SQLite
DatabaseCommonly used with
Skills using SQLite (972)
team
N coordinated agents on shared task list using Claude Code native teams
phoenix-observability
Open-source AI observability platform for LLM tracing, evaluation, and monitoring. Use when debugging LLM applications with detailed traces, running evaluations on datasets, or monitoring production AI systems with real-time insights.
apple-notes-core-workflow-b
Export and convert Apple Notes to Markdown, JSON, HTML, and SQLite. Use when backing up notes, exporting to other apps, converting HTML to Markdown, or building searchable note archives from Apple Notes. Trigger: "export apple notes", "apple notes to markdown", "backup apple notes", "apple notes to JSON", "convert apple notes".
apple-notes-debug-bundle
Collect Apple Notes automation debug evidence for troubleshooting. Trigger: "apple notes debug".
apple-notes-rate-limits
Handle Apple Notes automation rate limits and iCloud sync throttling. Trigger: "apple notes rate limit".
apple-notes-reference-architecture
Reference architecture for Apple Notes automation systems. Trigger: "apple notes architecture".
apple-notes-security-basics
Apply security best practices for Apple Notes automation scripts. Trigger: "apple notes security".
apple-notes-webhooks-events
Monitor Apple Notes changes using file system events and Shortcuts triggers. Trigger: "apple notes events".
canva-architecture-variants
Choose and implement Canva Connect API architecture blueprints for different scales. Use when designing new Canva integrations, choosing between monolith/service/microservice architectures, or planning migration paths. Trigger with phrases like "canva architecture", "canva blueprint", "how to structure canva", "canva project layout", "canva microservice".
cursor-indexing-issues
Troubleshoot Cursor codebase indexing: stuck indexing, empty search, @codebase failures, and performance issues. Triggers on "cursor indexing", "cursor index", "@codebase not working", "cursor search broken", "indexing stuck".
evernote-data-handling
Best practices for handling Evernote data. Use when implementing data storage, processing notes, handling attachments, or ensuring data integrity. Trigger with phrases like "evernote data", "handle evernote notes", "evernote storage", "process evernote content".
freshie-inventory
Manage the freshie ecosystem inventory database — a CMDB tracking all plugins, skills, packs, and compliance grades across 50 SQLite tables. Use when checking ecosystem health, running discovery scans, validating compliance, remediating issues, querying inventory data, comparing runs, exporting data, or generating status reports. Trigger with "freshie status", "inventory scan", "ecosystem audit", "grade report", "compliance check", "remediate skills", "query freshie", "compare runs", "export grades", or "freshie report".
ideogram-data-handling
Manage Ideogram generated image assets, metadata tracking, and lifecycle management. Use when implementing image persistence, tracking generation history, or building asset management for Ideogram outputs. Trigger with phrases like "ideogram data", "ideogram images", "ideogram asset management", "ideogram metadata", "ideogram image storage".
managing-database-tests
Test database testing including fixtures, transactions, and rollback management. Use when performing specialized testing. Trigger with phrases like "test the database", "run database tests", or "validate data integrity".
onenote-webhooks-events
Implement change detection for OneNote using polling and delta queries (webhooks decommissioned June 2023). Use when building real-time sync, change monitoring, or event-driven OneNote integrations. Trigger with "onenote changes", "onenote polling", "onenote sync", "onenote delta query".
supabase-reliability-patterns
Build resilient Supabase integrations: circuit breakers wrapping createClient calls, offline queue with IndexedDB, graceful degradation with cached fallbacks, health check endpoints, retry with exponential backoff and jitter, and dual-write patterns for critical data. Use when building fault-tolerant apps, handling Supabase outages gracefully, implementing offline-first patterns, or adding retry logic to SDK calls. Trigger with phrases like "supabase circuit breaker", "supabase offline", "supabase retry", "supabase health check", "supabase fallback", "supabase resilience", "supabase dual write", "supabase outage".
windsurf-performance-tuning
Optimize Windsurf IDE performance: indexing speed, Cascade responsiveness, and memory usage. Use when Windsurf is slow, indexing takes too long, Cascade times out, or the IDE uses too much memory. Trigger with phrases like "windsurf slow", "windsurf performance", "optimize windsurf", "windsurf memory", "cascade slow", "indexing slow".
x-bug-triage
Analyzes public X/Twitter complaints to detect, cluster, and triage bugs with repo evidence and owner routing. Use when monitoring product health from social signals. Trigger with "/x-bug-triage" or "triage X bugs for @account". Make sure to use this skill whenever triaging bugs from X/Twitter mentions.
building-native-ui
Complete guide for building beautiful apps with Expo Router. Covers fundamentals, styling, components, navigation, animations, patterns, and native tabs.
junta-leiloeiros
Coleta e consulta dados de leiloeiros oficiais de todas as 27 Juntas Comerciais do Brasil. Scraper multi-UF, banco SQLite, API FastAPI e exportacao CSV/JSON.
multi-agent-task-orchestrator
Route tasks to specialized AI agents with anti-duplication, quality gates, and 30-minute heartbeat monitoring
prisma-expert
You are an expert in Prisma ORM with deep knowledge of schema design, migrations, query optimization, relations modeling, and database operations across PostgreSQL, MySQL, and SQLite.
cloudflare-d1
Cloudflare D1 SQLite database with Workers, Drizzle ORM, migrations
icpg
Intent-Augmented Code Property Graph — tracks WHY code exists via ReasonNodes with formal contracts, 6-dimension drift detection, and 3 canonical pre-task queries for autonomous development
polyphony
Multi-agent orchestration with container-isolated workspaces — each agent session runs in its own Docker container with independent git branches
golang-database
Comprehensive guide for Go database access. Covers parameterized queries, struct scanning, NULLable column handling, error patterns, transactions, isolation levels, SELECT FOR UPDATE, connection pool, batch processing, context propagation, and migration tooling. Use this skill whenever writing, reviewing, or debugging Golang code that interacts with PostgreSQL, MariaDB, MySQL, or SQLite. Also triggers for database testing or any question about database/sql, sqlx, pgx, or SQL queries in Golang. This skill explicitly does NOT generate database schemas or migration SQL.
hive-mind-advanced
Advanced Hive Mind collective intelligence system for queen-led multi-agent coordination with consensus mechanisms and persistent memory
analyzing-browser-forensics-with-hindsight
Analyze Chromium-based browser artifacts using Hindsight to extract browsing history, downloads, cookies, cached content, autofill data, saved passwords, and browser extensions from Chrome, Edge, Brave, and Opera for forensic investigation.
building-vulnerability-exception-tracking-system
Build a vulnerability exception and risk acceptance tracking system with approval workflows, compensating controls documentation, and expiration management.
exploiting-insecure-data-storage-in-mobile
Identifies and exploits insecure local data storage vulnerabilities in Android and iOS mobile applications including unencrypted databases, world-readable files, insecure SharedPreferences, plaintext credential storage, and improper keychain/keystore usage. Use when performing mobile penetration testing focused on OWASP M9 (Insecure Data Storage) or assessing compliance with MASVS-STORAGE requirements. Activates for requests involving mobile data storage security, local storage exploitation, SharedPreferences analysis, or mobile data leakage assessment.
extracting-browser-history-artifacts
Extract and analyze browser history, cookies, cache, downloads, and bookmarks from Chrome, Firefox, and Edge for forensic evidence of user web activity.
implementing-vulnerability-sla-breach-alerting
Build automated alerting for vulnerability remediation SLA breaches with severity-based timelines, escalation workflows, and compliance reporting dashboards.
performing-credential-access-with-lazagne
Extract stored credentials from compromised endpoints using the LaZagne post-exploitation tool to recover passwords from browsers, databases, system vaults, and applications during authorized red team operations.
performing-sqlite-database-forensics
Perform forensic analysis of SQLite databases to recover deleted records from freelists and WAL files, decode encoded timestamps, and extract evidence from browser history, messaging apps, and mobile device databases.
database-design
Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.
lightning-channel-factories
Technical reference on Lightning Network channel factories, multi-party channels, LSP architectures, and Bitcoin Layer 2 scaling without soft forks. Covers Decker-Wattenhofer, timeout trees, MuSig2 key aggregation, HTLC/PTLC forwarding, and watchtower breach detection.
langgraph-state-graph
LangGraph StateGraph builder with state schema design. Create stateful agent workflows with cycles, conditionals, and persistence.
mem0-integration
Mem0 memory layer integration for AI agents. Implement persistent, semantic memory for long-term context retention and personalization.
nsight-profiler
Expert skill for NVIDIA Nsight Systems and Nsight Compute profiling tools. Configure profiling sessions, analyze kernel reports, interpret occupancy metrics, roofline model data, memory bandwidth bottlenecks, and warp execution efficiency.
optuna-hyperparameter-tuner
Optuna integration skill for automated hyperparameter optimization with advanced search strategies, pruning, multi-objective optimization, and visualization capabilities.
prisma-orm
Prisma ORM schema design, migrations, relations, query optimization, and database integration patterns.
friction-detector
Detect friction signals; graduate patterns into rules. Use for session retrospectives.
cloudflare-deploy
Deploy applications and infrastructure to Cloudflare using Workers, Pages, and related platform services. Use when the user asks to deploy, host, publish, or set up a project on Cloudflare.
d1-drizzle-schema
Generate Drizzle ORM schemas for Cloudflare D1 databases with correct D1-specific patterns. Produces schema files, migration commands, type exports, and DATABASE_SCHEMA.md documentation. Handles D1 quirks: foreign keys always enforced, no native BOOLEAN/DATETIME types, 100 bound parameter limit, JSON stored as TEXT. Use when creating a new database, adding tables, or scaffolding a D1 data layer.
db-seed
Generate database seed scripts with realistic sample data. Reads Drizzle schemas or SQL migrations, respects foreign key ordering, produces idempotent TypeScript or SQL seed files. Handles D1 batch limits, unique constraints, and domain-appropriate data. Use when populating dev/demo/test databases. Triggers: 'seed database', 'seed data', 'sample data', 'populate database', 'db seed', 'test data', 'demo data', 'generate fixtures'.
vite-flare-starter
Scaffold a full-stack Cloudflare app from the vite-flare-starter template — React 19 + Hono + D1+Drizzle + better-auth + Tailwind v4+shadcn/ui + TanStack Query + R2 + Workers AI. Run setup.sh to clone, configure, and deploy. Use whenever the user wants a batteries-included Cloudflare full-stack app, vite-flare-starter scaffold, or a React + Cloudflare app with auth + database + Workers AI ready to go.
standup
Facilitate a read-only standup across git worktrees, branches, or PRs to compare changes and produce one consolidation plan.
data-formats
Working with diverse data formats: binary, text, structured, and custom
same-set-reusable-flow-for-project-file-inventor
Reusable Meta_Kim file inventory classification flow. It helps separate durable sources, generated evidence, runtime mirrors, temporary state, and risky unknowns before cleanup or commit.
phoenix-observability
Open-source AI observability platform for LLM tracing, evaluation, and monitoring. Use when debugging LLM applications with detailed traces, running evaluations on datasets, or monitoring production AI systems with real-time insights.
file-guard
PreToolUse protection blocking sensitive file access across 195+ patterns in 12 categories with bash pipeline analysis and multi-tool ignore support.
langgraph-checkpoint
LangGraph checkpoint and persistence configuration for stateful workflow management
rag-embedding-generation
Batch embedding generation with caching, rate limiting, and multiple provider support
vector-memory
HNSW vector search for pattern similarity retrieval and knowledge graph maintenance with PageRank scoring, community detection, and 3-tier memory management.
database-design
Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.
ln-020-codegraph
Builds and queries code knowledge graph for dependency analysis, references, implementations, and architecture overview. Use when starting work on unfamiliar codebase or before refactoring.
awt-e2e-testing
AI-powered E2E web testing — eyes and hands for AI coding tools. Declarative YAML scenarios, Playwright execution, visual matching (OpenCV + OCR), platform auto-detection (Flutter/React/Vue), learning DB. Install: npx skills add ksgisang/awt-skill --skill awt -g
build-graph
Build or update the code review knowledge graph. Run this first to initialize, or let hooks keep it updated automatically.
agentica-infrastructure
Reference guide for Agentica multi-agent infrastructure APIs
fullstack-dev
Full-stack backend architecture and frontend-backend integration guide. TRIGGER when: building a full-stack app, creating REST API with frontend, scaffolding backend service, building todo app, building CRUD app, building real-time app, building chat app, Express + React, Next.js API, Node.js backend, Python backend, Go backend, designing service layers, implementing error handling, managing config/auth, setting up API clients, implementing auth flows, handling file uploads, adding real-time features (SSE/WebSocket), hardening for production. DO NOT TRIGGER when: pure frontend UI work, pure CSS/styling, database schema only.
perplexity-search
AI-powered web search, research, and reasoning via Perplexity
blackbox
Delegate coding tasks to Blackbox AI CLI agent. Multi-model agent with built-in judge that runs tasks through multiple LLMs and picks the best result. Requires the blackbox CLI and a Blackbox AI API key.
fastmcp
Build, test, inspect, install, and deploy MCP servers with FastMCP in Python. Use when creating a new MCP server, wrapping an API or database as MCP tools, exposing resources or prompts, or preparing a FastMCP server for Claude Code, Cursor, or HTTP deployment.
qmd
Search personal knowledge bases, notes, docs, and meeting transcripts locally using qmd — a hybrid retrieval engine with BM25, vector search, and LLM reranking. Supports CLI and MCP integration.
django-tdd
Django testing strategies with pytest-django, TDD methodology, factory_boy, mocking, coverage, and testing Django REST Framework APIs.
sql-database-assistant
Use when the user asks to write SQL queries, optimize database performance, generate migrations, explore database schemas, or work with ORMs like Prisma, Drizzle, TypeORM, or SQLAlchemy.
pocketbase-deploy
Production deployment for PocketBase. Use when deploying PocketBase to a server, setting up Docker, configuring systemd, reverse proxy (nginx/Caddy), TLS, SMTP, backups, S3 storage, rate limiting, or hardening for production. Provides ready-to-use configs.
prisma-expert
Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, relation design, or database connection issues.
managing-database-migrations
This skill enables Claude to manage database schema changes through version-controlled migrations. It is activated when the user requests to create, apply, or rollback database migrations. The skill supports generating timestamped migration files with both up and down migrations for PostgreSQL, MySQL, SQLite, and MongoDB. It helps in tracking schema evolution and ensuring safe database modifications. Use this skill when the user mentions "database migration", "schema change", "add column", "rollback migration", or "create migration".
manage-channels
Wire channels to agent groups, manage isolation levels, add new channel groups. Use after adding a channel, during setup, or standalone to reconfigure.
add-reactions
Add WhatsApp emoji reaction support — receive, send, store, and search reactions.
agent-v3-memory-specialist
Agent skill for v3-memory-specialist - invoke with $agent-v3-memory-specialist
hive-mind-advanced
Advanced Hive Mind collective intelligence system for queen-led multi-agent coordination with consensus mechanisms and persistent memory
v3-memory-unification
Unify 6+ memory systems into AgentDB with HNSW indexing for 150x-12,500x search improvements. Implements ADR-006 (Unified Memory Service) and ADR-009 (Hybrid Memory Backend).
app-builder
App scaffolding: Next.js, Vite, Nuxt, Astro, FastAPI, Django, Laravel, RN, Flutter. Triggers: scaffold, bootstrap, new project, starter, dashboard, mobile app.
mem-search
Search past coding sessions using natural language. Finds relevant observations, decisions, and context from previous work.
babysit
Watch a pull request or review cycle until it is ready to merge. Use when asked to babysit, monitor, or keep checking PR comments, reviews, and CI until all actionable issues are resolved.
claude-code-plugin-release
Automated semantic versioning and release workflow for Claude Code plugins. Handles version increments across package.json, marketplace.json, plugin.json manifests, npm publishing (so `npx claude-mem@X.Y.Z` resolves), build verification, git tagging, GitHub releases, and changelog generation.
design-is
Audit a design against Dieter Rams' ten "Good design is..." principles, then hand off a /make-plan prompt for one of three outcomes — new design, refine design, or redesign. Use when the user says "audit this design", "design review", "check this UI against Rams", "is this UI good", "critique this design", "design audit", or asks for a critique that should lead to a plan.
knowledge-agent
Build and query AI-powered knowledge bases from claude-mem observations. Use when users want to create focused "brains" from their observation history, ask questions about past work patterns, or compile expertise on specific topics.
make-plan
Create a detailed, phased implementation plan with documentation discovery. Use when asked to plan a feature, task, or multi-step implementation — especially before executing with do.
mem-search
Search claude-mem's persistent cross-session memory database. Use when user asks "did we already solve this?", "how did we do X last time?", or needs work from previous sessions.
oh-my-issues
Cluster a GitHub issue backlog by root cause into a small set of plan-master issues, redirect children with a standardized comment, and bundle architectural-fix PRs that close clusters atomically. Use when an issue tracker has accumulated dozens of reports that share underlying defects, when asked to triage / consolidate / cluster / dedupe issues, when asked to build a plan series or roadmap from open issues, or when routing a new incoming bug into an existing plan.
pathfinder
Map a codebase into feature-grouped flowcharts, identify duplicated concerns across features, and propose a unified architecture. Use when asked to "find the ideal path," unify duplicated systems, or audit architecture before a refactor. Emits a proposed unified flowchart plus per-system /make-plan prompts.
smart-explore
Token-optimized structural code search using tree-sitter AST parsing. Use instead of reading full files when you need to understand code structure, find functions, or explore a codebase efficiently.
timeline-report
Generate a "Journey Into [Project]" narrative report analyzing a project's entire development history from claude-mem's timeline. Use when asked for a timeline report, project history analysis, development journey, or full project report.
weekly-digests
Generate a serial week-by-week narrative digest of a project's full claude-mem timeline. Splits the timeline into per-ISO-week files, then runs one consecutive subagent per week — each receiving the prior week's carry-forward block — to produce one chapter per ISO week of data. Use when asked for "weekly digests", "week-by-week story", "serial timeline", or "narrative chapters" of a project's history.
wowerpoint
Turn one document into a kawaii NotebookLM slide-deck PDF. Use for "wowerpoint this", "make a deck about <file>", "turn this report into slides", or any request to render a single document as shareable narrative slides.
mutation-testing
Configures mewt or muton mutation testing campaigns — scopes targets, tunes timeouts, and optimizes long-running runs. Use when the user mentions mewt, muton, mutation testing, or wants to configure or optimize a mutation testing campaign.
completion-check
Completion Check: Verify Infrastructure Is Wired
pkg-binary-builder
Configure pkg for Node.js binary builds with asset bundling and cross-platform targets.
cloudflare-d1
Cloudflare D1 serverless SQLite on edge. Use for databases, migrations, bindings, or encountering D1_ERROR, statement too long, too many requests queued errors.
chromadb
Manage the ChromaDB vector database that stores the ecosystem's persistent memory. Use when user asks to check memory storage, backup memory, search stored entries, delete entries, or reset the vector database. Do NOT use for general question answering about past sessions (use the memory skill for that).
deploy-vps-akamai-cc
Deploy the latest OmniRoute code to the Akamai VPS (69.164.221.35)
deploy-vps-both-cc
Deploy the latest OmniRoute code to BOTH the Akamai VPS and the Local VPS
deploy-vps-local-ag
Deploy the latest OmniRoute code to the Local VPS (192.168.0.15)
deploy-vps-local-cc
Deploy the latest OmniRoute code to the Local VPS (192.168.0.15)
deploy-vps-local-cx
Deploy the latest OmniRoute code to the Local VPS (192.168.0.15)
omni-db-backups
Trigger system backups, restore from backup files, and manage the SQLite database lifecycle. Supports export, import, and incremental snapshot strategies.
drizzle-orm-patterns
Provides comprehensive Drizzle ORM patterns for schema definition, CRUD operations, relations, queries, transactions, and migrations. Proactively use for any Drizzle ORM development including defining database schemas, writing type-safe queries, implementing relations, managing transactions, and setting up migrations with Drizzle Kit. Supports PostgreSQL, MySQL, SQLite, MSSQL, and CockroachDB.
automating-database-backups
This skill automates database backups using the database-backup-automator plugin. It creates scripts for scheduled backups, compression, encryption, and restore procedures across PostgreSQL, MySQL, MongoDB, and SQLite. Use this when the user requests database backup automation, disaster recovery planning, setting up backup schedules, or creating restore procedures. The skill is triggered by phrases like "create database backup", "automate database backups", "setup backup schedule", or "generate restore procedure".
setup-manifest-plugin
Configure Manifest as a model provider in OpenClaw. Use when the user says "/setup-manifest-plugin", "setup manifest", "connect manifest", "point openclaw to localhost", or wants to add Manifest as a model provider. For cloud users, sets up models.providers.manifest directly (no plugin). For local dev, configures the plugin. Accepts a port number and optional mode.
slm-remember
Save content to SuperLocalMemory with intelligent indexing and knowledge graph integration. Use when the user wants to remember information, save context, store coding decisions, or persist knowledge for future sessions. Automatically indexes, graphs, and learns patterns.
slm-status
Check SuperLocalMemory system status, health, and statistics. Use when the user wants to know memory count, graph stats, patterns learned, database health, or system diagnostics. Shows comprehensive system health dashboard.
embeddings
Vector embeddings with HNSW indexing, sql.js persistence, and hyperbolic support. 75x faster with agentic-flow integration. Use when: semantic search, pattern matching, similarity queries, knowledge retrieval. Skip when: exact text matching, simple lookups, no semantic understanding needed.
do
Execute a phased implementation plan using subagents. Use when asked to execute, run, or carry out a plan — especially one created by make-plan.
how-it-works
Explain how claude-mem captures observations, when memory injection kicks in, and where data lives. Use when the user asks "how does claude-mem work?" or "what is this thing doing?".
learn-codebase
Prime a codebase by reading every source file in full. Use when starting work on a new or unfamiliar project, or when the user asks to "learn the codebase", "read the codebase", "prime", or "get up to speed".
django-tdd
Django testing strategies with pytest-django, TDD methodology, factory_boy, mocking, coverage, and testing Django REST Framework APIs.
observal-ops
View traces, spans, metrics, feedback, and telemetry health for Observal agents and MCPs. Use when the user wants to see recent traces, check metrics, view top items, submit ratings, or diagnose telemetry pipeline issues.
immortal-skill
通用数字永生框架：从聊天记录、社交媒体、文档等多平台数据中蒸馏任何人的数字分身——支持自己、同事、导师、亲人、伴侣/前任、朋友、公众人物 7 种角色模板，接入国内外 12+ 数据平台。
graph-build
Build or incrementally update the code knowledge graph for a codebase. Uses Tree-sitter for multi-language AST parsing and stores nodes/edges in SQLite.
readme-refresh
Audit and update a project README, or bootstrap a new one. Detects tech stack, versions, and services.
cliproxy-newapi-stack
在 Linux VPS 上部署 CLIProxyAPI + NewAPI 组合栈，把 Codex/Claude/Gemini/Qwen 等订阅账号包装成可计费的 OpenAI 兼容 API。负责 NewAPI Docker 部署、容器→宿主桥接、模型计费倍率（ModelRatio/CacheRatio/CompletionRatio）、SQLite 直写额度、CLIProxyAPI 408 冷却补丁、多账号 OAuth 凭据热加载、双路径验证。当用户说"部署 cliproxy + newapi"、"加 OpenAI 计费层"、"配置 newapi 渠道接 cliproxy"、"newapi 价格不对"、"加新的 codex/claude 账号到现有部署"、"172.17.0.1 容器网络"、"408 冷却放大故障"时触发。
add-mnemon
Add persistent graph-based memory to NanoClaw agents using mnemon. Agents recall context before responding and remember insights after. Each group gets isolated memory with optional global shared store.
memory-get
Recall long-term memory from Mnemon when GUIDE.md indicates that prior memory may help the current task.
memory-set
Maintain prompt-facing working memory by editing MEMORY.md when GUIDE.md indicates that durable information should be kept.
mnemon-goal
Manage project-scoped Mnemon goal state, evidence, verification, completion, blockers, and host goal links.
readme-skill
生成一份对外可分享、脱敏的 AI-Native 开发者 README。 量化展示我对 Claude Code + Codex CLI + Kiro (AWS) + Trae (ByteDance) + Gemini Antigravity (Google) + Cursor 的使用深度、AI 协作风格、 项目与领域分布、兴趣主题，以及与 GitHub 提交的产出关联。 Trigger when the user says: "生成我的 AI 档案" / "做一份 AI-native README" / "分析我的 Claude / Codex / Kiro / Trae / Antigravity / Cursor 使用情况" / "总结我的 AI 使用" / "生成 AI 月度报告" / "按月份分析我的 AI 编码" / "分析 2026-05 的 AI 使用" / "build my AI usage profile" / "build my monthly AI coding report" / "analyze my AI usage for May 2026" / "summarize my Claude / Codex / Kiro / Trae / Antigravity / Cursor history" / "生成开发者画像". 全程本地、只读、默认匿名、不上传任何数据。
analyzing-browser-forensics-with-hindsight
Analyze Chromium-based browser artifacts using Hindsight to extract browsing history, downloads, cookies, cached content, autofill data, saved passwords, and browser extensions from Chrome, Edge, Brave, and Opera for forensic investigation.
ai-schema
Designs schemas, plans safe migrations with rollback scripts, optimizes slow queries with index recommendations, defines data retention and GDPR right-to-erasure policies. Supports PostgreSQL, MySQL, SQLite, MongoDB. Trigger for 'add a column', 'we need a migration', 'the query is slow', 'define a retention policy', 'GDPR compliance for data'. Not for application-layer ORMs without DB schema; use /ai-code instead. Not for security audits; use /ai-security instead.
ai-start
Bootstraps a coding session: loads project context and displays a welcome dashboard with recent activity, board items, and available commands. Trigger for 'hello', 'lets start', 'good morning', 'whats the status', 'get me up to speed', 'I am back'. Also invokable mid-session to re-bootstrap. Not for human onboarding; use /ai-onboard instead. Not for governance review; use /ai-governance instead.
kv-storage
Use the swarm KV store (Redis-like, namespaced) for cross-task / cross-session / per-page state. Auto-scoped to your context (Slack thread / PR / Linear issue / agent / page). Use for counters, cursors, page state. Do NOT use for secrets (`swarm_config`), embedded knowledge (`memory`), or files (`agent-fs`).
debug-live-issue
Debug production-like issues in this repository with disciplined evidence gathering. Use when fixing failing workflows, regressions, flaky behavior, or data inconsistencies across hooks, API, DB, websocket, and UI.
mcp-maintainer
Operate and maintain the local MCP server for this repository. Use for MCP tool updates, policy-guard changes, host configuration, and MCP runtime troubleshooting.
mcp-operations
Operate and maintain the local MCP server for this project. Use when creating MCP host config, troubleshooting tool connectivity, modifying tool domains, or adjusting safety policy flags.
ship-feature
Implement a feature safely end-to-end in this repository. Use when adding or changing functionality across backend, frontend, or MCP with required verification and documentation updates.
better-auth
Skill for integrating Better Auth - comprehensive TypeScript authentication framework for Cloudflare D1, Next.js, Nuxt, and 15+ frameworks. Use when adding auth, encountering D1 adapter errors, or implementing OAuth/2FA/RBAC features.
bun-drizzle-integration
Use when integrating Drizzle ORM with Bun's SQLite driver for type-safe schema definitions and migrations.
bun-ffi
This skill should be used when the user asks about "bun:ffi", "foreign function interface", "calling C from Bun", "native libraries", "dlopen", "shared libraries", "calling native code", or integrating C/C++ libraries with Bun.
bun-nextjs
This skill should be used when the user asks about "Next.js with Bun", "Bun and Next", "running Next.js on Bun", "Next.js development with Bun", "create-next-app with Bun", or building Next.js applications using Bun as the runtime.
bun-nuxt
Use when running Nuxt 3 with Bun runtime, building Vue/Nuxt apps with Bun, or configuring Nuxt projects to use Bun for development and production.
bun-sqlite
Use for bun:sqlite, SQLite operations, prepared statements, transactions, and queries.
bun-sveltekit
Use when building or running SvelteKit apps on Bun, including SSR, adapters, and Bun-specific APIs
drizzle-orm-d1
Type-safe ORM for Cloudflare D1 databases using Drizzle. Use when: building D1 database schemas, writing type-safe SQL queries, managing migrations with Drizzle Kit, defining table relations, implementing prepared statements, using D1 batch API, or encountering D1_ERROR, transaction errors, foreign key constraint failures, or schema inference issues. Keywords: drizzle orm, drizzle d1, type-safe sql, drizzle schema, drizzle migrations, drizzle kit, orm cloudflare, d1 orm, drizzle typescript, drizzle relations, drizzle transactions, drizzle query builder, schema definition, prepared statements, drizzle batch, migration management, relational queries, drizzle joins, D1_ERROR, BEGIN TRANSACTION d1, foreign key constraint, migration failed, schema not found, d1 binding error, schema design, database indexes, soft deletes, uuid primary keys, enum constraints, performance optimization, naming conventions, schema testing
v3-memory-unification
Unify 6+ memory systems into AgentDB with HNSW indexing for 150x-12,500x search improvements. Implements ADR-006 (Unified Memory Service) and ADR-009 (Hybrid Memory Backend).
tour
Friendly onboarding tour of Claude Code capabilities for users asking what it can do.
continuous-learning-v2
Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents.
eval-harness
Formal evaluation framework for Claude Code sessions implementing eval-driven development (EDD) principles
debug-instance
Debug a running kandev development instance. Use when the user reports a bug, unexpected behavior, or asks to investigate an issue while kandev is running via `make dev`. Triages the bug class first (backend-logic → Go test, live-instance → /debug/export, UI → browser), launches an ISOLATED parallel instance when a running app is needed, and tears down only what it started.
eval-analyze
Analyze Mnemon harness eval reports, classify outcomes, and extract improvement evidence.
eval-improve
Turn stable Mnemon harness eval findings into scoped project, loop, adapter, docs, or eval asset improvements.
eval-plan
Design a scenario-driven Mnemon harness eval with target, hypothesis, HostAgent, loop configuration, evidence, and rubric.
eval-run
Execute or supervise a planned Mnemon harness eval run in an isolated HostAgent workspace.
mnemon
Persistent memory CLI for Hermes Agent. Store facts, recall past knowledge, link related memories, manage lifecycle.
skill-author
Draft or revise high-quality SKILL.md content for approved or proposed Mnemon skill changes.
skill-curate
Start a low-frequency review of skill evidence and canonical skill lifecycle state.
skill-manage
Apply approved skill lifecycle and content changes to the canonical Mnemon skill library.
skill-observe
Record lightweight skill usage evidence when GUIDE.md indicates that a turn produced reusable workflow or lifecycle signal.
react-best-practices
React and Next.js performance guidelines from Vercel Engineering. Use when writing, reviewing, or refactoring React components, hooks, client data fetching, rendering behavior, bundle imports, async request flows, or Next.js pages and server code.
agkan
Use when managing tasks with the agkan CLI tool - creating, listing, updating tasks, managing tags, blocking relationships, or tracking project progress with the kanban board.
cliproxy-newapi-stack
在 Linux VPS 上部署 CLIProxyAPI + NewAPI 组合栈，把 Codex/Claude/Gemini/Qwen 等订阅账号包装成可计费的 OpenAI 兼容 API。负责 NewAPI Docker 部署、容器→宿主桥接、模型计费倍率（ModelRatio/CacheRatio/CompletionRatio）、SQLite 直写额度、CLIProxyAPI 408 冷却补丁、多账号 OAuth 凭据热加载、双路径验证。当用户说"部署 cliproxy + newapi"、"加 OpenAI 计费层"、"配置 newapi 渠道接 cliproxy"、"newapi 价格不对"、"加新的 codex/claude 账号到现有部署"、"172.17.0.1 容器网络"、"408 冷却放大故障"时触发。
electrobun-init
Use when scaffolding a new Electrobun project, choosing a template, or understanding what each template provides. Activates on electrobun init, new project setup, or template questions.
database
Database design, query optimization, migrations, and indexing. Use when designing schemas, writing queries, or managing migrations.
alphaear-reporter
Plan, write, and edit professional financial reports; generate finance chart configurations. Use when condensing finance analysis into a structured output.
nuxt-content
Use when working with Nuxt Content v3, markdown content, or CMS features in Nuxt - provides collections (local/remote/API sources), queryCollection API, MDC rendering, database configuration, NuxtStudio integration, hooks, i18n patterns, and LLMs integration
nuxthub
Use when building NuxtHub v0.10.6 applications - provides database (Drizzle ORM with sqlite/postgresql/mysql), KV storage, blob storage, and cache APIs. Covers configuration, schema definition, migrations, multi-cloud deployment (Cloudflare, Vercel), and the new hub:db, hub:kv, hub:blob virtual module imports.
hive-mind-advanced
Advanced Hive Mind collective intelligence system for queen-led multi-agent coordination with consensus mechanisms and persistent memory
tool-discovery
Recommend the right agents and skills for any task. Covers both heavyweight agents (Task tool) and lightweight skills (Skill tool). Triggers on: which agent, which skill, what tool should I use, help me choose, recommend agent, find the right tool.
cafleet-design-doc-create
Create a new design document using CAFleet-native orchestration (Director/Drafter/Reviewer team). Use when the user asks to create a design doc, design document, specification, or technical spec. Do NOT write the doc directly with Write or use EnterPlanMode — always invoke this skill.
cafleet-design-doc-execute
Implement features based on a design document using CAFleet-native orchestration with TDD cycle. Use when the user asks to implement or execute a design document. Takes document path as argument. Do NOT implement a design document by reading it and coding manually — always invoke this skill instead.
release-guard
Run release-readiness checks for this repository. Use when validating docs, scripts, verification coverage, and operational safety before merge or release.
repo-onboarding
Understand this repository quickly before making changes. Use for architecture discovery, ownership mapping, command selection, and initial implementation planning.
kandev-config-export
Export the office workspace config to the .kandev/ folder for version control
openai-agents-sdk
OpenAI Agents SDK (Python) development. Use when building AI agents, multi-agent handoffs, function tools, guardrails, sessions, streaming, or tracing with the `openai-agents` / `agents` Python package — including Azure OpenAI via LiteLLM. Triggers on imports from `agents`, uses of `Runner.run_sync`/`Runner.run_streamed`, `@function_tool`, `AgentOutputSchema`, `SQLiteSession`, or questions about the openai-agents-python SDK.
mm-setup
Онбординг/персонализация mm-системы под конкретного пользователя — спрашивает имя, чем занимается, стек, язык, путь к Obsidian vault, и записывает это в личный gitignored-оверлей config/mm-config.local.json + генерирует персональную копию claude.ai-скилла mm-web-bridge. Use when user says "/mm setup", "/mm onboard", "настрой под меня", "персонализируй", "первичная настройка", "сделай систему моей", "это не моё имя в скилле", "поменяй данные под меня". Запускать ОДИН раз после клонирования репо на новой машине.
mkdatabase
Database patterns: schema design, migrations, query optimization, indexing. PostgreSQL primary. Use for 'database schema', 'migration', 'SQL optimization'.
agentica-infrastructure
Reference guide for Agentica multi-agent infrastructure APIs
perplexity-search
AI-powered web search, research, and reasoning via Perplexity
remindb-setup
Config-first setup wizard for a remindb MCP server — run it as `/remindb-setup` (interactive), `/remindb-setup automode` (hands-off), or `/remindb-setup only-config` (bridge hosts: author `.remindb/` only, no env wiring). Two passes. First-time (no server attached yet): detect the host, author the `.remindb/` config (ignore/pinned/temperatures/config.json) BEFORE compiling, compile the source, seed adjacent context, install the MCP plugin, then wire the MCP env. Verify (server attached): MemoryStats + `remindb://doctor`, reconfigure, and reseed onto existing nodes. Use on first-time workspace memory setup, when remindb tools are missing/misconfigured, on "no results"/wrong-workspace symptoms, to reconfigure an existing brain, or for bridge hosts that own env wiring externally (e.g. Hermes Agent).
analyzing-browser-forensics-with-hindsight
Analyze Chromium-based browser artifacts using Hindsight to extract browsing history, downloads, cookies, cached content, autofill data, saved passwords, and browser extensions from Chrome, Edge, Brave, and Opera for forensic investigation.
pad
Talk to your project. Natural-language project management — create items, check status, plan work, brainstorm ideas, and more.
memem
Show memem status for returning users, or the full welcome for brand-new users. Use when the user wants to check memem or learn about it.
memem-welcome
Re-show the full memem welcome screen regardless of whether the user has seen it before. Use when the user wants to see the intro, tutorial, or welcome again.
backend-patterns
Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.
clickhouse-io
ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
coding-standards
Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.
continuous-learning
Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use.
frontend-patterns
Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.
golang-patterns
Idiomatic Go patterns, best practices, and conventions for building robust, efficient, and maintainable Go applications.
golang-testing
Go testing patterns including table-driven tests, subtests, benchmarks, fuzzing, and test coverage. Follows TDD methodology with idiomatic Go practices.
iterative-retrieval
Pattern for progressively refining context retrieval to solve the subagent context problem
postgres-patterns
PostgreSQL database patterns for query optimization, schema design, indexing, and security. Based on Supabase best practices.
security-review
Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist and patterns.
tdd-workflow
Use this skill when writing new features, fixing bugs, or refactoring code. Enforces test-driven development with 80%+ coverage including unit, integration, and E2E tests.
anomaly-alert
Identify anomalous sessions using Agent Monitor data — cost outliers from the pricing engine, token anomalies (cache miss spikes, compaction baseline surges), unusual event type ratios (PreToolUse/PostToolUse gaps, APIError clusters), behavioral deviations from workflow intelligence (complexity score outliers, error propagation anomalies), and sessions with abnormal metadata (extreme turn_count, high thinking_blocks, zero turn_duration).
cost-breakdown
Break down Claude Code costs using the Agent Monitor pricing engine. Shows per-model costs (input, output, cache_read, cache_write at $/Mtok rates), per-session costs, daily trends, and compaction baseline token recovery. Use when analyzing spending, comparing model costs, or planning budgets.
hook-diagnostics
Diagnose Claude Code hook installation, delivery, and ingestion issues. Checks hook configuration, connectivity, event flow, and identifies common problems. Use when events are not appearing in the dashboard.
optimization-suggest
Suggest concrete optimizations for Claude Code usage based on historical session data. Covers cost reduction, speed improvement, error prevention, and workflow efficiency. Use for data-driven optimization planning.
pattern-detect
Detect recurring patterns using the Agent Monitor's workflow intelligence — toolFlow transitions (tool A → B frequency matrices), recurring workflow patterns, agent co-occurrence pairs, model delegation habits, error propagation paths by agent depth, and compaction triggers. Use to discover habitual usage patterns and anti-patterns.
productivity-score
Calculate a productivity score using actual Agent Monitor metrics — session completion rates, cache efficiency (cache_read vs input), compaction pressure (baseline tokens), turn velocity (turn_count / total_turn_duration_ms), tool success ratio (PreToolUse vs PostToolUse), and the workflow intelligence API's complexity and effectiveness scores.
session-compare
Compare two sessions side-by-side using Agent Monitor data — per-model token usage (input/output/cache_read/cache_write + compaction baselines), pricing engine cost breakdowns, workflow intelligence (complexity scores, tool flow transitions, subagent effectiveness), session metadata (thinking_blocks, turn_count, turn_duration_ms, usage_extras), and full event timelines with all 10+ event types.
session-debug
Debug a specific session by inspecting its full event chain (PreToolUse, PostToolUse, Stop, SubagentStop, Compaction, APIError, TurnDuration, Notification events), agent hierarchy (recursive parent/child tree with subagent_type and depth), token usage with compaction baselines, workflow intelligence data (orchestration DAG, error propagation by depth), and session metadata (thinking_blocks, turn_count, total_turn_duration_ms).
session-report
Generate a comprehensive session report with per-model token usage (input, output, cache_read, cache_write including compaction baselines), cost breakdown via the pricing engine, tool invocations, agent hierarchy, compaction events, API errors, turn durations, and thinking block counts. Use when reviewing a specific session or summarizing activity over a date range.
sprint-summary
Summarize a sprint's worth of Claude Code activity ��� sessions grouped by project (cwd), per-model cost breakdown, token efficiency (cache hit rate, compaction baselines), subagent effectiveness from workflow API, velocity metrics (turn_count, turn_duration_ms), and tool diversity across the sprint.
usage-trends
Analyze Claude Code usage trends over time using the Agent Monitor's analytics API — daily session counts, daily event counts, token volumes by type, model distribution, tool usage rankings, and agent/event type distributions across 365-day retention windows.
weekly-report
Compile a weekly productivity report using Agent Monitor data — daily_sessions and daily_events trends, per-session costs from pricing engine, token volumes (input/output/cache_read/cache_write + baselines), tool usage top 20, session completion rates by status, and workflow intelligence metrics.
workflow-optimizer
Analyze workflow patterns using the Agent Monitor's workflow intelligence API — orchestration DAGs, tool flow transitions, subagent effectiveness, model delegation patterns, error propagation by depth, concurrency lanes, compaction impact, and agent co-occurrence. Produces prioritized optimization recommendations with quantified impact.
build-graph
Build or update the code review knowledge graph. Run this first to initialize, or let hooks keep it updated automatically.
completion-check
Completion Check: Verify Infrastructure Is Wired
instinct-status
Shows learned instincts from dqiii8.db, grouped by project and confidence. Internal diagnostic tool — not for user invocation.
swarm-safety
SWARM: System-Wide Assessment of Risk in Multi-agent systems. Simulate multi-agent dynamics, test governance, study emergent risks.
claude-peers
Peer discovery, messaging, and lifecycle management for AI coding agents (Claude Code, Codex CLI) on the same machine. This skill should be used when coordinating work across multiple agent sessions, delegating tasks between Claude and Codex, killing or stopping peer sessions, or when the user mentions peers, agents, cross-session communication, or inter-agent messaging.
debug
Debug issues by investigating logs, database state, and git history
copywriting
Use when writing, rewriting, or improving marketing copy for landing pages, homepages, or product pages. Triggers: 'write copy for', 'improve this copy'. Do NOT use for email copy — use email-marketing instead.
kanban-tui
Comprehensive kanban board and task management via ktui CLI. Use for project tracking, todo lists, task dependencies, workflow automation, and board management. Activates when user mentions boards, tasks, kanban, or project management. If the `ktui` command is not available, but `uv` is available utilize `uvx kanban-tui` instead.
database-lens
Database review lens for evaluating migration safety, schema design, query correctness, and data integrity. Used by review orchestrators — not invoked directly.
doctor
Run diagnostic checks on the agent workspace. Triggers on /agent:doctor, "diagnóstico", "diagnostico", "doctor", "health check", "agent health", "checkup", "revisar agente", "agent broken", "fix agent", "revisa el agente".
settings
Configure agent settings — memory backend (builtin/QMD), search mode, temporal decay, citations. Triggers on /agent:settings, "configurar agente", "agent settings", "memory settings", "setup QMD", "configurar QMD", "configurar memoria".
adr-decision-extraction
Use when you need to mine a conversation, session transcript, or design discussion for architectural decisions before writing ADRs. Identifies problem-solution pairs, trade-off debates, technology choices, and explicit "[ADR]" tags. Triggers on "what decisions did we make", "extract decisions from this chat", "find the choices in our discussion", or "summarize architectural decisions". Also useful after long planning sessions to capture decisions that were made implicitly. Does NOT write ADR documents — use adr-writing or write-adr for that.
sqlite-vec
sqlite-vec extension for vector similarity search in SQLite. Use when storing embeddings, performing KNN queries, or building semantic search features. Triggers on sqlite-vec, vec0, MATCH, vec_distance, partition key, float[N], int8[N], bit[N], serialize_float32, serialize_int8, vec_f32, vec_int8, vec_bit, vec_normalize, vec_quantize_binary, distance_metric, metadata columns, auxiliary columns.
health-check
Run comprehensive health checks on the Claude Code Agent Monitor system. Validates dashboard API, database, WebSocket, hooks, and disk usage. Use to verify the monitoring setup is working correctly.
cortexdb
Use CortexDB for vector search, hybrid search, knowledge graphs, and RAG. Use when working with embeddings, similarity search, semantic search, AI knowledge bases, or when the user mentions vectors, embeddings, RAG, knowledge graph, or CortexDB.
cloudflare
Comprehensive Cloudflare platform skill covering Workers, Pages, storage (KV, D1, R2), AI (Workers AI, Vectorize, Agents SDK), networking (Tunnel, Spectrum), security (WAF, DDoS), and infrastructure-as-code (Terraform, Pulumi). Use for any Cloudflare development task.
cloudflare
Comprehensive Cloudflare platform skill covering Workers, Pages, storage (KV, D1, R2), AI (Workers AI, Vectorize, Agents SDK), networking (Tunnel, Spectrum), security (WAF, DDoS), and infrastructure-as-code (Terraform, Pulumi). Use for any Cloudflare development task.
flow
Personal task and Claude session manager. CLI binary is `flow` (assumed on PATH) and stores metadata in ~/.flow/flow.db (SQLite). Use this skill when the user asks about their work, tasks, or projects in any natural phrasing — including but not limited to: "what's left", "what's remaining", "what's pending", "what do I need to do", "what's on my plate", "what should I work on", "status", "give me a status", "anything urgent", "what's overdue", "what's stale", "show me my work", "how's my week looking", "what did I ship", "what's in progress", "what's next", "what am I working on", "where did I leave off", "start my day", "what should I do", "what should I do today". Also use for task/project management actions: "flow", "add a task", "add a project", "resume work", "pick up where I left off", "save a note", "log progress", "write an update", "note that", "I'm waiting on", "blocked on", "stuck until", "mark done", "archive", "weekly review", "clean up my tasks", or when the user invokes any `flow <subcommand>`
memem-doctor
Run a preflight health check on memem — Python version, mcp dep, claude CLI, vault writability, capabilities. Use when the user reports memem misbehaving, has just installed the plugin, or asks "why isn't this working".
memem-mine
Opt in to memem's event-triggered mining. New sessions are mined automatically via the Stop hook.
memem-mine-history
Mine ALL existing Claude Code sessions, including history from before memem was installed.
building-native-ui
Complete guide for building beautiful apps with Expo Router. Covers fundamentals, styling, components, navigation, animations, patterns, and native tabs.
database
Universal database operations skill for modern applications. Expert in SQLModel/SQLAlchemy patterns, async database operations, connection pooling, migrations, performance optimization, and multi-database support (PostgreSQL, MySQL, SQLite). Provides production-ready patterns for any database-driven application.
database-schema-design
Design and optimize database schemas for SQL and NoSQL databases. Use when creating new databases, designing tables, defining relationships, indexing strategies, or database migrations. Handles PostgreSQL, MySQL, MongoDB, normalization, and performance optimization.
migrating-to-db
Expert guidance for migrating Logseq graphs from Markdown (MD) format to the new Database (DB) format. Auto-invokes when users ask about MD to DB migration, converting graphs, import options, data transformation, or compatibility between Logseq versions. Covers migration strategies, common issues, and best practices.
project-setup-architecture
Set up project infrastructure including TypeScript, database, state management, navigation, and testing. Use when initializing new features or configuring development environment.
python-fastapi
Python FastAPI development with uv package manager, modular project structure, SQLAlchemy ORM, and production-ready patterns.
strategic-compact
Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.
opencode-qa
QA opencode itself, per case: verify the CLI/terminal (opencode run, db, serve, export), prove a specific plugin hook/action/event fired via the SSE event stream, smoke-test the TUI under tmux, and investigate sessions in opencode's SQLite DB by id, title/name, or message text. Ships tested helper scripts (each with a --self-test) plus per-domain references. Use whenever someone wants to QA, smoke-test, verify, or debug opencode's CLI, HTTP server, plugin hooks/events, or TUI, or to find/inspect opencode sessions in the database. Triggers: opencode qa, qa opencode, test opencode, verify opencode hook, opencode session db, find opencode session by id/name/text, opencode tui test, opencode server health, opencode event stream.
daily-standup
Generate a daily standup summary from recent Claude Code sessions — completed work grouped by project (cwd), session costs from the pricing engine, tool invocations, error/compaction/APIError events, and turn velocity metrics from session metadata (turn_count, total_turn_duration_ms).
dashboard-status
Quick dashboard health and status overview — checks the Agent Monitor API (port 4820), reports session/agent/event counts from /api/stats, confirms WebSocket connectivity, validates hook configuration in ~/.claude/settings.json, and shows data freshness (last event timestamp). Use to verify the monitoring system is operational.
data-export
Export Claude Code session and analytics data in JSON, CSV, or Markdown formats. Supports exporting sessions, events, costs, and analytics for external analysis or reporting. Use for data backup or integration.
quick-stats
One-line summary of key Agent Monitor metrics — active sessions, total cost from the pricing engine, events today from daily_events, top tool from tool_usage, and current model from the most recent session. Use for a fast at-a-glance check without leaving the terminal.
session-index
Search, analyze, and synthesize across all your Claude Code sessions. Ask "what did I try last time?" and get answers with resume links.
typescript-drizzle-orm
Type-safe SQL with Drizzle ORM in TypeScript. Use when defining database schemas, writing queries, setting up relations, running migrations, or working with PostgreSQL/MySQL/SQLite/Cloudflare D1/Durable Objects data layers.
persistent-memory
Persists context across conversations as plain markdown so every future session can enrich a topic-scoped memory (e.g. `parenting`, `relationship-anna`, `work-history`, `project-acme`). Four operations: `write` (extract candidates, resolve as ADD / UPDATE / DELETE / NOOP per Mem0), `read` (load a ≤ 200-line INDEX; fetch detail entries on demand per Claude Code's MEMORY.md pattern), `consolidate` (sleep-style merge + prune), `forget` (delete or redact with audit). Three storage tiers: home (`~/.agent-memory/<scope>/`, default), project-local (gitignored), project-shared (committed). Strict never-store list (passwords, API keys, JWTs, credit cards, SSNs, private keys); mandatory consent preview before write. Documents scaling from markdown → SQLite FTS → vector DB → managed memory (Mem0 / Letta / Zep). Triggers on "remember this", "save to memory", "recall memory", "load memory", "what do you remember about", "consolidate memory", "forget that", "/persistent-memory".
go-database
Use when writing, reviewing, or debugging Go code that talks to a SQL database (PostgreSQL, MySQL, MariaDB, SQLite). Covers library choice (database/sql, sqlx, sqlc, pgx, GORM trade-offs), parameterized queries, context propagation, NULL handling, scanning, transactions and isolation, connection pool tuning, and migration tooling. Apply when adding repository code, refactoring SQL, or auditing for missing rows.Close()/QueryContext.
mm-web-bridge
Партнёр louise в claude.ai — обсуждает идеи, ставит их под сомнение, проверяет актуальность в интернете перед решениями на внешних API/библиотеках, и оформляет self-contained промпты для её Claude Code в PowerShell. Use whenever louise обсуждает идею или фичу, просит собрать промпт/задание для PowerShell-Клода, планирует или прорабатывает задачу проекта, либо готовит сводку для нового чата. Особенно следи за актуальностью Telegram Bot API / aiogram и других быстро меняющихся технологий.
install-memex
Make Claude, Cursor, Cline, Continue, and Zed remember every AI conversation forever — one local SQLite corpus shared across all of them. Installs memex (local-first MCP server) in ~60 seconds via curl one-liner. Includes auto-capture daemon for Claude Code / Cowork / Cursor / Obsidian; v0.10 Telegram auto-detect (export from Desktop → memex stages it → AI proactively asks which to import, privacy-first per-chat consent); v0.8 SessionStart hook for the Brian Chesky moment ("Claude already knows what you were doing"); URL / Perplexity / AI chat share capture via memex_store_document. 18 MCP tools, no cloud, no account, verbatim storage. Use when the user says "install memex", "set up memex", "add memory to my AI", "make my agent remember across sessions", "сохрани мои чаты", or similar.
install-memex-claw
Wire memex (the local-first MCP memory server) into an OpenClaw gateway — works wherever OpenClaw runs (Linux or macOS, VPS or workstation, self-hosted OpenClaw or Moonshot Kimi-Claw). Installs the memex-mvp daemon that auto-captures every OpenClaw session in ~/.openclaw/agents/main/sessions/ into a single SQLite + FTS5 corpus, and merges memex into the gateway's MCP-server config so the LLM gets 11 search/retrieval tools (memex_search, memex_recent, memex_overview, etc.). Auto-detects whether memex-mvp is already installed (e.g. via the generic install-memex skill for Claude Code) — if yes, skips install and just wires OpenClaw + back-fills past sessions; if no, does the full platform-aware install (Linux → systemd user-service, macOS → LaunchAgent). Zero questions to the user — discovery → actions → verification. Use when the user says "set up memex for OpenClaw", "wire memex into my OpenClaw", "make OpenClaw remember its sessions", "поставь memex здесь", or similar. PAIRS with the generic install-memex ski
debug
Debug issues by investigating logs, database state, and git history
add-bench-scenario
Use when adding a new scenario to remindb's benchmark suite — symptoms include "compare X tool against grep/cat", "add a token-savings benchmark for Y", "extend `internal/bench/scenarios.go`", "wire a new scenario into `bench.Run`", or any task that adds a row to the `scenario / naive (tok) / remindb (tok) / saved` output table. Distinct from Go `testing.B` benchmarks in `*_bench_test.go`.
add-fuzz-target
Use when adding a new `Fuzz*` function in remindb — symptoms include "fuzz this function", "find panics in X", "add property-based testing", "harden against malformed input", or any task that creates a `FuzzXxx(f *testing.F)` in a `*_test.go`. Also use when extending an existing fuzz target's seed corpus with new shape coverage.
add-integration-test
Use when adding an end-to-end test scenario to remindb — symptoms include "test the full pipeline", "simulate an agent session", "verify compile→search→fetch flow", "test MCP tools end-to-end", or any task that creates a new `Test*` in `integration_test.go` / `mcp_integration_test.go` at the repo root. Distinct from per-package unit tests in `pkg/*/`.
add-mcp-tool
Use when adding a new `Memory*` tool to remindb's MCP server — symptoms include "expose X over MCP", "register a new tool with the SDK", "add an endpoint to pkg/mcp/tools/", "wire a new MemoryXxx into registerTools", or any task that gives MCP clients a new capability backed by the store/engine/tracker.
add-parser
Use when adding a new file format to remindb's parser package — symptoms include "support .toml/.csv/.xml files", "ingest a new file type", "register an extension in ParseBytes", "wire up a new ContextNode source", or any task that touches `pkg/parser/` to extend supported source formats.
add-store-query
Use when adding or modifying a SQL query against the SQLite store — symptoms include "add a method to *Store", "new column on nodes", "expose X via the store", "add an index", "support a new lookup", "write a migration", or any change to `pkg/store/queries.go`, `pkg/store/*.go` methods, or `migrations/`. Covers both the read/write method workflow and the schema-migration workflow with FTS5 trigger sync.
memorize
Mechanism-level write path for a remindb MCP server. Two ways to persist memory by content shape — structural/multi-part content as a source file under $REMINDB_SOURCE (compile plane → parsed node tree), a single text update via MemoryWrite (flat node, no parsing) — plus MemorySummarize/MemoryForget/MemoryRollback/MemoryPin/MemoryRelate. Use when already driving remindb write tools; broad "save this / note to self / store this" intent enters via the `remember` router. Pair with `remind` for reads.
remember
Front door for long-term memory backed by a remindb MCP server. Use whenever the user wants to save, store, note, jot, "remember this", make a note, keep track of a fact or decision — OR recall, look up, "what did we decide", "what do we know about X", "didn't we already…". Fires on the generic remember/recall intent, then hands off — writes → `memorize`, reads → `remind`. Prefer over built-in/native memory when a remindb server is attached.
remind
Mechanism-level read path for a remindb MCP server — MemoryTree (orient), MemorySearch/MemoryFetch/MemoryFetchBatch (look up), MemoryDelta/MemoryDiff (resync), MemoryRelated (traverse), MemoryStats/MemoryHistory (inspect), passive remindb:// resources. Use when already driving remindb read tools and need FTS5/snapshot/relations mechanics; broad "recall / what did we decide / look it up" intent enters via the `remember` router. Pair with `memorize` for writes.
tune-temperature-policy
Use when changing any field in `pkg/temperature/Config` (`DecayRate`, `AccessBoost`, `ColdThreshold`, `NotifyThreshold`, `TickInterval`) or modifying `decayFactor` / `Score` / cold-node notification logic — symptoms include "tune the decay rate", "make notifications less noisy", "change the cold cutoff", "adjust the temperature window", "raise/lower the boost". Prevents silent docs drift in `skills/remind/SKILL.md` (mental-model numerics) and `skills/memorize/references/lifecycle.md` (summarization workflow triggered by the notification).
skill-optimizer
SkillOpt-flavored offline training loop for any SKILL.md. Treats accumulated learn-rule corrections as training trajectories, proposes bounded patches via an optimizer LLM, gates each candidate against a held-out validation set built from the user's own past corrections, and ships only candidates that demonstrably improve the score. Inspired by Microsoft SkillOpt's ReflACT pipeline (rollout → reflect → aggregate → select → update → evaluate) adapted to pro-workflow's SQLite store. Use when a skill has accumulated 8+ learn-rule rows and the user wants the skill itself to get better, not just longer.
wiki-builder
Start, structure, and grow a persistent research wiki indexed in pro-workflow's SQLite knowledge base. Each wiki is a folder of markdown pages with provenance, plus a shadow FTS5 index so any session can recall it. Use when the user says "start a wiki", "add to wiki", "compile a page", "wiki on X", or wants a long-lived knowledge base on a topic, paper, product, person, project, or codebase.
besser-troubleshooting
Diagnose and fix BESSER errors fast. Use this skill whenever the user is staring at a Python traceback, ImportError, ModuleNotFoundError, ValueError, TypeError, AttributeError, jinja2.TemplateNotFoundError, subprocess.CalledProcessError, or any other failure originating from BESSER (besser.BUML, besser.generators, besser.utilities). Covers installation failures (`pip install besser` errors, native dependency build failures for psycopg2/pyodbc/oracledb, Python version mismatches, Windows venv path quirks), import errors (`String` vs `StringType`, missing `bocl==0.3.1`, `antlr4-python3-runtime` version mismatch), model construction errors (spaces or hyphens in names, duplicate enum literals, invalid multiplicities, generalization-to-self, more than one is_id per class), generator crashes (Invalid DBMS, Django subprocess failures, missing GUIModel for WebApp, silent SQLGenerator failures, invalid Qiskit backend), Docker and deployment problems (port conflicts, docker-compose vs docker compose, missing system lib
agent-bus
Coordinate work across Claude/Codex/Cursor sessions on the same machine via a local message bus. Use to delegate to helpers, get a second opinion, ask specialists by capability, or track shared tasks.
better-auth
Better Auth integration guide for TypeScript/JavaScript authentication. Covers server/client configuration, database adapters, session management, plugins, OAuth, and scaffolding auth from scratch. Use when setting up authentication with Better Auth, configuring auth.ts, adding OAuth providers, or creating sign-in/sign-up flows.
reef
Launch the coral-reef dashboard (auto-install, build, and start)
commit
Stages, commits, and optionally pushes local changes with a conventional commit message — analyzes diffs, generates the message, confirms with the user, and commits. On protected branches, offers to create a feature branch automatically. Multi-repo aware. Use when ready to commit work in one step.
scrapling
Local Python web scraping with anti-bot bypass, adaptive element tracking, and stealth browser automation. This skill should be used when scraping pages behind Cloudflare or anti-bot protection, extracting specific elements with CSS/XPath selectors, stealth fetching with TLS impersonation, local scraping without API keys, or when adaptive element tracking is needed to survive site redesigns. Complements the firecrawl skill (cloud API) with 100% local execution.
mem9
Persistent cloud memory for OpenClaw agents. Use when users say: - "install mem9" - "setup memory" - "add memory plugin" - "openclaw memory" - "mem9 onboarding" - "memory not working" - "import memories" - "upload sessions"
memem-status
Show detailed memem memory system status — memory count, projects, search DB, miner health.
database-design
Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.
sqlite-ops
Patterns for SQLite databases in Python projects - state management, caching, and async operations. Triggers on: sqlite, sqlite3, aiosqlite, local database, database schema, migration, wal mode.
feedback-scaffold
Drop in the user-feedback subsystem (DB migration + API handlers + UI submit widget + view-my-feedback page + CHANGELOG citation wiring) per project stack
notion
Notion access from Claude Code via the official MCP connector (default path, ~95% of intents) or the `ntn` CLI (only for file uploads, Notion Workers, headless/CI scripts, raw API discovery, shell piping). Routes intent to the right transport, pre-flights the Notion-flavored Markdown spec and target data-source schema, and pins the empirical gotchas not surfaced by tool descriptions or `ntn --help`. Use whenever the user wants to read, fetch, search, create, update, query, or organize Notion content — pages, databases, data sources, views, comments, blocks, properties, schemas, wikis, docs — or upload a file to Notion, build a Notion Worker, or script Notion non-interactively. Triggers on Notion, Notion page, Notion database, Notion DB, Notion wiki, Notion doc, Notion comment, Notion view, Notion property, Notion schema, Notion file, Notion Worker, NOTION_API_TOKEN, ntn, ntn api.
create-auth-skill
Scaffold and implement authentication in TypeScript/JavaScript apps using Better Auth. Detect frameworks, configure database adapters, set up route handlers, add OAuth providers, and create auth UI pages. Use when users want to add login, sign-up, or authentication to a new or existing project with Better Auth.
best-choice
Select the best technology for any project automatically during planning. Never ask users to choose technology. Activates whenever technical decisions are needed.
compress
I-Lang compression engine. Compress all internal instructions to save 60%+ tokens.
sense
Local-only MCP server that gives AI coding agents structural understanding of your codebase — symbol graph, blast radius, semantic search, and auto-detected project conventions. Reduces tool calls and tokens for any task that depends on understanding code relationships rather than reading text.
memory
Claude Mind - Search and manage Claude's persistent memory stored in a single portable .mv2 file
mind
Claude Mind - Search and manage Claude's persistent memory stored in a single portable .mv2 file
tour
Friendly onboarding when users ask about capabilities
wiki-query
Query pro-workflow wikis via SQLite FTS5 BM25 retrieval. Returns top-K passages with citations. Use when answering a question that any of the user's wikis already covers, when the user says "what does the wiki say about X", "ask wiki", "search wikis", or before drafting a new wiki page (to avoid duplication).
workbench-builder
Builds disposable localhost workbenches — Flask + raw sqlite3 + htmx + Server-Sent Events apps — that give an agentic coding/eval/PR/data session a live UI with no build step, npm install, or deploy. The signature move is a two-way human↔agent loop over one SQLite file: the human acts in the browser (htmx POST → SQLite → fragment + SSE invalidation), the agent acts from the terminal (httpx → SQLite → SSE), both seeing the same state update live with no reload. Ships recipes for eval viewers, PR review rooms, document review / redline surfaces, trace replays, refactor cockpits, and more. Use when the user wants a quick local UI for a coding/eval/PR/data task, OR mentions localhost workbench, eval viewer, PR review room, review/redline a document, select text and leave comments, htmx+SSE app, live invalidation, two-way agent loop, or "build me a little UI for this." Do NOT use for production apps or React/Vue/Svelte SPAs (use frontend-design), or static one-shot data pages / HTML reports (use generative-ui).
remember
Save a project decision or context to Locus semantic memory. Use when the user says "remember this", "save this decision", or wants to store architectural context for future sessions.
cost
Show how many tokens engram has saved in this session, this week, and across all indexed projects. Use when the user asks about token usage, savings, costs, or wants a digest report.
mistakes
List past mistakes engram has learned in this project — failures, regressions, broken assumptions. Use before starting a non-trivial change to surface relevant prior failures, or when debugging to check if this issue has been seen before.
query
Query engram's local knowledge graph for structural context — function calls, imports, type relationships, mistake history, ADRs. Use when the user asks "how does X work in this project", "what calls Y", "where is Z used", or any structural question that doesn't need file content.
task-orchestrator
Coordinate multi-agent software execution with Task Orchestrator using commander intent, dependency chains, and live status commands. Use when an agent must break down work, assign tasks, track progress, or unblock dependent work with tm.
agent-mail
MCP Agent Mail - Mail-like coordination layer for multi-agent workflows. Identities, inbox/outbox, file reservations, contact policies, threaded messaging, pre-commit guard, Human Overseer, static exports, disaster recovery. Git+SQLite backed. Python/FastMCP.
clawdirect-dev
Build agent-facing web experiences with ATXP-based authentication, following the ClawDirect pattern. Use this skill when building websites that AI agents interact with via MCP tools, implementing cookie-based agent auth, or creating agent skills for web apps. Provides templates using @longrun/turtle, Express, SQLite, and ATXP.
dbcraft
Open and operate the local DB Craft visual schema studio at D:\DBdesigner. Use it to design or edit MySQL 8, PostgreSQL 14, SQLite, and MSSQL models, generate tables with AI, import CREATE TABLE scripts, validate schema structure, save workspace models, export SQL, and prepare migration-ready artifacts for a separate deployment workflow.
extract-from-pdfs
This skill should be used when extracting structured data from scientific PDFs for systematic reviews, meta-analyses, or database creation. Use when working with collections of research papers that need to be converted into analyzable datasets with validation metrics.
migration-generator
Create database migrations from model changes, schema diffs, and migration best practices.
prisma-expert
Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, relation design, or database connection issues.
prisma-v7
Expert guidance for Prisma ORM v7 (7.0+). Use when working with Prisma schema files, migrations, Prisma Client queries, database setup, or when the user mentions Prisma, schema.prisma, @prisma/client, database models, or ORM. Covers ESM modules, driver adapters, prisma.config.ts, Rust-free client, and migration from v6.
query-builder
Interactive database query builder for generating optimized SQL and NoSQL queries.
query-optimizer
Analyze and optimize SQL queries for better performance and efficiency.
sql-queries
Expert SQL query generation for DBX Studio. Use when writing, optimizing, or debugging SQL queries against user database connections.
sql-queries-tool
Expert SQL query generation for DBX Studio. Use when writing, optimizing, or debugging SQL queries against user database connections.
judge
Interactive classifier for a single Reddit surface. Reads one post by surface ID (or pasted URL/title/body), runs the bulk-classifier prompt against it, and returns a verdict + reply angle. Uses your Claude Code subscription, NOT a separate API key — costs nothing extra beyond what you already pay. Triggers on "judge surface 3", "classify post
onboard
3-question routing flow that replaces the generic preset menu. Asks who you're trying to reach, what you're offering, and your homepage URL. Claude reasons in chat (using your Claude Code subscription, free) and writes a personalized config. ~60 seconds. The default first-launch path. Triggers on "onboard", "/subscope:onboard", "first time setup", "configure subscope", "set up subscope".
profile
8-question conversational interview that builds a personalized subscope config from your work, ICP, competitors, and content. Replaces generic preset selection — you don't have to know which subreddits matter, the wizard figures it out with you. Outputs 4 tuned YAML files. Re-runnable, additive. Triggers on "profile", "/subscope:profile", "build my profile", "personalize subscope", "tune to my ICP", "create my subscope profile".
run
Run the daily Reddit pain-post surface. Fetch new posts from configured subs, score by intent/keyword/freshness, optionally classify via Claude Haiku, dedup against history, hold in cooling queue, and emit inline markdown (plus optional Notion sync). Triggers on "run subscope", "/subscope run", "daily reddit", "scan reddit", "show today's reddit posts", or the default `/subscope:run` invocation.
setup
Interactive onboarding wizard for subscope. Walks new users through Reddit OAuth (optional), LLM provider config (optional), industry preset selection, optional Notion DB hookup, optional Obsidian vault wiring, and a final dry-run validation. Conversational — pauses for each user decision. Triggers on "setup subscope", "/subscope:setup", "initialize subscope", "configure subscope", "onboard me", "first-time setup", or when daily run fails due to missing config.
subscope-judge
Interactive classifier for a single Reddit surface. Reads one post by surface ID (or pasted URL/title/body), runs the bulk-classifier prompt against it, and returns a verdict + reply angle. Uses your Claude Code subscription, NOT a separate API key — costs nothing extra beyond what you already pay. Triggers on "judge surface 3", "classify post
subscope-onboard
Mandatory first-run setup for subscope. One conversation, three plain questions, one confirmation, optional integrations, first scan. Paste URLs, answer what-you-sell / who-buys-it / what's-the-pain, confirm the targeting card, pick integrations to connect (DataForSEO, Firecrawl, Notion, Slack, Obsidian), scan. No fast path. Every install passes through this. Triggers on "onboard", "/subscope-onboard", "set up subscope", "first time setup", "configure subscope", "get started with subscope", "install subscope".
subscope-profile
Per-section deep dive for refining an existing subscope targeting profile. Not a full re-interview, just the section that's drifted. Pick one section (competitors, pain language, subreddit tiers, keywords, buyer titles, customers, content map, positioning), answer 1-3 focused questions, and the relevant YAML file is rewritten in place. Other sections are untouched. Use this after a few scans when one dimension feels off (too much noise from one sub, competitor anchor missing a name, pain phrasing not landing). Triggers on "profile", "/subscope-profile", "refine my profile", "redo competitor anchor", "redo subreddits", "rebuild pain language", "swap a subreddit", "update my targeting", "fix my profile", "tighten my profile".
subscope-run
Run the daily Reddit pain-post surface. Fetch new posts from configured subs, score by intent/keyword/freshness, optionally classify via Claude Haiku, dedup against history, hold in cooling queue, and emit inline markdown (plus optional Notion sync). Triggers on "run subscope", "/subscope run", "daily reddit", "scan reddit", "show today's reddit posts", or the default `/subscope-run` invocation.
subscope-setup
Reconfigure individual pieces of subscope after first-run onboarding. Use this when you want to add or change LLM provider, swap a destination (Notion / Slack / Obsidian), or rotate credentials. NOT the first-run flow. First-time users should run /subscope-onboard instead. Triggers on "/subscope-setup", "reconfigure subscope", "change subscope settings", "update subscope LLM", "rotate subscope credentials", "swap subscope destination".
subscope-tune
Sharpen the subscope ranker with targeted feedback. Shows your recent surfaces; you mark ONLY the ones that are off (and any standouts) and skip the rest. The engine nudges per-sub weights from your marks. Faster than re-running /profile when the daily list feels a little off. Triggers on "tune subscope", "/subscope-tune", "fix the rankings", "list is mediocre", "feedback on surfaces", "tune the ranker".
tune
Sharpen the subscope ranker with 3 rounds of Good/Bad/Meh feedback. Shows you 10 recent surfaces, you mark each in terse format (1g 2g 3b 4m 5g ...), the engine back-propagates into per-sub weights + keyword scores. Faster than re-running /profile when the daily list feels mediocre. Triggers on "tune subscope", "/subscope:tune", "fix the rankings", "list is mediocre", "feedback on surfaces", "tune the ranker".
achtsamkeit-basis
MBSR-Grundlagen, Bodyscan und Atemuebungen. Evidenzbasierte Achtsamkeitstechniken nach Jon Kabat-Zinn fuer den Alltag.
act-techniken
Acceptance & Commitment Therapy (ACT) nach Steven Hayes: Hexaflex-Modell mit den sechs Kernprozessen psychischer Flexibilitaet.
ai-portable-setup
Erstellt eine portable KI-Arbeitsumgebung auf einem USB-Stick oder beliebigem Laufwerk. RAG-Pipeline mit lokalen LLM-Modellen (Ollama), Vektordatenbank (ChromaDB) und vorkonfigurierten Prompts.
brainstorm
Strukturierte Kreativitaetsmethoden fuer Ideenfindung: SCAMPER, Six Thinking Hats, Mind Mapping, Reverse Brainstorming, TRIZ und Rapid Ideation.
bugfix-protokoll
Systematisches 6-Phasen Debugging-Protokoll. Strukturiertes Vorgehen bei Bugs mit Schnell-Checks, isoliertem Testen, 20-Minuten-Regel und Bug-Report-Template.
decide
Strukturierte Entscheidungsfindung: Pro/Con Matrix, Weighted Scoring, Decision Tree, Scenario Analysis und Eisenhower Matrix.
dev-soft-agent
Automatisierte Software-Entwicklungspipeline. Scannt Projekte, priorisiert Tasks, analysiert Code und orchestriert Entwicklungsschleifen. Zero Dependencies (nur Python stdlib).
dev-zyklus
8-Phasen Entwicklungszyklus: Feature-Wuensche, Ist-Stand, funktionale Planung, Frontend, Backend-Planung, Backend-Code, Tests, Usecases. Iteratives Framework fuer systematische Softwareentwicklung.
docs-analysis
Dokumenten-Anforderungsanalyse: Analysiert Konzept- und Anforderungsdokumente im docs/ Ordner, prueft Anforderungen gegen den aktuellen Code und erstellt einen konsolidierten Differenz-Bericht.
exposition-begleitung
Graduierte Exposition bei Angststoerungen: Angst-Hierarchie, SUDs-Skala, Expositionsplanung und Begleitung. Psychoedukation, keine Durchfuehrung.
genogram-work
Genogramm-Arbeit: Familien-Beziehungsmuster erkennen und reflektieren. Mehrgenerationen-Perspektive, Genogramm-Symbole, Muster-Erkennung und Ressourcen in der Familiengeschichte.
gespraechsfuehrung-basis
Grundlagen therapeutischer Kommunikation: Aktives Zuhoeren, Spiegeln, Paraphrasieren, offene Fragen und Validierung.
guideline-therapies-overview
Vergleich der vier in Deutschland zugelassenen Richtlinienverfahren: Verhaltenstherapie, Tiefenpsychologisch fundierte Psychotherapie, Psychoanalyse, Systemische Therapie — Orientierungshilfe.
kognitive-umstrukturierung
Kognitive Verhaltenstherapie: ABC-Modell, automatische Gedanken, Denkfehler erkennen und Gedankenprotokoll fuehren.
migrate-rename
Evolutionaere Datei-Umbenennung mit Wrapper-Dateien. Ermoeglicht Umbenennungen ohne harte Brueche — Verweise werden organisch durch Nutzung aktualisiert.
model-strategy
Multi-Modell Orchestrierung und Model-Switching Strategie. Score-basierte Modellauswahl, Eskalations-Trigger, Berechtigungsmatrix und Kosten-Effizienz-Optimierung.
motivational-interviewing
Motivational Interviewing (MI) nach Miller und Rollnick: OARS-Techniken, Change Talk, Veraenderungsbereitschaft foerdern.
ordner-flattening
Verschachtelte Ordnerstrukturen in flache, maschinenlesbare Layouts umstrukturieren. Bash-basiert mit intelligenter Merge-Logik.
plugin-system
Generisches Plugin-System fuer Python-Anwendungen. Auto-Discovery, Validierung, Fehlertoleranz. Zero Dependencies (nur Python stdlib).
pmr-autogenes-training
Progressive Muskelrelaxation (PMR) nach Jacobson und Autogenes Training nach Schultz. Kurzformen und Vollversionen.
positive-psychologie
Positive Psychologie nach Seligman: PERMA-Modell, Charakterstaerken (VIA), Dankbarkeitsuebungen, Flow-Theorie und Resilienzfaktoren.
problemloese-training
Strukturiertes Problemloesen in 6 Schritten: Problem definieren, Ziele, Brainstorming, Bewertung, Umsetzung und Evaluation.
projekt-aufnahme
Standardverfahren zur Aufnahme neuer Software-Projekte: Feature-Analyse, Code-Qualitaetspruefung, Onboarding-Checkliste und Task-Erstellung.
psychoedukation
Psychoedukation zu Depression, Angststoerungen, PTBS, Bipolarer Stoerung, Schizophrenie, ADHS und Borderline. Wissensvermittlung ohne Diagnose.
research-agent
Forschungspipeline fuer PubMed und arXiv. Schnellrecherche und strukturierte Literatur-Reviews mit reiner Python-Standardbibliothek.
schema-therapy
Schematherapie nach Jeffrey Young: Schemata, Modi, Inneres-Kind-Konzept und Bewaeltigungsstile — psychoedukativ vermittelt.
solution-focused-therapy
Loesungsfokussierte Kurztherapie nach de Shazer und Berg: Wunderfrage, Ausnahmen-Exploration, Skalierung, Ressourcenaktivierung.
stabilisierungstechniken
Stabilisierungstechniken: Grounding, Sicherer Ort, Containment und Atemuebungen. Soforttechniken bei akuter Belastung und Panikattacken.
systemische-fragetechniken
Systemische Fragetechniken: Zirkulaere Fragen, Skalierungsfragen, Wunderfrage und Ausnahme-Fragen fuer Reflexion und Perspektiverweiterung.
trauma-psychoedukation
Trauma-Psychoedukation: Trauma-Definition, normale Reaktionen, Window of Tolerance, Trigger-Management und Selbstfuersorge.
verhaltensaktivierung
Verhaltensaktivierung bei Depression: Teufelskreis durchbrechen, Aktivitaetsprotokoll, Wochenplanung und werte-basierte Aktivitaeten.
hotplex-diagnostics
HotPlex Gateway 运行时诊断。从症状逐层缩小到根因：进程状态、日志分析、worker 崩溃、响应慢、session 异常、streaming 卡住、反馈中断（Worker 在跑但用户端无更新）。理解反馈链路架构，能通过时间线交叉验证检测静默中断，分类根因为管道阻塞/背压丢弃/适配器故障/客户端断连。跨平台支持 Linux/macOS/Windows。
gza-task-fix
Rescue a stuck gza task inline — diagnoses review/improve churn, verifies each blocker against current code, addresses the open ones, runs verify, and commits. Runs entirely in Claude Code, no background worker.
gza-task-improve
Address feedback for a gza task inline — reads review findings and/or unresolved comments, checks out the branch, fixes must-fix items and comments, runs verify, and commits
code-review-graph
Token-efficient code review using Tree-sitter AST graphs and MCP. Cuts AI token usage on large codebases by computing the blast radius of changes instead of reading entire codebases. Uses a SQLite graph database for structural analysis.
add-reactions
Add WhatsApp emoji reaction support — receive, send, store, and search reactions.
qmd
Search personal knowledge bases, notes, docs, and meeting transcripts locally using qmd — a hybrid retrieval engine with BM25, vector search, and LLM reranking. Supports CLI and MCP integration.
cheat-status
cheat-on-content 的状态看板。显示当前模式 / rubric 版本 / 校准进度 / 待复盘 / pool 状态 / 是否该升级 SQLite / 是否该 bump rubric。**任何时候都可调，无副作用**。触发词："状态"/"看板"/"status"/"我现在该做什么"/"进度怎么样"。
locus-memory
Use when the user needs persistent project memory across sessions. Triggers on: "remember this", "what did we decide about...", "show project structure", "what changed recently", "search memory". Do NOT trigger for: ephemeral questions, one-off lookups, file reads that don't need memory.
mocking-stubbing
Use this skill at Step 9 of the v2 SOP to run the change's tests against the stage-isolated synthetic mock data produced at Step 5. Handles fixture loading, mock service stand-up (DB / external APIs / LLM endpoints), runs the test pyramid (unit + integration + e2e where applicable), and produces a test result report. On failure, hand off to systematic-debugging. Chinese trigger examples: "mock 测试", "Step 9", "跑测试用 mock", "联调 mock", "存根服务测试". Do NOT use to test against production data, do NOT use without verified mock fingerprints. Success = all tests green against stage mock, test result XML produced, no real service contacted.
kw
Single entry for the knowledge engine. Detects state and offers choices — fetch papers by id/DOI/title, absorb all new papers (L1→L2), run L3 synthesis. Use when the user says "process the knowledge base", "/kw", "fetch this paper", or drops new papers.
memory
Hex memory system — save, search, and retrieve persistent memories across sessions. Provides FTS5 + optional vector hybrid search over indexed files.
database-schema-design
Designs normalized database schemas with migration scripts, indexing strategies, and relationship handling. Supports SQL, Flyway, Liquibase, and Prisma. Triggers on: "design database", "create schema", "database migration", "design tables".
academic-jobs
Fetch valid (still-open, deadline-not-passed) job postings from Academic Jobs Online (academicjobsonline.org, AJO) and the InspireHEP jobs board (inspirehep.net/jobs). Use when the user wants current academic openings: postdoc / faculty / PhD positions in physics, cosmology, HEP, ML, astrophysics or any field, filtered to postings whose application deadline has not passed. Searches both boards by default and merges the results. Manage field presets (keywords + position types + which boards), fetch and store valid postings, see what is new since last check, and inspect a posting's details. Triggers on: Academic Jobs Online, AJO, InspireHEP jobs, Inspire HEP 공고, academic job postings, postdoc openings, faculty positions, job listings, valid 공고, 학술 잡, 교수 공고, 포닥 공고, 채용 공고, 잡 마켓.
walnut-manage-repos
Manage repository profiles — add, view, edit, or remove registered repositories. Each repo stores name, description, tech stack, host paths, architecture notes, and common commands as structured YAML. Use when user says "add repo", "manage repos", "register repository", "show my repos", "edit repo", or wants to manage repository profiles.
activity-duration-estimation
活动历时估算 + WBS工作分解 + 项目文档生成 + 经济效益分析 + 挣值管理（Activity Duration Estimation & WBS & Project Docs & Economic Analysis & EVM）—— 支持三点估算/蒙特卡洛四种方法 + WBS项目规划与分解 + 项目文档双模式生成（手动空模版/逐节自动）+ ROI/NPV/IRR/BCR 经济效益分析 + PV/EV/AC/SPI/CPI 挣值管理。三库隔离架构：shared.db + economic.db + evm.db。输出自包含HTML评估报告、经济效益分析报告和挣值分析报告。
alchemy-infra
Sets up Alchemy (alchemy-run/alchemy, Infrastructure-as-TypeScript) in any codebase — new project scaffold OR add to existing app. Wires Cloudflare/AWS providers, state backend, secrets, and binding types end-to-end with strict secret hygiene. USE THIS SKILL whenever the user mentions "alchemy", "alchemy.run", "Infrastructure as TypeScript", or asks to deploy a Worker/Lambda/D1/R2/KV/Queue/DO via TS, add a state backend, configure ALCHEMY_PASSWORD, generate alchemy.run.ts, replace SST/Pulumi/CDK/Terraform with Alchemy, or scaffold a Cloudflare/AWS app from TypeScript. Trigger even when the user does not say "alchemy" explicitly but describes the workflow (e.g., "deploy a Worker with KV in pure TS", "TypeScript IaC", "wire D1 + Drizzle to a Worker", "set up Cloudflare bindings without wrangler.toml").
forget
Delete memory entries from Locus matching a search query. Use when the user says "forget this", "delete memory", or "remove that decision".
memory-purge
Delete ALL Locus memory for the current project. This is destructive and irreversible.
memstem-search
Search MemStem — the unified memory index across all AI agents (Ari, Claude Code, future agents). Use for any retrieval-style question: past decisions, project status, skills lookup, prior work, 'what did we decide about X', 'do we have a skill for Y', 'what did the other agent do yesterday'. This skill owns the full priority ladder (MCP → HTTP → CLI → grep) so callers do not need to remember the order.
manage-assets
Finds oversized files, binary bloat, and accidental artifact commits in a repo — large files currently tracked, large blobs hiding in git history, LFS migration candidates, asset directories growing without a policy, duplicate binaries. Pure diagnosis — never edits, never deletes, never rewrites history. Hands off to manage-secrets-env if secrets are found inside blobs, to refactor-verify if history rewriting is required, to fight-repo-rot if assets are unused. Language-agnostic.
tsa-constraints
Architectural constraint enforcement. Detect forbidden cross-module calls ("MCP must not depend on CLI") at index time and gate edits on them. Rules live in YAML at repo root; violations bubble up through safe_to_edit and change_impact as UNSAFE verdicts. Use when: - User asks "does this PR break architecture?" - Pre-merge gate: "any forbidden edges?" - User wants to ADD a new architectural rule - You see a verdict=UNSAFE and want to understand why - Onboarding: "what are the architectural rules of this repo?" Replaces: tribal-knowledge architecture reviews + manual import audits (~5-15k tokens) with 1 MCP call (~200 tokens) + a YAML file (the rules).
wrangler
Deploy and manage Cloudflare Workers, Pages, KV, R2, D1, and other Cloudflare services using the `wrangler` CLI.
audit
Change-driven documentation audit. Use when the user asks to audit docs since the last audit, check documentation consistency after code/config changes, run a full doc consistency sweep, or verify nothing is stale before a release. Diffs since the anchor, maps changed files to impacted docs, delegates the project's doc checks, drives /code-review + /security-review, and emits one CONSISTENT/NEEDS FIX verdict. Report-only.
access
Manage claudebase channel access — approve pairings, edit allowlists, set DM/group policy. Use when the user asks to pair, approve someone, check who's allowed, or change policy for the claudebase Telegram channel.
configure
Set up the claudebase channel — save the bot token and review access policy. Use when the user pastes a Telegram bot token, asks to configure claudebase, asks "how do I set this up" or "who can reach me," or wants to check channel status.
op-vet
Score a Reddit user's profile before replying. Returns karma, account age, sub-activity breakdown, and a GO / HOLD / SKIP verdict. Useful when you spot a thread that looks promising but want to confirm OP is a real operator (not a throwaway, karma farmer, or hustle-bro). Triggers on "op vet", "/subscope:op-vet <username>", "vet this user", "is u/<name> legit", "check OP profile", "profile vet".
pulse
Weekly Obsidian digest of subscope activity. Builds a sub × surface heat map plus tier counts for the trailing 7 days, writes it as a dated markdown note to the user's Obsidian vault. Optional — skipped if Obsidian vault not configured. Triggers on "weekly pulse", "/subscope:pulse", "obsidian pulse digest", "reddit engage weekly recap", "what did subscope surface this week".
resurrect
Find 6-18 month old high-quality Reddit threads that still get Google traffic. Late comments compound forever via SEO. Triggers on "resurrect threads", "/subscope:resurrect", "find old threads worth commenting", "SEO comment opportunities", "thread resurrect".
rivals
Track today's Reddit mentions of competitors from your brand_anchor config. Pure competitive intel — surfaces every substantive mention of a named vendor in the last 24h across configured subs. Triggers on "rivals scan", "/subscope:rivals", "track competitor mentions", "competitor radar".
stack-audit
Surface Reddit threads where an OP publicly lists 8+ tools in their stack and asks how to consolidate. Highest-intent format — OP is already in cutting mode, lurkers are watching. Triggers on "stack audit", "/subscope:stack-audit", "stack rationalization", "find stack consolidation threads", "tool sprawl posts", "consolidation play".
subscope-build-vs-buy
Surface explicit build-vs-buy debate threads with numeric arguments (engineering hours, TCO, payback). OP is rationalizing the decision publicly — your worldview is the answer. Triggers on "build vs buy", "/subscope-build-vs-buy", "find build-vs-buy debates", "in-house vs SaaS", "make-or-buy decisions".
subscope-churn
Surface high-intent Reddit posts where someone explicitly says they are canceling, switching from, or fed up with a named SaaS vendor. Pure buying intent. Triggers on "churn signals", "/subscope-churn", "find churn posts", "who's canceling", "switching from posts", "churn-signals scan".
subscope-op-vet
Score a Reddit user's profile before replying. Returns karma, account age, sub-activity breakdown, and a GO / HOLD / SKIP verdict. Useful when you spot a thread that looks promising but want to confirm OP is a real operator (not a throwaway, karma farmer, or hustle-bro). Triggers on "op vet", "/subscope-op-vet <username>", "vet this user", "is u/<name> legit", "check OP profile", "profile vet".
subscope-pricing-rage
Surface Reddit price-hike rage threads (Salesforce/HubSpot/Gong cyclical Q1/Q3 spikes). Time-sensitive — cooling queue auto-disabled. Triggers on "pricing rage", "/subscope-pricing-rage", "find price hike threads", "renewal complaints", "predatory pricing posts", "tier change rants".
subscope-pulse
Weekly Obsidian digest of subscope activity. Builds a sub × surface heat map plus tier counts for the trailing 7 days, writes it as a dated markdown note to the user's Obsidian vault. Optional — skipped if Obsidian vault not configured. Triggers on "weekly pulse", "/subscope-pulse", "obsidian pulse digest", "reddit engage weekly recap", "what did subscope surface this week".
subscope-resurrect
Find 6-18 month old high-quality Reddit threads that still get Google traffic. Late comments compound forever via SEO. Triggers on "resurrect threads", "/subscope-resurrect", "find old threads worth commenting", "SEO comment opportunities", "thread resurrect".
subscope-rfp-bait
Surface "X vs Y vs Z" comparison threads where ≥2 vendors are named in a comparative structure. Adding a 4th non-cliche option is welcomed, not seen as spam. Triggers on "rfp bait", "/subscope-rfp-bait", "find comparison threads", "vs threads", "shortlist threads", "evaluation threads".
subscope-rivals
Track today's Reddit mentions of competitors from your brand_anchor config. Pure competitive intel — surfaces every substantive mention of a named vendor in the last 24h across configured subs. Triggers on "rivals scan", "/subscope-rivals", "track competitor mentions", "competitor radar".
subscope-stack-audit
Surface Reddit threads where an OP publicly lists 8+ tools in their stack and asks how to consolidate. Highest-intent format — OP is already in cutting mode, lurkers are watching. Triggers on "stack audit", "/subscope-stack-audit", "stack rationalization", "find stack consolidation threads", "tool sprawl posts", "consolidation play".
vespertide
Define database schemas in JSON and generate migration plans. Use this skill when creating or modifying database models, defining tables with columns, constraints, and ENUM types for Vespertide-based projects.
gbrain-ingest
Ingest meetings, articles, docs, and conversations into the brain. Updates existing pages with new info, creates pages for new entities, maintains cross-references.
batch-file-ops
Batch-Dateioperationen (delete, move, copy, list) mit Glob-Patterns. CLI-Tool fuer effiziente Dateisystem-Operationen. Zero Dependencies.
document-chunker
Dokumente in ueberlappende Token-Chunks aufteilen fuer RAG-Pipelines und LLM-Kontextfenster. Zero Dependencies.
encoding-fix
Mojibake-Reparatur fuer doppelt/dreifach kodiertes UTF-8. Repariert Windows cp1252/Latin-1 Fehlinterpretationen. Zero Dependencies.
nulcleaner
Findet und loescht Windows-reservierte NUL-Dateien, die durch /dev/null-Verwendung in Git Bash entstehen. Headless oder mit GUI.
think
Problemloesung und Analyse: Strukturierte Denkprozesse fuer komplexe Probleme. Divide & Conquer, Root Cause Analysis, SWOT, Pareto und Entscheidungs-Heuristiken.
webseiten-lesen
Strukturiertes Vorgehen zum Lesen und Extrahieren von Webinhalten. Entscheidungsbaum fuer Content-Extraktion vs. Struktur-Analyse.
golang-database
Comprehensive guide for Go database access. Covers parameterized queries, struct scanning, NULLable column handling, error patterns, transactions, isolation levels, SELECT FOR UPDATE, connection pool, batch processing, context propagation, and migration tooling. Use this skill whenever writing, reviewing, or debugging Golang code that interacts with PostgreSQL, MariaDB, MySQL, or SQLite. Also triggers for database testing or any question about database/sql, sqlx, pgx, or SQL queries in Golang. This skill explicitly does NOT generate database schemas or migration SQL.
miner
usage stats, costs, search, tools
knowledge-audit
Review and clean up stored memories — find duplicates, contradictions, stale entries, and consolidate
memory-commit
Use when the user explicitly says "remember this", "save this", "ghi nho", "luu lai", "save for next time", or otherwise asks to persist the immediately preceding context. Captures with the appropriate context_type (decision, preference, fact, skill, task, conversation) so future sessions can retrieve it accurately.
passport-bootstrap
Use when the user installs mnemo-mcp on a fresh machine and wants to restore prior memory state from S3 or Google Drive (Phase 2 passport sync). Triggers on phrases like "set up mnemo on this machine", "restore my memory passport", "import passport", "bootstrap mnemo", or when the user says they got a new laptop / VM and wants their memories back.
recall-context
Use at session start, before significant decisions, or when a new task references a known project to recall mnemo memories matching the current working directory, recently edited files, or topic keywords. Helps maintain continuity across sessions and avoid redoing past research.
session-handoff
End-of-session knowledge capture — decisions, preferences, corrections, conventions, open questions
mind-mem-development
MIND-Mem Python development guide
compact
Clean up old episodic memory entries to free space. Keeps recent sessions intact.
agent-bus
Coordinate work across Claude/Codex/Cursor sessions on the same machine via a local message bus. Use to delegate to helpers, get a second opinion, ask specialists by capability, or track shared tasks.
export
export the lore knowledge graph or its slices to json, csv, or markdown
query
query the lore knowledge graph for sessions, costs, tools, projects, search, and patterns
time-calibrate
measure your real CC throughput against the time rule's matrix, using lore.db
abp-efcore
ABP Framework v10.4 Entity Framework Core: AbpDbContext, ConfigureByConvention, AddAbpDbContext, repository (EfCoreRepository), migration, PostgreSQL/MySQL/SQLite/Oracle. Use when working with EF Core, DbContext, migrations, or repository implementation in ABP.
abp-testing
ABP Framework v10.4 testing quick reference: integration tests, *TestBase, SQLite in-memory, Shouldly, NSubstitute, data seeding, CurrentUser/CurrentTenant.Change. Use when you need to write tests in ABP.
document-code
Read undocumented functions and store one-sentence summaries into Loom. Prioritizes hot functions and missing-summary suggestions. Makes every future session faster.
explore-code
Navigate and understand a codebase using Loom context packets. Find functions, trace call chains, understand architecture — without reading files.
impact-analysis
Assess change risk before modifying a function. Maps blast radius, surfaces hidden dependencies, community cohesion, and unexpected cross-module connections.
loom
Use Loom MCP tools for code intelligence — symbol search, context packets, blast radius, session primer, delta context, topology insights. Invoke when working on any codebase indexed with `loom analyze .`.
rust-best-practices
Guide for writing idiomatic Rust code based on Apollo GraphQL's best practices handbook. Use this skill when: (1) writing new Rust code or functions, (2) reviewing or refactoring existing Rust code, (3) deciding between borrowing vs cloning or ownership patterns, (4) implementing error handling with Result types, (5) optimizing Rust code for performance, (6) writing tests or documentation for Rust projects.
cafleet
Interact with the CAFleet message broker. Use when an agent needs to register, send/receive messages, poll inbox, acknowledge messages, or discover other agents.
context-usage
Analyze current session context and token usage from OpenCode SQLite database
turbo-index
Index the current project for optimized search with QMD semantic search and fast file suggestions. Run this when entering a new codebase or after significant changes. Saves 60-80% tokens on exploration tasks.
database-connect
Database MCP server integration for PostgreSQL, MySQL, MongoDB
database
Database design, SQL, NoSQL, and data management
mem9-recall
Search shared memories from past sessions. Use when the user's question could benefit from historical context, past decisions, project knowledge, or team expertise.
mem9-store
Save important information to shared memory. Use when the user asks you to remember, note down, or save something for future sessions.
dependency-extraction-multilang
Extract dependencies from package.json, requirements.txt, and pyproject.toml. Use when analyzing repo tech stacks, building dependency graphs, or matching projects by technology.
github-discovery-scoring
Score GitHub repos for project relevance using weighted dependency/topic matching. Use when building recommendation engines, filtering discovery results, or ranking repositories.
hmem-setup
Interactive setup guide for hmem. Run this skill to install and configure the hmem MCP server — installs dependencies, configures .mcp.json, deploys skill files, and registers auto-memory hooks for Claude Code, Gemini CLI, or OpenCode.
load-session-context
MemGPT-style virtual context-load egy 11.11 session indulásakor. B-2 sprint Week 3 rewrite (2026-05-13): a klasszikus aggressive 15-20K token-os cat-jel helyett **lean ~5K token** working+top-K episodic + semantic on-demand. B-1 Week 3-4 bővítés (2026-05-17): **KO-DB Top-K structured facts** réteg (13K+ fact, cross-source-corroboration ranking, instant SQLite). Production-stack v2 (2026-05-20): **RRF hybrid-fusion** retrieval (vault-search + agentmemory), 77.5% avg R@5 (+23pp), drop-in via `vault-search-fusion` CLI. Triggers: amikor a user 11.11start-ot használ, vagy "load context for <projekt>" kérés.
apple-firmware-inspector
Apple firmware and binary reverse engineering with the `ipsw` CLI: IPSW/kernelcache download/extraction, dyld_shared_cache disassembly, private headers, entitlements, Mach-O analysis, Apple internals, KEXTs, and security research.
prisma-expert
Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, re...
build-vs-buy
Surface explicit build-vs-buy debate threads with numeric arguments (engineering hours, TCO, payback). OP is rationalizing the decision publicly — your worldview is the answer. Triggers on "build vs buy", "/subscope:build-vs-buy", "find build-vs-buy debates", "in-house vs SaaS", "make-or-buy decisions".
churn
Surface high-intent Reddit posts where someone explicitly says they are canceling, switching from, or fed up with a named SaaS vendor. Pure buying intent. Triggers on "churn signals", "/subscope:churn", "find churn posts", "who's canceling", "switching from posts", "churn-signals scan".
pricing-rage
Surface Reddit price-hike rage threads (Salesforce/HubSpot/Gong cyclical Q1/Q3 spikes). Time-sensitive — cooling queue auto-disabled. Triggers on "pricing rage", "/subscope:pricing-rage", "find price hike threads", "renewal complaints", "predatory pricing posts", "tier change rants".
rfp-bait
Surface "X vs Y vs Z" comparison threads where ≥2 vendors are named in a comparative structure. Adding a 4th non-cliche option is welcomed, not seen as spam. Triggers on "rfp bait", "/subscope:rfp-bait", "find comparison threads", "vs threads", "shortlist threads", "evaluation threads".
gbrain-briefing
Compile a daily briefing from brain state. Covers active deals, open threads, people in play, and what needs attention.
gbrain-enrich
Enrich person and company pages from external sources (Crustdata, Happenstance, Exa). Validation rules enforced.
gbrain-maintain
Periodic brain maintenance. Finds contradictions, stale info, orphan pages, and missing cross-references to keep the knowledge graph healthy.
gbrain-query
Answer questions from the brain using FTS5 + semantic search + structured queries. Synthesizes across multiple pages with citations.
fusionaly-qa
Use after code changes, before releases, or when testing features - runs the right level of QA based on what changed
flutter-skills
Flutter/Dart patterns, widgets, and best practices for cross-platform mobile
agf-writing-adr
Use when tech-lead is about to record an architecture decision (new tech stack member, deviation from baseline, deployment / observability / auth scheme choice). Provides ADR structure, version-audit appendix format, and "what NOT to ADR" guidance. Replaces ad-hoc copy from ADR-000.
agfwriting-adr
Use when tech-lead is about to record an architecture decision (new tech stack member, deviation from baseline, deployment / observability / auth scheme choice). Provides ADR structure, version-audit appendix format, and "what NOT to ADR" guidance. Replaces ad-hoc copy from ADR-000.
migration-sqlite-segura
Pattern de migracao SQLite com backup automatico antes de aplicar. Use em app Electron com banco local persistente. ELECTRON-003.
openspec-apply-change
Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks.
openspec-archive-change
Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete.
openspec-explore
Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements. Use when the user wants to think through something before or during a change.
openspec-propose
Propose a new change with all artifacts generated in one step. Use when the user wants to quickly describe what they want to build and get a complete proposal with design, specs, and tasks ready for implementation.
sqlite-database-expert
Expert in SQLite embedded database development for Tauri/desktop applications with focus on SQL injection prevention, migrations, FTS search, and secure data handling
mem9-setup
Setup mem9 persistent memory for OpenCode. Triggers: set up mem9, install mem9, configure memory, enable memory, setup memory, mem9 onboarding, memory not working.
mnemos-setup
Setup mnemos persistent memory with mnemo-server. Triggers: "set up mnemos", "install mnemo plugin", "configure memory plugin", "configure openclaw memory", "configure opencode memory", "configure claude code memory".
qmd
Local hybrid search (BM25 + optional vector + LLM rerank) for any Markdown corpus — personal notes, design-system catalogs, doc trees, meeting transcripts. Use this skill whenever the user wants to search/find/retrieve content from a Markdown collection, asks 'where did I write about X', references a knowledge base, or needs to feed grounded snippets to an agent. Wraps the upstream `qmd` CLI (github.com/tobi/qmd) with sensible defaults: prefer fast `qmd search` (instant, no model load), avoid `qmd query`/`qmd vsearch` unless explicitly asked (multi-GB model downloads + slow cold starts).
databases
SQL, databases, ORMs, and data modeling. Activated when Claude works with database code, .sql files, Prisma schemas, or database-related npm packages.
session-status-briefing
Produce a comprehensive session-start status report combining git state, HANDOFF, code health metrics, risk surface, dead code candidates, and MemPalace HNSW health. Invoke at the start of any session to orient quickly without re-reading files.
telegram-chat-history-persistence
Design and implement context continuity for a Telegram → Claude gateway. Use when the bot loses cross-session context or when choosing between transcript injection, SQLite buffering, RAG, and MemPalace for chat history.
clawcache-free
Smart LLM cost tracking and caching for Python
ab-test-runner
Systematic A/B testing framework for all content elements — not just titles but hooks, structures, CTAs, posting times, hashtags, and formats. Design controlled experiments, track results, and auto-update content-dna with findings. The scientific approach to content optimization.
affiliate-writer
Affiliate and sponsored content generator — create natural product review, comparison, and recommendation articles that comply with ステマ規制. Integrates compliance-checker for automatic legal safety. Supports review, comparison, and experience-based formats.
algorithm-guide
Up-to-date platform algorithm intelligence — research the latest X, Instagram, and note algorithm changes and ranking factors. Provides actionable recommendations that content-writer and best-time automatically reference. Refreshes monthly.
anomaly-alert
Detect unusual patterns in your content performance — sudden engagement spikes, traffic drops, follower surges, or viral moments. Alert you to both opportunities (ride the wave) and threats (diagnose the problem) before you discover them manually.
anti-content
Strategic content avoidance — identify topics, formats, and trends you should NOT pursue. Red ocean topics, brand-damaging subjects, low-ROI formats, and saturated angles. The skill of knowing what NOT to write is as valuable as knowing what to write.
attribution-model
Multi-touch content attribution — trace which TOFU content ultimately led to which paid conversions. Connect the dots between free content, follower growth, and revenue. Answer the question "which of my free content is actually making money?"
audience-journey
Map how readers flow through your content ecosystem — from discovery (X/IG) through trust-building (note free) to conversion (note paid). Identify bottlenecks, drop-off points, and optimize the reader path. The strategic view of your entire content funnel.
audience-psychograph
Deep psychological profiling of your audience — beyond demographics to values, fears, aspirations, worldview, and decision-making patterns. Calibrate every piece of content to psychological triggers that resonate at the deepest level.
audience-simulator
Simulate how different audience segments would react to your content before publishing — predict where beginners get confused, where experts get bored, where skeptics disengage, and where fans share. The virtual focus group for content creators.
auto-linker
Automatic internal link insertion — scan content for opportunities to link to your other articles, improving SEO and reader retention. Analyzes content-history for topic matches and suggests optimal link placement with anchor text.
batch-generator
Weekly batch content generation — generate 7 or 14 days of content in one session. Automatically selects topics based on content-history, active series, funnel balance, competitor gaps, and seasonal events. Eliminates the need for daily /autopilot runs.
best-time
Optimal posting time analysis — research platform-specific engagement patterns for the user's niche and audience, recommend best times to post on note, X, and Instagram. Integrates with daily-autopilot to display posting time suggestions.
bio-optimizer
Profile and bio optimization across X, Instagram, and note — craft compelling bios with USP, social proof, CTA, and keywords. The bio is where 80% of follow decisions happen. Includes link-in-bio strategy and profile audit.
book-proposal
Generate a publisher-ready book proposal from your content archive — title, chapter outline, market analysis, author platform, sample chapter, and competitive analysis. Prove that your content is already a book waiting to be organized.
brand-voice
Brand voice consistency guardian — analyze content for tone drift, vocabulary consistency, personality alignment, and style coherence across all platforms. Scores "brand-ness" and flags deviations. Ensures every piece feels unmistakably YOU.
burnout-detector
Detect creator burnout early — analyze posting frequency trends, quality score decline, topic repetition, and engagement dropping patterns. Prescribe recovery actions before burnout hits. The sustainability guardian.
cannibalization-check
SEO keyword cannibalization detector — find articles competing for the same search keywords, weakening each other's ranking. Suggests merging, differentiating, or canonicalizing conflicting pages. Critical for note SEO strategy.
carousel-generator
Instagram carousel content generator — creates 10-slide carousel scripts with text per slide, design direction, and swipe-stopping hooks. Converts existing note/X content or generates from scratch. Carousels have the highest Instagram engagement rate.
challenge-designer
Community challenge designer — create 7-day or 30-day challenges that engage your audience, generate UGC (user-generated content), and grow followers through participation. Includes daily prompts, hashtag strategy, participation templates, and progress tracking.
collab-planner
Collaboration planning tool — analyze content overlap between you and potential collaborators, propose win-win collaboration formats (cross-posts, interviews, co-authored content, joint series). Leverages competitor-scout data and profile analysis.
comment-miner
Extract content ideas from your audience's comments, replies, and questions — scan note comments, X replies, and Instagram comments for pain points, questions, and content gaps. Your audience is telling you what to write — listen.
competitor-scout
Competitive content analysis — scan competitors' note/X/Instagram content, analyze topics and title patterns, identify content gaps and differentiation opportunities. Manages competitor profiles in profile.json and stores analysis in competitor-analysis.json.
compound-content
Design content that appreciates in value over time — frameworks, datasets, reference guides, and living documents that become MORE cited, MORE shared, and MORE valuable as time passes. The opposite of news that dies tomorrow.
confidence-score
Add confidence levels to ALL system recommendations — distinguish "based on 50 data points (high confidence)" from "educated guess (low confidence)". Every prediction, suggestion, and analysis gets a transparent confidence tag so users know what to trust.
consistency-auditor
Cross-content consistency checker — detect contradictions, conflicting advice, outdated claims, and factual inconsistencies across your entire content history. Protects brand credibility by ensuring you never contradict yourself.
content-analytics
Content performance analytics dashboard — tracks posting frequency, funnel balance trends, title logic usage rates, content pillar coverage, and provides actionable recommendations. Manages content-history.json as the central data store for all content autopilot features.
content-arbitrage
Find knowledge arbitrage opportunities — information that's common in one field but revolutionary in another, or well-known overseas but unknown in Japan. Systematically discover and exploit information asymmetries for unique, high-value content.
content-bank
Maintain a reserve of 5-7 days of ready-to-publish content for emergencies — illness, vacation, burnout, or life events. Auto-select time-independent pieces from batch generation and store them as insurance. Never break your streak.
content-brief
Generate production-ready content briefs for outsourcing or delegation — includes topic, angle, research notes, target audience, brand voice guidelines, SEO requirements, platform specs, and quality criteria. Ensures "anyone can write this and it'll be on-brand."
content-calendar
Unified content calendar — visualize all content across all platforms in one view. Combines content-history, active-series, seasonal events, batch plans, launch sequences, and challenge schedules. The single source of truth for "what's planned, what's published, what's next."
content-cluster
SEO content cluster strategy — design pillar pages with 10-20 satellite articles, internal link maps, and keyword hierarchies. Build topical authority on note through organized content architecture. The systematic approach to dominating search for your niche.
content-curator
Strategic content curation — find, select, and share other people's best content with your expert commentary. Curation builds authority without creation effort. Generate "what I read this week" threads, curated newsletters, and commentary posts.
content-dna
Analyze your own content history to discover what makes YOUR content work — extract patterns from high-performing pieces including hook structure, topic type, title logic combos, posting time, depth, and platform. Generates a personal "Content DNA" profile that content-writer uses to maximize future performance.
content-expiry
Content shelf-life management — set expiry dates on time-sensitive content, auto-remind when data needs updating, and flag stale content before it damages credibility. Proactive content maintenance instead of reactive discovery.
content-genome
Map the DNA of ALL successful content in your niche — not just yours. Analyze what goes viral across your entire niche to find the universal success patterns. Content-dna is YOUR patterns. Content-genome is THE NICHE's patterns. The gap between them is your opportunity.
content-grader
Pre-publish content quality scoring — evaluates readability, hook strength, CTA clarity, SEO readiness, platform fit, and engagement potential. Returns a 0-100 score with specific improvement suggestions. Use before publishing to catch issues.
content-inheritance
Extract value from "dead" content — harvest data points, frameworks, quotes, examples, and structures from underperforming or outdated articles and transplant them into new content. Nothing is wasted. Every piece of content has reusable parts.
content-localizer
Content localization between Japanese and English — not just translation but cultural adaptation, market-specific references, and platform conventions for each language market. Expand reach to international audiences or localize overseas content for Japanese readers.
content-network
Visualize your entire content ecosystem as a living network — nodes (articles) with energy (performance), connections (links), age (freshness), and clusters (topics). See which nodes are thriving, dying, or isolated. Manage content as an ecosystem, not a list.
content-recycle
Automated content recycling — identify evergreen content worth re-sharing, generate reframed versions with new hooks and angles, and schedule re-posts. Different from refresh (which updates data) — recycle creates new content from old insights without changing the original.
content-refresh
Update and refresh existing content with new data, examples, and insights. Identify stale content from history, research current information, and generate updated versions while preserving the original structure and voice. Boosts SEO and re-engagement.
content-roi
Per-content ROI calculation — track time invested vs revenue generated for every content piece. Answer "is this type of content worth my time?" with actual numbers. Identify your highest and lowest ROI content types to focus effort.
content-vault
Content backup, versioning, and archive management — automatically backup content before modifications, maintain version history, enable rollback, and archive old content. The safety net for refresh, recycle, and edit operations.
content-writer
Platform-native content generation for note, X, and Instagram. Creates completely different content per platform using the user's style profile. Applies bestseller title logic (9 categories) for maximum engagement. Includes note paid/free content judgment, cross-platform funnel CTAs (X/Instagram → note → monetization), A/B title tracking, and series mode with hooks/callbacks/cliffhangers.
course-builder
Transform your content archive into a structured online course — auto-analyze content-history to identify teachable modules, generate curriculum, lesson scripts, quizzes, and assignments. You've already written the course — this skill reveals it.
crisis-response
Crisis management playbook for content creators — handle backlash, misinformation, trolls, and controversies with pre-built response frameworks. Decide when to apologize, correct, ignore, or fight back. The fire extinguisher you prepare before the fire.
create-agent
Meta-skill — Use when user describes a workflow to automate, says 'build me an agent for X', wants a custom bot, or asks to automate a repeatable process. Runs SDD Phase 0 (intake): structured interview → PROJECT_BRIEF.md. Then hands off to /agent-spec.
memory-audit
Audit Locus stored data — shows inventory of structural map, semantic memories, episodic entries, hook captures, DB size, and security status. Use when the user wants to know what data Locus has stored.
memory-config
Show current Locus configuration values and their sources (default, env var, or detected)
memory-doctor
Run Locus environment health check — 10-point diagnostic covering Node.js version, storage backend, FTS5, DB permissions, git availability, and more. Use when troubleshooting plugin issues or checking setup.
memory-status
Show Locus memory statistics — files indexed, memories stored, DB size, scan strategy, backend info. Use when the user asks about memory status, storage info, or plugin health overview.
connector-init
Interactively generate a custom connector.md for a run by interviewing the user about their data source. Use when no template fits (e.g. a proprietary API, a custom on-disk format, a browser-driven extraction).
init
Bootstrap a new analyzer run. Creates .planning/ultra-analyzer/<run-name>/ with state.json, config template, and seeds template. Use when starting a new analysis of ANY corpus (Mongo, filesystem, HTTP API, browser, SQLite, JSONL, etc.).
scan
Quick assessment of a data source BEFORE committing to a full run. Estimates unit count, size, field inventory, and suggests a connector template. Use to decide "is this worth analyzing" or "which connector fits".
search
Search iMessage history and expand relevant threads.
wrapped
Generate a Spotify Wrapped-style summary of iMessage activity.
database-ops
【数据库运维】数据库设计与运维全流程。触发时机：用户说"设计数据库"、"建表"、"数据库选型"、"生成索引"、"迁移脚本"时。
go-service-creator
Go 微服务脚手架生成器。自然语言描述 → 完整 Go 项目目录。 触发场景：用户要求"创建 Go 服务"、"初始化 Go 项目"、"搭建 Go 后端"、"生成 Go 微服务"。 关键词：go service, golang, gin, echo, fiber, go backend, go api, go microservice。
python-service-creator
Python 后端服务脚手架生成器。自然语言描述 → 完整 Python 项目目录。 触发场景：用户要求"创建 FastAPI 服务"、"搭建 Python 后端"、"初始化 Flask 项目"、"生成 Python API"。 关键词：fastapi, flask, django, python backend, python api, python service, uvicorn。
using-relational-databases
Relational database implementation across Python, Rust, Go, and TypeScript. Use when building CRUD applications, transactional systems, or structured data storage. Covers PostgreSQL (primary), MySQL, SQLite, ORMs (SQLAlchemy, Prisma, SeaORM, GORM), query builders (Drizzle, sqlc, SQLx), migrations, connection pooling, and serverless databases (Neon, PlanetScale, Turso).
postmortem
Detect your replies to surfaces and score their 7-day outcome (upvotes, replies, banned). Closes the loop on which patterns convert vs flop. Requires Reddit OAuth identity scope (set up via docs/setup-oauth.md). Triggers on "postmortem", "/subscope:postmortem", "score my replies", "did my reddit replies work", "reddit reply outcomes", "reply post-mortem".
postmortem
Detect your replies to surfaces and score their 7-day outcome (upvotes, replies, banned). Closes the loop on which patterns convert vs flop. Requires Reddit OAuth identity scope (set up via docs/setup-oauth.md). Triggers on "postmortem", "/subscope:postmortem", "score my replies", "did my reddit replies work", "reddit reply outcomes", "reply post-mortem".
onboard
First-time Loom setup for a new repository. Runs loom analyze, installs MCP config, and shows what was indexed.
tfx-hub
tfx-hub 개방형 스킬 — 커맨드(start/stop/status) + 자유형 작업 모두 처리
architecture-and-stack
Cloudflare-first platform selection. Decision trees for Workers, D1, R2, KV, DO, Queues, Vectorize, Containers, Sandboxes, Flagship, Agent Memory, Workflows v2. Default stack, override conditions, auth, data patterns, reliability.
state-reconciliation
Enforces Law 4 (Verify Before Reporting) of the 7 Laws of AI Agent Discipline. Pre-dispatch invariant: reconcile DB-vs-disk-vs-memory state before any unit runs, so a stale flag, missing artifact, or out-of-sync row never re-dispatches a unit that already completed or never started.
bun-scripting
Use when writing helper scripts, utility tasks, or automation within the R&D pipeline — prefer Bun (TypeScript) over Python when available
rnd-bun-scripting
Use when writing helper scripts, utility tasks, or automation within the R&D pipeline — prefer Bun (TypeScript) over Python when available
find-document
「Box にあったあの資料」「先週共有された PDF」「<キーワード>含むファイル」「あの議事録どこ」「あの Google Doc」「Sheets の <X>」「Google Slides で説明したやつ」「あの Gmail」「Gmail に来てた件」「Google Calendar の予定」と頼まれたら、opshub MCP の search (FTS5) で本文ベース横断検索を実行し、Box / Slack / GitHub / MS365 (Outlook / Calendar / OneDrive) / Teams / Box Drive / OneDrive Drive / Office 文書 (Word / Excel / PowerPoint) / Google Workspace (Docs / Slides / Sheets) / Gmail (`gmail_message`、Phase 14) / Google Calendar (`google_calendar`、Phase 14) を横断して該当 source を返す。本文取得は読み取り経路のみで、外部 SaaS を直接叩かない。意味検索ハイブリッドが必要な場合は recall.search を補助的に併用してもよい。
database-design
Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.
sql-architect
SQL standards — UUID v7 PKs, snake_case, soft delete, forward-only migrations, parameter binding, N+1 prevention, EXPLAIN-driven indexing. PostgreSQL 18 primary; MySQL 9 and SQLite 3.53 noted. Use when designing schemas, writing queries, or auditing a database layer.
orchestrator-directives-skill
wipnote orchestration patterns for AI-assisted development. Use when working on code in an wipnote project — provides delegation patterns, model selection, quality gates, and work tracking guidance. Activate when planning work, delegating to agents, debugging, building features, or managing tasks.
speckit.mobile
Mobile Developer - Xay dung app mobile (iOS/Android/cross-platform), offline-first, lifecycle, store compliance.
aibti
用 LLM 语义理解分析本地 Claude Code / Cursor / Codex / Copilot 提示词历史，生成 AIBTI 人格报告。当用户说"分析我的 AIBTI"、"测一下我的提示词人格"、"扫描我的对话"、"我是哪一型"、"我的 AI 对话画像"时触发。
session-guard
Prevents long-session corruption AND context compaction amnesia. Monitors session health, detects instruction drift, enforces critical-rule recitation, and splits proactively before degradation hits. Use when working on complex multi-step tasks, when a session is getting long, when the agent starts ignoring rules it followed earlier, when CLAUDE.md conventions drift, when output quality seems to degrade, or after any context compaction event.
cloudflare-workers
Authors and reviews Cloudflare Workers projects — wrangler config (toml/jsonc), bindings (KV, R2, D1, Queues, Durable Objects, service bindings, Vectorize, Workers AI), env-scoped vs root config and the non-inheritable bindings trap, Durable Object migrations (renames, SQLite backend), compatibility_date semantics, static assets and Pages migration, secrets vs vars, cron triggers, observability, and deploy/CI patterns with `cloudflare/wrangler-action`. Use when working with Cloudflare Workers, wrangler.toml/wrangler.jsonc, Workers bindings, Durable Objects, Workers KV/R2/D1/Queues, Workers Static Assets, migrating from Pages to Workers, service bindings or WorkerEntrypoint RPC, or deploying Workers from CI.
memory_road
Persistent 11-layer memory architecture for Claude Code · drop-in for any agent / any project. Substrate (continuity-kernel.service) captures every event to SQLite FOREVER · always-on · LLM-free · indestructible. Comprehension layers (FURROW → SCRIBE → CHRONICLER → CARTOGRAPHER → MINER+SMITH → HUNTSMAN) extract structured meaning over time. Snow plow workers stack parallel from RIGHT-NOW backwards through history · always sharpening recent recall first. Blank-slate workers + batch-5 + strip-CLAUDE.md = 15-25x throughput vs naive single-fire. Forward sweeper keeps the now-edge clean automatically. HUNTSMAN surfaces every unfinished item. CARTOGRAPHER clusters episodes by theme. MINER+SMITH propose lockable doctrines. Forced memory injection on every user prompt via hook · the agent CANNOT forget to use memory. CANONICAL TURN-ON ORDER (every fresh install) · 1. FOUNDATION · substrate (L0) + chunking (L1) → records everything forever 2. FORWARD MEMORY · forward sweeper + WATCHER → now-edge stays summarized 3. BA
memory_road
Persistent 11-layer memory architecture for Claude Code · drop-in for any agent / any project. Substrate (continuity-kernel.service) captures every event to SQLite FOREVER · always-on · LLM-free · indestructible. Comprehension layers (FURROW → SCRIBE → CHRONICLER → CARTOGRAPHER → MINER+SMITH → HUNTSMAN) extract structured meaning over time. Snow plow workers stack parallel from RIGHT-NOW backwards through history · always sharpening recent recall first. Blank-slate workers + batch-5 + strip-CLAUDE.md = 15-25x throughput vs naive single-fire. Forward sweeper keeps the now-edge clean automatically. HUNTSMAN surfaces every unfinished item. CARTOGRAPHER clusters episodes by theme. MINER+SMITH propose lockable doctrines. Forced memory injection on every user prompt via hook · the agent CANNOT forget to use memory. CANONICAL TURN-ON ORDER (every fresh install) · 1. FOUNDATION · substrate (L0) + chunking (L1) → records everything forever 2. FORWARD MEMORY · forward sweeper + WATCHER → now-edge stays summarized 3. BA
prepare-public-release
Prepare a production-ready public software release package including version validation, artifact sanitization, changelog generation, licensing checks, distribution packaging, and release documentation. Use before publishing software to users, customers, open-source repositories, marketplaces, or external stakeholders.
session-scratchpad
Compaction-proof working memory via the kb-search MCP session tools — note load-bearing decisions and in-flight state as you work (kb_session_note), recover them verbatim after compaction or a crash (kb_session_get / kb_session_list, including prior sessions), and flush the session's notes to wiki/log.md at session end (kb_session_flush). Fires when a decision or value future-you must recall VERBATIM is made mid-session (commit hashes in a multi-step flow, chosen thresholds, form/entity ids, scope rulings), when a session runs long enough that compaction is plausible, at session end (flush), and at session start after a crash or heavy compaction (recovery). Skip for short sessions with nothing in flight that files/tasks don't already hold.
wiki-index-regenerator
Rebuild wiki/index.json and the kb-search vector index (wiki.db) — invoke after any create/update/deprecate on a wiki page, and whenever the scanner reports index staleness; cheap and deterministic, writes only index.json, log.md, and wiki.db.
authos-platform-deployment
Deploy and configure an AuthOS API instance from source or Docker. Use when setting database backend, JWT signing keys, environment variables, billing provider, SMTP, GeoIP, Docker images, health checks, or production reverse proxy settings.
authos-platform-maintenance
Maintain and troubleshoot an AuthOS instance. Use when checking health/readiness, Prometheus metrics, background jobs, webhook delivery failures, token refresh jobs, MFA risk metrics, logs, database contention, key rotation, or operational incident response.
opencode-session-db
Read OpenCode sessions, messages, and tool outputs directly from the SQLite database at ~/.local/share/opencode/. Use when asked to "read opencode sessions", "query opencode db", "find old sessions", "search session history", "read message history", "export session", "inspect opencode data", "look up past conversations", or any task requiring direct access to OpenCode's local storage. Does NOT require a running OpenCode server.
object-object
{{Beschreibung der Faehigkeit}}
state-ops
Inspect fakoli-state project state — list tasks, show task details, find the next claimable task, summarize active claims and blockers, check file-conflict warnings, and reconcile state with the filesystem and git. Use this skill when you want to see what fakoli-state knows without changing anything.
todos
Per-project todo tracking with a relational project-knowledge brain — decisions, business rules, contradictions, stakeholders, scope changes — and a local broadsheet dashboard at localhost:5757. Use when the user wants to plan, sync, or close out implementation work in a project, capture a decision/rule/contradiction/feedback to remember later, or browse the dashboard.
session-handoff
End-of-session knowledge capture — decisions, preferences, corrections, conventions, open questions
tfx-hub
tfx-hub 개방형 스킬 — 커맨드(start/stop/status) + 자유형 작업 모두 처리
agent-usage
Query AI coding agent usage, costs, and token consumption. Supports Claude Code, Codex CLI, OpenClaw, and OpenCode. Ask about spending, token usage, model costs, session history, API call counts. Actions: check usage, show cost, compare models, list sessions, analyze spending, token breakdown. Time ranges: today, this week, this month, this year, last N days, custom dates.
webapp
Full-stack web app wizard — Angular/Node, React/Node, Vue/Node — with optional deployment to AWS or DigitalOcean
mempalace-fts5-malformed-index-repair
Repair a MemPalace SQLite FTS5 malformed inverted index reported by healthcheck as CRIT. Distinct from HNSW corruption (link_lists.bin) and HNSW 0-elements after reboot.
database-designer
Schema analysis, ERD generation, index optimization, and migration safety. TRIGGER when: user asks about database schema design, normalization, index strategy, query optimization, migration planning, or choosing between database engines. DO NOT TRIGGER when: application-level ORM usage without schema concerns, or general API design (use relevant language skill).
recall
Query the recall knowledge base for relevant context. Searches decisions, patterns, gotchas, links, and insights stored across sessions. TRIGGER when: user asks to "recall", "remember", "what did we decide about", "check knowledge base", or references past decisions/patterns. DO NOT TRIGGER when: user is talking about memory/recall in a general sense, or working on the recall agent code itself.
accessibility-checker
Content accessibility audit — check readability for screen readers, color contrast for visuals, mobile-first formatting, and inclusive language. Reaching more people = more reach. Accessibility is growth strategy, not just ethics.
annual-review
Comprehensive annual content review — total output, revenue, growth, top performers, lessons learned, and next-year strategy. The year-end report that shows how far you've come.
content-memoir
Auto-generate your content creation story from history data — the narrative of your journey as a creator. Use as "about me" content, book introduction, or personal motivation when you forget how far you've come.
beeper-cli
Read-only CLI for browsing, opening, and searching local Beeper chat history (SQLite-based)
codex-session-bridge
Keep Codex Desktop conversation history visible when bridging between a ChatGPT personal account and an API proxy. This is a session-continuity skill, not an API manager. Includes an interactive API setup wizard where users only paste a base URL and choose a model; never ask users to paste API keys into chat. Trigger phrases:「codex 会话桥 / codex 会话不见了 / 历史会话不显示 / 切 api / 桥接到 api / 切回个人账号 / 配置 API 代理 / 设置 API 地址」「codex session bridge / missing codex conversations / bridge codex sessions to api / switch codex to api / switch codex to chatgpt」.
dev-workflow
异步规划 + Codex 自动执行 + 自动验证（Plan→Run→Verify→Fix）
change-preview
Thin Symphony launcher for Pedro-facing standalone HTML change previews. It invokes Claude with its frontend-design skill, then the runner publishes the resulting HTML when that explicit review lane is requested.
oracle
Ask the user's logged-in ChatGPT Pro model, currently GPT-5.5 Pro, through Chrome using the Chrome plugin, wait for the answer, and bring the useful guidance back into the current Codex thread.
review-handoff
Use when Pedro wants a Symphony human-review handoff artifact for a UI fix, especially a slower browser video that clearly shows the relevant behavior using existing auth/setup helpers instead of a full test-suite style demo.
stats
Show comprehensive iMessage analytics and behavior patterns.
closing
Switch to freelance closing mode — mission qualification, scoping, quoting, and client relationship management
conversation-search
Find and resume Claude Code conversations by searching topics or filtering by date. Returns session IDs and project paths for easy resumption via 'claude --resume'. Use when user asks "find that conversation about X", "what did we discuss", "what did we work on yesterday", "summarize today's work", "show this week's conversations", "recent projects we accomplished", or wants to locate past work by topic, date, or time period (yesterday, today, last week, specific dates).
conversation-search-setup
Use when the user asks to "set up conversation search", "install conversation search", "install cc-conversation-search", "/conversation-search:setup", or when the `conversation-search` run skill reports that the CLI is missing. Idempotently installs (or upgrades) the upstream `cc-conversation-search` PyPI tool via `uv tool` and initialises the local SQLite FTS5 index at `~/.conversation-search/index.db`. Safe to re-run.
sqlite-state
Give scheduled scripts memory between runs with one SQLite file - a seen-set for dedup, a key/value cursor to resume where you left off, and order-preserving new-item filtering. Use for dedup across runs, don't re-alert the same item, remember the last id, resume a scraper, or persist state between cron runs.
cortex-import
Import memories from other AI memory systems into Cortex. Supports claude-mem (SQLite), Claude Desktop sessions, ChatGPT web export (JSON), Gemini Takeout (JSON), Cursor conversations, and Claude Code JSONL. Use when the user says 'import from claude-mem', 'migrate memories', 'import ChatGPT history', 'import from Gemini', 'transfer memories', or when Cortex detects another memory system is installed.
cortex-remember
Store important decisions, patterns, errors, lessons, and context into Cortex persistent memory. Use when the user says 'remember this', 'save this', 'store this for later', 'note this down', 'don't forget', 'this is important', 'bookmark this', or when a significant decision, bug fix, architecture choice, or lesson learned occurs during a session. Also use after resolving tricky bugs, making technology choices, or discovering important patterns.
cortex-wiki-author
Author first-class wiki pages (ADRs, specs, file docs, notes) that live alongside Cortex memory. Use when the user says 'this is an ADR', 'document this decision', 'write an ADR', 'add a spec', 'spec this out', 'document this file', 'add a note about', 'link these pages', 'bookmark this as a spec', or when finalizing a design decision that should persist as a human-readable document.
sr-backend-developer
Backend-specialist developer for the specrails implement pipeline. Use when the architect's plan touches API routes, server middleware, DB migrations, background jobs, or message queues. Walks tasks.md in TDD order like sr-developer but biased toward integration tests against real (or test-container) services. Invoked via $sr-backend-developer.
hive-mind-advanced
Queen-led collective-intelligence coordination with consensus mechanisms and persistent shared memory. Use when orchestrating a large swarm of agents under a lead coordinator, building consensus across agents, or maintaining durable cross-agent memory.
meerkat-cli-reference
Exact rkat CLI command contract for Meerkat help answers. Use this as the authority for command names, flags, aliases, and negative CLI facts.
meerkat-platform
Build on the Meerkat agent platform. Covers every shipping surface (CLI, REST, JSON-RPC stdio/TCP, MCP, Python/TypeScript/Web/Rust SDKs), realm-scoped sessions, streaming, skills, hooks, memory, multimodal content, mob orchestration (spawn/fork/helpers/flows/profiles), durable scheduling, and provider auth via `auth_binding` + AuthMachine (env keys, OAuth, cloud IAM). Use when integrating with Meerkat, picking a surface, wiring auth, building agents, scheduling automated runs, deploying mobpacks, or asking how a feature exposes through a particular SDK.
meerkat-wasm
Developer guide for the Meerkat WASM embedded runtime (meerkat-web-runtime) and the `@rkat/web` browser SDK. Covers wasm32 compilation, building/deploying WASM bundles, writing/auditing wasm_bindgen exports (sessions, mobs, comms, JS tool callbacks, external auth resolver, subscription handles), the auth_binding + registerExternalAuthResolver auth model, tokio_with_wasm aliasing, cfg-gating patterns, mobpack bootstrap, and common wasm32 gotchas. Use when touching meerkat-web-runtime, sdks/web, browser auth flows, or making a meerkat crate wasm32-compatible.
remem
Use when the user asks Codex to recall prior project context, save durable decisions or bug fixes, inspect remem memory health, or activate remem automatic memory hooks from the Codex plugin.
sql-database-assistant
Use when the user asks to write SQL queries, optimize database performance, generate migrations, explore database schemas, or work with ORMs like Prisma, Drizzle, TypeORM, or SQLAlchemy.
starting-a-project
Use when someone is starting a new project and unsure what stack or framework to build it with — "what should I use to build X?", "how do I start a new project?" — or asks how to deploy / put a project online. Covers the common beginner goals: a content website, an interactive app, a database-backed web app, an API, a script or automation, a phone app, a data dashboard.
analyze-candidates
Ranks candidate skills/agents by task fit using Sonnet LLM-as-judge AND classifies task complexity (model + effort) in same call. Input is union of cheatsheet + FTS5 candidates with EQUAL weight per D3+D9. Output is task-driven ranking + complexity classification + INSTALL_BEST | INSTALL_MULTIPLE | SYNTHESIZE recommendation. v0.5.0 replaces v0.4.0 BM25+Jaccard ranking with Sonnet-as-judge (Jaccard retained only for INSTALL_BEST→MULTIPLE downgrade cross-check).
cso
Chief Security Officer mode. Infrastructure-first security audit: secrets archaeology, dependency supply chain, CI/CD pipeline security, LLM/AI security, skill supply chain scanning, plus OWASP Top 10, STRIDE threat modeling, and active verification. Two modes: daily (zero-noise, 8/10 confidence gate) and comprehensive (monthly deep scan, 2/10 bar). Trend tracking across audit runs. Use when: "security audit", "threat model", "pentest review", "OWASP", "CSO review". (MaxVision) Voice triggers (speech-to-text aliases): "see-so", "see so", "security review", "security check", "vulnerability scan", "run security".
design-consultation
Design consultation: understands your product, researches the landscape, proposes a complete design system (aesthetic, typography, color, layout, spacing, motion), and generates font+color preview pages. Creates DESIGN.md as your project's design source of truth. For existing sites, use /plan-design-review to infer the system instead. Use when asked to "design system", "brand guidelines", or "create DESIGN.md". Proactively suggest when starting a new project's UI with no existing design system or DESIGN.md. (MaxVision)
design-html
Design finalization: generates production-quality Pretext-native HTML/CSS. Works with approved mockups from /design-shotgun, CEO plans from /plan-ceo-review, design review context from /plan-design-review, or from scratch with a user description. Text actually reflows, heights are computed, layouts are dynamic. 30KB overhead, zero deps. Smart API routing: picks the right Pretext patterns for each design type. Use when: "finalize this design", "turn this into HTML", "build me a page", "implement this design", or after any planning skill. Proactively suggest when user has approved a design or has a plan ready. (MaxVision) Voice triggers (speech-to-text aliases): "build the design", "code the mockup", "make it real".
design-review
Designer's eye QA: finds visual inconsistency, spacing issues, hierarchy problems, AI slop patterns, and slow interactions — then fixes them. Iteratively fixes issues in source code, committing each fix atomically and re-verifying with before/after screenshots. For plan-mode design review (before implementation), use /plan-design-review. Use when asked to "audit the design", "visual QA", "check if it looks good", or "design polish". Proactively suggest when the user mentions visual inconsistencies or wants to polish the look of a live site. (MaxVision)
design-shotgun
Design shotgun: generate multiple AI design variants, open a comparison board, collect structured feedback, and iterate. Standalone design exploration you can run anytime. Use when: "explore designs", "show me options", "design variants", "visual brainstorm", or "I don't like how this looks". Proactively suggest when the user describes a UI feature but hasn't seen what it could look like. (MaxVision)
detect-multi-task
Detects whether a user task contains multiple independent subtasks and splits it into a JSON array. Internal helper for orchestrate Phase 0.5; uses session credentials (no API key). Always returns STRICT JSON {is_multi, tasks[]} with cap N=5.
dispatch-background
Dispatches a long-running task to a maxvision-* subagent in background via Claude Code's Agent View (`claude --bg`). Routes the task through `route-task` to pick the right agent, then forwards to `bin/maxvision-dispatch run`. Use when the task is long-running and you want to keep the main session unblocked. The session appears as a row in `claude agents`.
execute-phase-bg
Background-dispatch variant of execute-phase. Spawns one `claude --bg --agent maxvision-executor` session per plan (with auto-worktree) instead of running waves of in-process Agent calls. Frees the main session immediately. Use when the phase has multiple independent plans, the work is long-running, and you want to monitor via `claude agents` instead of staying attached.
cloudflare-d1
Use when the app needs a SQLite database on Cloudflare: create a Cloudflare D1 SQLite database and run an initial migration.
judgment-day
Trigger: judgment day, dual review, adversarial review, juzgar. Run blind dual review, fix confirmed issues, then re-judge.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
plugin-settings
This skill should be used when the user asks about "plugin settings", "store plugin configuration", "user-configurable plugin", ".local.md files", "plugin state files", "read YAML frontmatter", "per-project plugin settings", or wants to make plugin behavior configurable. Documents the .claude/plugin-name.local.md pattern for storing plugin-specific configuration with YAML frontmatter and markdown content.
plugin-structure
This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set up plugin.json", "use ${CLAUDE_PLUGIN_ROOT}", "add commands/agents/skills/hooks", "configure auto-discovery", or needs guidance on plugin directory layout, manifest configuration, component organization, file naming conventions, or Claude Code plugin architecture best practices.
rembric-dashboard-ui
Brutalist Rembric dashboard UI work — building / editing / extending pages, styles, components, modals, tables, filters, pagination, mobile responsive, destructive confirmations. Use when the user asks for changes under `src/dashboard/`, mentions Rembric design tokens (lime, brutalist, sidebar, view-head, hl-lime), or requests a new dashboard page / form / table.
thermo-nuclear-code-quality-review
Run an extremely strict maintainability review for abstraction quality, giant files, and spaghetti-condition growth. Use for a thermo-nuclear code quality review, thermonuclear review, deep code quality audit, or especially harsh maintainability review.
ai-citation-tracker
Track brand mentions, URL citations, and share-of-voice across the 2026 AI search surface — ChatGPT (with browsing), Perplexity, Claude (with search), Google Gemini, Google AI Overviews, Bing Copilot, You.com, Phind, and Microsoft Copilot. Polls a configurable query set per engine on a schedule; logs whether your brand was mentioned, whether your URL was cited, who your competitors were, and how all of that moved week over week. Outputs share-of-voice dashboards, weekly delta reports, competitor matrices, and citation-gap analysis (queries where you SHOULD be cited but aren't). Closes the single biggest gap in legacy SEO platforms — Visibly AI / Semrush / Ahrefs / Moz / Conductor all under-cover this surface in 2026, even though AI Overviews now answer 30%+ of informational queries with zero clicks. TRIGGER on "AI citation tracking", "share of voice AI", "ChatGPT citations", "Perplexity citations", "AI Overview tracking", "brand mentions in AI", "LLM visibility", "GEO tracking", "AEO measurement", "AI search
dbdesign
Design and review production database schemas, data models, ERDs, migration plans, and storage patterns. Use for OLTP schema design, OLAP/star-schema modeling, fact/dimension tables, indexes, constraints, partitioning, multi-tenant data models, CSV/JSON-to-table design, schema review, migration risk review, and database design documents across PostgreSQL, MySQL, SQLite/D1, BigQuery, and MongoDB. Does not execute DDL by default.
miudb
Query, inspect, and manage saved database connections through the Go `miudb` CLI. Use when the user asks to run SQL, list schemas, add native connections, smoke-test connections, inspect tunnel-backed databases, or produce agent-readable JSON from SQLite, Postgres, MySQL, Snowflake, or BigQuery.
sqlit
Query data from any saved database connection (BigQuery, Postgres, MySQL, MSSQL, SQLite, Snowflake, DuckDB, etc.) via the `sqlit` CLI. Use when the user asks to inspect tables, run SQL, list schemas, count rows, export data, or references a saved sqlit connection by name.
mempalace-boot-repair-always-runs
Use when HNSW shows 0 elements at session start after a system reboot, a long-running repair process is already active, and the palace appeared healthy before shutdown. Distinct from link_lists.bin corruption — SQLite is intact, repair will succeed, but will repeat on every future reboot.
mempalace-hnsw-corruption-fix
Diagnose and fix MemPalace HNSW index corruption where link_lists.bin grows to hundreds of GB due to chromadb-hnswlib 1.5.x type-confusion in Rust bindings. Use when link_lists.bin is abnormally large, mine crashes with OOM, or header.bin shows astronomical element counts.
mempalace-repair-mine-interference
Diagnose and resolve MemPalace repair failures caused by active mine jobs holding the SQLite write lock, an install script respawning miners, or FTS5 full-text index corruption discovered alongside HNSW corruption. Use when `mempalace repair` hangs, errors with "database is locked", or when FTS5 queries return nothing after HNSW is fixed.
telegram-gateway-security-audit
Diagnose and harden a Telegram → Claude CLI gateway: fix update_id deduplication failures that spawn duplicate sessions, and inject a disclosure-restriction system prompt so the bot never leaks OS/infra details over the channel.
dt-usage
Use when the user adds, changes, removes, or announces a change to business behavior — a new endpoint, model, command, signal, event, validation rule, form, page, module, architectural decision, feature flag, supersedes relation, or dependency between modules — and the knowledge graph should reflect it. This covers both explicit asks ("persist that", "register this") and conversational announcements of edits the user just made. Also use when the user wants to capture, note, or record a change for later, even when phrased informally. Also use when the user asks "how does X work", "what flows touch Y", "which rules protect Z", or any question whose answer should live in a project knowledge graph. Read the graph before answering, write nodes/edges after deciding. Skip pure refactors with no behavior change, dependency bumps, styling-only edits, and exploratory talk.
shepherd-context
Per-project SQLite registry backing /shepherd:ctx and the flock's Phase-0 fast-paths. Indexes code symbols, GitHub state, artifacts, memories, profiles, locks, and event logs.
arch
Visao arquitetural de um arquivo ADVPL/TLPP (use ANTES de Read - economiza tokens)
compile
Compila fonte ADVPL via plugadvpl (wrapper sobre advpls TOTVS). Workflow guiado pelo agente.
deploy
Encadeia compile → tq → smoke num único flow guiado para fontes ADVPL/.prw no Protheus. Use quando o usuário pede "deploya esse fonte", "compila e restarta", ou termina edit-prw e quer ver o efeito no AppServer.
doc-writer
Gera bloco Protheus.doc canônico TOTVS para função ADVPL/TLPP a partir de flags estruturadas — inverso de /plugadvpl:docs (v0.17.0+)
docs
Catálogo de Protheus.doc agregado por módulo/autor/deprecated + show formatado por função (Universo 3 Feature C, v0.4.2+)
edit-prw
Workflow seguro pra editar .prw cp1252 com Claude Code (Read/Edit são UTF-8 only). Use ANTES de qualquer Read/Edit em .prw com acentos.
execauto
Lista chamadas MsExecAuto ADVPL resolvidas (rotina canônica + módulo + tabelas Protheus inferidas via catálogo TOTVS) — Universo 3 Feature B, v0.4.1+
impacto
Cruza referencias de um campo SX3 entre fontes, SX3, SX7 e SX1 (killer feature v0.3.0)
ingest
Indexa fontes ADVPL/TLPP do projeto em SQLite + FTS5
ingest-protheus
Indexa Dicionário SX via REST API do COLETADB (Universo 5) — workflow ao vivo, sem CSV manual
ingest-sx
Indexa o Dicionário SX (Universo 2) a partir de CSVs exportados do RPO
ini-audit
Auditar arquivos INI Protheus (appserver, dbaccess, smartclient, tss, broker) contra 487 regras de boas práticas TDN-oficiais.
log-diagnose
Diagnosticar logs Protheus (console.log, error.log, profile.log, compila.log) — 19 alert rules + 93 correction tips com URL TDN oficial.
metrics
Métricas por função ADVPL/TLPP (complexidade ciclomática McCabe + LOC + nesting + fan-out + params) para fontes Protheus — Universo 4 Feature B, v0.6.0+
migrate-tlpp
Migrador determinístico ADVPL clássico (.prw cp1252) → TLPP moderno (.tlpp utf-8) com pipeline ts-migrate-style — 4 subcomandos (init/rename/recipes/todos), 11 recipes (6 SAFE default + 5 IDIOMS opt-in), ordem canônica fixa, safety gates (git clean + DB ingest), backup .bak.<timestamp>, rollback cascata (bak → git checkout → abort), auto-validação via plugadvpl compile (v0.18.0+)
tq
Troca Quente (MVP local) — restart do AppServer Protheus + healthcheck HTTP. Use quando precisar restartar o AppServer após `compile` e esperar voltar pra testar.
github-stars-radar
Use local GitHub starred repositories as agent memory before recommending libraries, examples, MCP servers, plugins, or implementation references.
gitignore
Analyze the codebase to understand its languages, frameworks, and tooling, then create or update the project's .gitignore with the right entries. Use when the user asks to "fix/update/generate the .gitignore", "what should I gitignore", "add ignore rules", "stop tracking node_modules/.env/build artifacts", or wants secrets and generated files kept out of version control. Understands the repo first, avoids duplicates, and flags already-tracked files that ignoring alone won't remove.
linkedin-post-generator
Generate engaging LinkedIn posts with best practices, visual identity, and vault integration. Triggers: "linkedin post" | "write linkedin" | "generate linkedin" | "linkedin content" | "post for linkedin" | "create a linkedin post" | "draft a linkedin post" | "write a post for linkedin" | "linkedin update".
building-native-ui
Guide to building polished apps with Expo Router, covering fundamentals, styling, components, navigation, animations, patterns, and native tabs. USE WHEN building or styling Expo/React Native UI, setting up Expo Router navigation, or adding native tabs and animations.
add-mcp-tool
Use when adding or modifying an MCP tool in claude-amplifier. Walks the schema → router → handler → storage → tests chain so a new tool can't ship half-wired, and warns about where tool definitions live today.
design-memory-eval
Use when adding or changing Pattern Oracle, stale-memory detection, verification-gated memory, or write-verification. Forces an eval-first, fixture-driven test with a false-positive guard, so trust-critical behavior is proven, not asserted in prose.
record-verified-lesson
Use when the agent believes it has learned something. Routes the belief through claim → evidence → confirmed instead of recording a confident guess. Prefers amplify_record_claim for unverified inferences and promotes only with real evidence.
release-npm-version
Use before publishing a new npm version of claude-amplifier. Runs build, tests, a pack smoke test, a fresh temp-install test, and CLI/MCP startup checks before any npm publish, and records a release check artifact.
triage-stale-memory
Use when amplify_context_load reports stale memory files (memory/<date>.md newer than the latest Amplifier write). Triages unrecorded work into decisions/lessons and records only the load-bearing ones, with read-back confirmation.
schema-architect
Design database schemas, indexes, and migration files. Covers Postgres, MySQL, SQLite, and MongoDB. Catches normalization mistakes, designs index strategy from the query patterns, writes reversible migrations with up/down halves, and flags the foreign-key + cascade choices people usually get wrong. Use when the user says "design the schema", "model this data", "create a migration", "what indexes do I need", "is this normalized", or pastes an ER sketch and asks for a real schema.
ship-it
Set up or fix a deploy pipeline. Picks a platform that fits the app, writes the config (Dockerfile, vercel.json, railway.toml, fly.toml, GitHub Actions), and ships a first deploy. Knows Vercel, Railway, Fly.io, Render, AWS basics (ECS, Lambda, Amplify), Docker, Kubernetes essentials, and GitHub Actions. Use when the user says "deploy this", "ship it", "set up vercel", "dockerize this", "write the GitHub Actions for deploy", or has working local code that needs to be live.
schema-architect
Design database schemas, indexes, and migration files. Covers Postgres, MySQL, SQLite, and MongoDB. Catches normalization mistakes, designs index strategy from the query patterns, writes reversible migrations with up/down halves, and flags the foreign-key + cascade choices people usually get wrong. Use when the user says "design the schema", "model this data", "create a migration", "what indexes do I need", "is this normalized", or pastes an ER sketch and asks for a real schema.
ship-it
Set up or fix a deploy pipeline. Picks a platform that fits the app, writes the config (Dockerfile, vercel.json, railway.toml, fly.toml, GitHub Actions), and ships a first deploy. Knows Vercel, Railway, Fly.io, Render, AWS basics (ECS, Lambda, Amplify), Docker, Kubernetes essentials, and GitHub Actions. Use when the user says "deploy this", "ship it", "set up vercel", "dockerize this", "write the GitHub Actions for deploy", or has working local code that needs to be live.
hippoagent-entity-recall
When the user asks "cosa ricordi di X?", "dammi tutto su Y", "chi è Z?", "cosa abbiamo detto di W?", "ricostruisci ciò che sai di [Capitalized name or known alias]", call hippo_entity_get(name) BEFORE answering. Triggers also on "what do you know about X", "tell me about Y", "facts about Z", "history of W". The tool returns entity+aliases+facts from a persistent SQLite KG (P2.a entity-centric KG, schema v4, Unicode-safe). Lookup is case-insensitive Unicode (Müller/MÜLLER/müller same match) and resolves aliases ("S. Tonegawa" → canonical "Tonegawa"), returning the list of fact_id linked to the entity. If entity is None, declare honestly "non ho memoria di X" — do NOT confabulate from training data. If entity exists but facts == [], declare "ho il nodo entity ma nessun fatto collegato" and suggest hippo_facts_search or hippo_recall. Zero LLM cost, sub-50ms on ~500 entity corpus, free in hosted mode. Backend SQLite WAL + UNIQUE INDEX on name_norm Python-normalized (NFC + str.lower, NOT SQLite ASCII-only LOWER).
hippoagent-memory
ANY mention of "memoria/memory/ricordi/ricordo/ricorda/ricordare/saved/stored" by the user MUST go to HippoAgent (hippo_* tools), NEVER to local file-system memory files (CLAUDE.md / MEMORY.md / .claude/projects/.../memory/*). Auto-fire flow - call hippo_health first to confirm reachable, then route the user's intent to the right tool. "salva/save X" → hippo_remember. "qual è il mio X / what's my X / cosa ricordi di X" → hippo_facts_search (instant keyword) then fall back to hippo_facts_recall (semantic). "cosa vedi nella memoria / what's in memory / dammi tutto" → hippo_facts_list + hippo_episode_list + hippo_stats. "abbiamo già fatto X / have we done X" → hippo_search (keyword on episodes) then hippo_recall (semantic). "dimentica X" → hippo_forget / hippo_fact_forget. AVOID hippo_run_task and hippo_consolidate inside Claude Code — they make EXTRA API calls to the configured Anthropic key (separate billing). The other 37 tools are FREE - they only read/write local SQLite, no API. Disable globally with env HI
ios-data
iOS data persistence expert skill covering SwiftData (@Model, ModelContainer, @Query, #Predicate, migrations, CloudKit), Core Data (NSPersistentContainer, NSFetchRequest, batch operations, CloudKit), UserDefaults/@AppStorage, FileManager (app sandbox directories), Keychain for sensitive data, iCloud key-value storage, and SQLite/GRDB. Use this skill whenever the user needs to persist data, create data models, query databases, handle migrations, sync with iCloud, or choose a storage strategy. Triggers on: SwiftData, Core Data, @Model, @Query, #Predicate, ModelContainer, NSManagedObject, NSFetchRequest, UserDefaults, @AppStorage, FileManager, documents directory, Keychain, iCloud sync, SQLite, GRDB, persistence, database, migration, schema, data model, fetch, save, delete, storage, cache, offline, or any iOS data storage question.
laravel-11-notes
Laravel 11.x (March 2024) signature features and the (significant) breaking-change traps from 10 → 11. Use when writing or reviewing code in a Laravel 11 project, or in a package whose composer constraint includes ^11.0. Covers the streamlined app structure (bootstrap/app.php replaces three Kernel/Handler files), the Model casts() method that replaces $casts property, per-second rate limiting, the /up health endpoint, SQLite-as-default, Sanctum 4, and the array-style middleware exception handling.
db-whisperer
Diagnoses and improves application-layer databases: Postgres, MySQL, SQLite, and MongoDB. Covers EXPLAIN ANALYZE, slow query detection, index strategy, N+1 detection, schema migrations with up/down scripts, connection pooling, replication setup, and vacuum/analyze operations. Use this skill when the user says "this query is slow," "add an index for," "migration for a new column," "N+1 on this ORM," "explain this query plan," "replication lag," "optimize my database," "query is timing out," or "connection pool exhausted."
daily-pnl-reviewer
End-of-day review skill for Indian intraday traders — analyses today's trades, computes win rate / expectancy / max DD, flags behavioural patterns (revenge trading, oversizing, time-of-day skew), and writes a journal entry. Trigger after market close, when reviewing trade logs, or when user says "review my day".
paper-trade-runner
Runs a signal-only paper-trading loop for Indian markets — generates entry signals, simulates fills at LTP, manages stop-loss and target, resolves at EOD, and persists trade history. Never places real orders. Trigger when user wants to paper trade, backtest live, simulate a strategy, or generate intraday signals without risk.
metamedia
Multimodal memory — ingest, embed, and search media (images, video, audio, files) with Gemini Embedding 2 + ChromaDB
diagnose
Diagnose bugs, errors, and issues with root cause analysis. Use when asked to diagnose, debug, investigate, or find root cause of any problem — whether a wipnote bug ID, error message, unexpected behavior, or delegation audit.
wipnotespec-from-slice
Elicit Scope/Decisions/Context for a plan slice and generate its OpenSpec-formatted feature spec. Use after a slice is approved but before promote-slice, or any time a slice needs decisions captured. Wraps the cross-harness `wipnote plan elicit-decisions` CLI plus `wipnote spec generate --insert`.
cast-pytest-best-practices
Apply pytest best practices when writing test files. Use when creating test_*.py files, writing test classes and methods, or ensuring test quality and coverage.
agmsg
Claude Code と Codex (や他の CLI エージェント) を共有 SQLite メールボックスで直接メッセージ連携させ、人間がAI間でコピペを往復する作業を消す。2台のエージェントで実装役・レビュー役を分担する時、片方の出力をもう片方へ手作業で運んでいる時、エージェント間ハンドオフを自動化したい時に使う。upstream は fujibee/agmsg (MIT)。
sql-server-best-practices
SQL Server and Azure SQL best practices for developers and DBAs. Use this skill whenever the user asks about T-SQL, stored procedures, query performance, indexes, schema design, database security, or SQL Server / Azure SQL maintenance — even if they don't say "best practices." Triggers on requests like "write a stored proc," "this query is slow," "clustered vs nonclustered index," "parameter sniffing," "WITH NOLOCK," "prevent SQL injection in MSSQL," "set up db permissions," "index rebuilds or backups," or "review this migration script." Use for any T-SQL code review, DDL review, or schema design question where the database is SQL Server or Azure SQL. Skip for MySQL, PostgreSQL, SQLite, Oracle, or any non-MSSQL database — the guidance here (RCSI, sp_Blitz, T-SQL syntax, SQL Agent, NEWSEQUENTIALID, etc.) does not apply to other platforms and could actively mislead. Also skip for ORM-only questions (Entity Framework errors, LINQ, Django migrations) where no T-SQL or SQL Server configuration is involved.
coverage-pass
Compatibility mode for Symphony Requirements Elicitation. Use when Pedro asks whether stakeholder input, bugs, requirements, or meeting/chat follow-ups are covered in Linear/docs; report coverage gaps first and mutate Linear only when Pedro asks to fix coverage.
doctor
Self-diagnostics for the harness — checks DB integrity, MCP wiring, claude binary availability, and recent run failures.
mail-search
Search Apple Mail across all synced accounts by keyword, subject, sender, or any combination. Use when user asks to find an email, search for a message, or look for something in their mail. Arguments: search terms, optionally with sender:, subject:, from:, account: prefixes, and time filters like "last 30 days" or "this year".
trace-skill-activity
Records and queries what agents actually did, attributed to the skill that was active, using qvr's experimental audit subsystem. Use when a user wants observability into agent or skill behavior — e.g. "track what my skills are doing", "audit agent tool calls", "which skill ran during this session", "show recent agent activity", or "export agent traces for analysis". Covers qvr audit enable, install-hooks, status, logs, sessions, and export. Experimental and opt-in; the command surface and storage may change.
pwa-portal-app
Build, package, and upload a small PWA app for a self-hosted PWA Portal. Use when the user wants to create or modify a tool/app for their portal — e.g. "make me a receipt app for my portal", "build a quote calculator", "I need a contact form app". Handles scaffolding, implementation, packaging, and upload via the portal API.
loom
Extract requirements from conversations, link to code, detect drift, decompose specs into atomic tasks, and run those tasks on a local small model. Use when making decisions, before modifying code, when a spec is ready for implementation, or to check staleness.
gala-team-design
Design a new gala_team `team.yaml` from scratch, or optimize an existing one, for a given project / area. Reads the target project's structure (README, CLAUDE.md, language, test commands, repo conventions) and produces a concrete team config with roles, personalities, onboarding docs, workflow, and policy tuned to the project. TRIGGER when the user asks to "design a team", "create a team for X", "optimize my team.yaml", "review my gala team", "team for <project>", or similar.
keyword-extractor
Extract 3-7 technical English keywords from a routing query. Internal helper for route-task Stage 1; uses session credentials (no API key). Translates pt-BR/ES/ZH to EN, ignores stopwords, keeps technical terms verbatim (FTS5, sqlite3, react, B3, B4).
zero-tech-debt
Rework a change as if the intended UX and architecture had existed from day one — deleting compatibility cruft, dead branches, and accidental complexity instead of patching around them. Use when refactoring, cleaning up after a feature lands, removing flags, collapsing legacy paths, or when the user says the code "should look like X from scratch".
kicad-component
Find, fetch, and register KiCad components: search local/official symbol and footprint libraries, download missing parts from the internet (easyeda2kicad by LCSC id, SnapEDA/UltraLibrarian zips), and register them in project lib tables. Use when a schematic needs a part that is not already in the project.
cloudflare-deploy
Deploy applications and infrastructure to Cloudflare using Workers, Pages, and related platform services. Use when the user asks to deploy, host, publish, or set up a project on Cloudflare. Also use when the user needs to purge or clear Cloudflare cache after deploys, or automate cache invalidation.
callees
Lista o que uma funcao/metodo ADVPL/TLPP chama (call graph direto no indice plugadvpl/Protheus)
callers
Lista quem chama uma funcao/metodo ADVPL/TLPP (call graph reverso no indice plugadvpl/Protheus)
catalog
Consulta catalogo importado (ingest-tsv) - lista/filtra/agrega + decode X3_CBOX + cruza *_FUNCAO com fontes
check-build
Verifica uso de método FW*/Ms* ausente numa build Protheus alvo (catálogo apis_por_build), antes de compilar
cobertura-doc
Cobertura de Protheus.doc agregada por módulo — refactor priority pra documentação (Universo 4 Feature B, v0.6.0+)
diagnose
Avalia os pontos de decisao de um fonte contra um registro (desfecho exato + relativizacao - numero sensivel vira razao)
family
Descobre a familia de fontes por prefixo de nome (tipo + LoC + capabilities + descricao do header) numa tabela
find
Pesquisa simbolos (funcoes, classes, metodos) no indice plugadvpl
gatilho
Lista a cadeia de gatilhos SX7 (origem -> destino) a partir de um campo
grep
Pesquisa texto/identificador/FTS no conteudo dos fontes ADVPL/.prw indexados pelo plugadvpl (Protheus)
hotspots
Top-N funções ADVPL/TLPP mais chamadas no projeto Protheus — refactor priority por fan-IN (Universo 4 Feature B, v0.6.0+)
ingest-tsv
Importa dump TSV/CSV de tabela-catalogo (Z*/X*) pro indice (o conteudo das regras catalogadas)
lint
Roda lint plugadvpl em um arquivo (42 regras); com --target-build inclui BUILD-001 (uso de método FW*/Ms* ausente na build Protheus alvo)
param
Lista usos de um parametro MV_ do Protheus (GetMv/PutMv/SuperGetMv) em fontes ADVPL indexados
reindex
Re-indexa um arquivo especifico no indice plugadvpl
semantica
Mostra a semântica contextual de um campo SX cujo significado muda conforme um discriminador (TIPO/PODER3/STATUS), não óbvia pelo nome nem pelo X3_DESCRIC
tables
Lista usos de uma tabela ERP (leitura/escrita/reclock) no projeto
generate-config-yml
依使用者提供的功能清單，產生結構完整、含預設值與繁體中文註解的 config.yml，並同步產生對應的 Java ConfigManager 類別。當使用者說「幫我產生 config.yml」、「設定檔怎麼寫」、「ConfigManager」、「讀取配置」時自動應用。
generate-database-manager
為 Bukkit/Paper 插件產生 SQLite/MySQL 雙模式 DatabaseManager 類別，使用 HikariCP 連線池，含非同步查詢封裝、資料表初始化、CRUD 操作範例，以及 pom.xml 依賴設定。當使用者說「幫我建立資料庫管理器」、「DatabaseManager」、「SQLite 插件」、「MySQL HikariCP」時自動應用。
android-phone
Inspect, test, debug, and control Android phones through ADB from Codex. Use when the user asks to inspect, screenshot, tap, swipe, type, or otherwise control their Android phone.
azure-merge
Run the Azure DevOps Symphony merge lane: publish or reuse an Azure DevOps PR, merge it, babysit relevant rollout proof, verify live behavior when scoped, and reconcile the tracker after proof is satisfied.
azure-publish-changes
Publish local changes for an Azure DevOps-hosted Symphony lane: confirm scope, stage intended files, commit, push, and create or update an Azure DevOps pull request.
codex-review
Run Codex code review as a Symphony closeout check: local dirty changes, PR branch vs main, parallel tests, and accepted-finding cleanup.
evidence-intake
Preserve meeting, call, audio-note, transcript, Drive, Gmail, or local media evidence before Symphony issue intake, coverage passes, review artifacts, or Linear extraction. Do not create Linear issues by default.
explainer
Produce a polished, standalone single-file HTML explainer for any topic the user wants explained — concepts, protocols, syntax, tools, decisions. Use Claude for aesthetic direction and visual-artifact judgment, and always support dark mode via prefers-color-scheme. Use when the user says 'make an html explaining X', 'explain X visually', 'make an explainer for Y', or asks for a visual/HTML write-up of a topic.
frontend-ui
Use when the user asks for app UI, frontend, visual, layout, interaction, customer-facing screen, dashboard, component, CSS, responsive, mobile, or browser-visible implementation work. Claude must own the UI implementation pass; Codex stewards, reviews, cleans up, verifies, and decides what ships.
gmail-cli
Use Gmail through the authenticated Google Workspace CLI. Use when the curated Gmail connector cannot expose raw message payloads, binary attachments, unsupported MIME types, original MIME source, or exact Gmail API metadata.
google-contacts
Resolve saved Google Contacts, phone numbers, organizations, and WhatsApp identities through the authenticated Google Workspace CLI.
google-drive-cli
Use Google Drive through the authenticated Google Workspace CLI. Use for Drive file search, metadata inspection, downloads, uploads, exports, folder creation, permissions, Meet recording files, and source-of-truth Drive artifacts when a CLI path is preferable to the curated connector.
google-tasks
Manage Google Tasks through the authenticated Google Workspace CLI. Use for task list discovery, task reads, task creation, updates, completion, reopening, deletion, movement, and Google Tasks API limitation questions.
implementation-dispatch
Use when Pedro has approved a Linear work packet and wants Symphony to create a fresh Codex thread/agent to implement it. This skill takes the approved Linear issue plus source pointers, creates a separate implementation thread, sends a bounded prompt, and reports the new thread back without implementing in the current thread.
merge
Run the explicit Symphony publish/merge/release-proof lifecycle: branch, PR, merge, rollout babysitting, tracker reconciliation, and worktree cleanup across GitHub, Azure DevOps, or another repo host.
requirements-elicitation
Use when Pedro wants Symphony to turn messy stakeholder input, WhatsApp messages, meeting/email evidence, screenshots, docs, or repo context into an agreed Linear work packet before implementation. This skill talks through meaning and scope first, creates/updates Linear only after approval, and does not write product code.
sprint-review
Use when Pedro explicitly asks for a Symphony sprint review, demo agenda, stakeholder-facing HTML review, or grounded presentation artifact.
swe-stack-plugin-release
Release and upgrade SWE Stack plugins across both Codex and Claude Code. Use when changing a plugin in PedroAVJ/swe-stack, bumping plugin versions, publishing to the marketplace, or verifying that Codex and Claude installed caches both see the same plugin version.
symphony
Use only when Pedro explicitly asks for Symphony or a Symphony-owned meta-workflow: requirements elicitation, implementation dispatch to a fresh thread, evidence intake, source-of-truth audits, Linear lifecycle hygiene, Codex review, merge/release proof, review artifacts, status summaries, or notifications after agent work completes.
Read WhatsApp chats, contacts, message context, and message media; create reviewable local drafts; and send only explicitly approved WhatsApp messages.
copywriting
When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says "write copy for," "improve this copy," "rewrite this page," "marketing copy," "headline help," "CTA copy," "value proposition," "tagline," "subheadline," "hero section copy," "above the fold," "this copy is weak," "make this more compelling," or "help me describe my product." Use this whenever someone is working on website text that needs to persuade or convert. For email copy, see email-sequence. For popup copy, see popup-cro. For editing existing copy, see copy-editing.
meta-ads-analyzer
Provides expert-level analysis and diagnosis for Meta Ads campaigns. Use this skill to interpret performance data, identify root causes of issues, and generate actionable recommendations, with a special focus on correctly handling the 'Breakdown Effect'. Use when the user mentions Meta Ads analysis, campaign diagnosis, ad performance, CPA analysis, ROAS analysis, or asks to analyze exported data from Meta Ads Manager.
adr
Use when the user asks to "create an ADR", "add a decision record", "document architecture decision", "record a design decision", mentions "MADR", "decision log", "architecture decision record", or is working in a docs/decisions/ directory. Also applies when making significant architectural choices, technology selections, or trade-off evaluations that should be documented for future reference.
voice-memo-organizer
Find, transcribe, summarize, and organize all Apple Voice Memos into a searchable archive. Batch processes hundreds of recordings locally using whisper.cpp — no API keys needed.
deploy
通过 SSH 密钥将 ship 项目部署到目标服务器。SSH 登录用户固定为 deploy。 首次部署一键完成：服务器配置 + GitHub 私有仓库 + CI/CD + 自动推送。 后续只需 git push，GitHub Actions 自动构建并部署。 当用户说"部署"、"deploy"、"发布"、"上线"，或 ship workflow Stage 10 时使用。
scaffold-project
Scaffold new fullstack projects (React + Elysia.js + SQLite + Drizzle ORM) that deliver a browser-accessible URL. Copies the fullstack template, renames the project, installs dependencies, initializes git. Use this skill when the user says "create new project", "new project", "init project", "scaffold", "start a new app", "create project", "I want to build a XX system", "help me set up a XX", "start a new XX project", "创建新项目", "新建项目", "初始化项目", "开一个新项目", "我要做一个 XX 系统", "帮我搭一个 XX". Even if the user doesn't explicitly say "scaffold", use this skill whenever the intent is to start a new web product from scratch.
write-prd
根据需求描述生成结构化 PRD（产品需求文档）。自动识别当前是新产品立项还是 已有代码库的功能迭代，输出覆盖问题背景、用户故事、功能范围、成功指标、 技术模块的完整 PRD 文档。当用户说"写 PRD"、"出需求文档"、"帮我整理需求"、 "产品需求"、"write PRD"、"需求评审"、"功能规划"，或者描述了一个产品/功能 需求时，务必使用此 skill。
write-tdd
根据 PRD 生成技术设计文档（TDD），覆盖系统架构、数据库表结构、API 接口设计、 模块划分和关键技术决策。是 write-prd 的下游、scaffold-project 和研发的上游。 当用户说"写技术设计"、"出 TDD"、"技术方案"、"接口设计"、"数据库设计"、 "系统设计文档"、"技术架构设计"、"write TDD"、"technical design"， 或者已有 PRD 想进入研发前的技术规划阶段时，务必使用此 skill。
rcode-create-architecture
Write an Architecture Decision Record (ADR) to lock a significant technical decision. Activates when the user says "write an ADR", "create architecture decision", "document this architectural choice", "write an architecture record", "lock this technical decision", or "record the decision to use X". Do NOT use for implementation code (use rcode-dev-story) or sprint planning (use rcode-sprint-planning).
rails-project-setup
Use when setting up a new Rails 8 project with modern stack (Solid Queue, Solid Cache, Solid Cable, Kamal deployment)
heimdall-pr-review
Use when reviewing Heimdall code changes for correctness, regressions, safety, missing tests, and repo policy violations. Covers findings-first review output for Rust, scanner, server, UI, and config changes.
autoplan
Orchestrate the four post-plan specialist reviewers (CEO + Eng + Design + DevEx) and consolidate findings. Use after writing-plans to auto-run all reviewer skills.
brainstorming
Use BEFORE any creative work — features, components, behavior changes. Explores intent + requirements + design before implementation.
canary
Canary release verification — sample traffic + metric guards + auto-rollback. Use after deploy to validate before full traffic exposure.
check-update
Owner-only — checks upstream versions of maxvision plus the 3 upstream sources (maxvision, upstream, maxvision). Gated by gh CLI auth.
check-version
Compares the locally installed version of a skill or subagent against its upstream source (sha or semver) and reports whether an update is available. Cache-aware (1-hour TTL). Used by `orchestrate` before dispatching a subagent or invoking a skill, to guarantee the components are fresh.
cleanup-ephemerals
Sweeps both ~/.claude/skills/*/.maxvision-source.json AND ~/.claude/agents/.maxvision-source-*.json for ephemeral=true entries at SessionEnd. Deletes those below promote_threshold (default 5 uses); promotes skills at/above threshold by rewriting ephemeral=false. Invoked automatically by the SessionEnd hook unless reason=resume. Backward compat — v1.0.0 skill manifests with no ephemeral field stay permanent; v1.0.0 agent sidecars with no ephemeral field are auto-migrated to ephemeral=true (WR-04, v1.1.7+).
discover-agent
Looks up subagents by keyword/domain across all installed plugins (voltagent, pr-review-toolkit, feature-dev, code-review, maxvision, etc.) plus user-level agents. Twin of discover-skill but searches kind='agent' in the FTS5 index. Cross-references with CLAUDE-agents.md cheatsheet for trusted-mappings.
discover-skill
Looks up a skill by name, keyword, or domain in the curated catalog (skill-sources.json). Returns the source repo, tier of trust, install methods supported, and any guardrails (overlap warnings, deprecations). Use when the orchestrator detects a missing skill and needs to know where to fetch it from.
document-generate
Generate user-facing documentation using Diataxis quadrants (tutorial/how-to/reference/explanation). Use when documenting a new feature surface.
document-release
Generate release notes, changelog entry, and migration guidance from a merged PR set. Use after squash-merge to publish a v<X> release narrative.
executing-plans
Use when you have a written implementation plan to execute in a separate session with review checkpoints
freeze
Freeze a module so future edits trigger advisory warnings until explicitly unfrozen. Use to mark a module post-incident as do-not-touch without review.
grill-me
Clarity gate that refines vague or ambiguous tasks via short Socratic dialogue before keyword extraction and routing. Asks 2-4 focused, one-at-a-time questions targeting scope, success criteria, target files, constraints, and expected output format. Returns a REFINED_TASK string that orchestrate uses for downstream phases. Called from orchestrate P-1; can also be invoked directly when a request feels under-specified.
grill-with-docs
DDD doc gate that writes or updates CONTEXT.md and appends an Architecture Decision Record (ADR) to docs/adr/ when the refined task targets a writer subagent in a repo that already shows DDD signal. Sharpens fuzzy domain terminology against the existing glossary before the writer dispatches. Called from orchestrate P7.4 after Phase 7.5 provisioning; no-op when the gate conditions are not met.
guard
Combined careful + freeze in one skill: stricter gates plus module freeze in one operation. Use when both layers should fire on the same target.
index-catalog
Bootstraps or refreshes the local FTS5 catalog at ~/.claude/cache/maxvision/index.db by downloading the latest release artifact (default) or rebuilding it locally with --rebuild. Use after first install OR when version-check shows the index is stale OR when you want to force a refresh.
install-agent
Installs a Claude Code subagent on-demand from the FTS5 catalog (`~/.claude/cache/maxvision/index.db`) into `~/.claude/agents/<name>.md` (user scope) or `.claude/agents/<name>.md` (project scope). Twin of `install-skill` for agents. Writes `.maxvision-source-<name>.json` sidecar for version tracking. Used by `orchestrate` Phase 7.3 when an agent is needed but not present locally, enabling lazy-load model that bypasses the cumulative-description token budget.
install-skill
Installs a Claude Code skill from a curated source via one of three methods (sparse-clone, plugin marketplace, or npx antigravity filtered). Always asks for confirmation before any install. Creates `.maxvision-source.json` in the skill folder for traceability. Used by `orchestrate` after `discover-skill` identifies missing components. v0.2.0 adds a 4th method `synthesis` that delegates to `synthesize-skill` for SYNTHESIZE-mode recommendations from `analyze-candidates`.
dashboard
Launch the Clautik Kanban dashboard. Use when the user wants to "open the dashboard", "see my tickets", "start the clautik board", or otherwise view their tickets in the browser.
ticket
Create a Clautik ticket from the current conversation. Use when the user asks to "make a ticket", "create a ticket", "track this as a ticket", "file a ticket", or otherwise wants outstanding work captured into Clautik. For a quick one-line ticket the user can instead type `/ticket <text>` directly (handled by a hook); use this skill when the ticket should summarize discussion/context.
database
Relational database schema design, normalization, indexing, and query optimization. Use when the user says "design the schema for X", "how should this table be structured", "this query is slow", "do I need an index here", "denormalize this", or when starting a new feature that needs persistence. Covers Postgres, MySQL, SQLite. Do NOT use for ORM-specific syntax — covers conceptual design first, ORM second.
learn-rust
Use when the user wants to learn Rust interactively by exploring the sessions-chronicle codebase, guided by questions, micro-exercises, and Rust Book references
pr-quiz
Use when reviewing a Sessions Chronicle PR or local diff and the user wants an interactive A/B quiz focused on architecture, data safety, and Rust/Relm4 trade-offs.
watching-ai-format-evolution
Use when manually monitoring, watching, tracking, or reviewing AI assistant storage, session, transcript, JSONL, or SQLite format drift after official upstream repository, changelog, or package updates, especially when fixtures, parser docs, tests, or parsers may be stale.
diagnose
Disciplined diagnosis loop for hard bugs and performance regressions. Reproduce → minimise → hypothesise → instrument → fix → regression-test. Use when user says "diagnose this" / "debug this", reports a bug, says something is broken/throwing/failing, or describes a performance regression.
find-skills
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
improve-codebase-architecture
Find deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/. Use when the user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, or make a codebase more testable and AI-navigable.
npm-security-best-practices
Apply npm/pnpm supply-chain hardening when adding a dependency, editing package.json/.npmrc/pnpm-workspace.yaml, reviewing a lockfile change, or configuring CI install steps. Covers the 17 practices from lirantal/npm-security-best-practices.
plugin-creator
Create and scaffold plugin directories for Codex with a required `.codex-plugin/plugin.json`, optional plugin folders/files, and baseline placeholders you can edit before publishing or testing. Use when Codex needs to create a new local plugin, add optional plugin structure, or generate or update repo-root `.agents/plugins/marketplace.json` entries for plugin ordering and availability metadata.
rembric-plugin-development
Apply when creating, modifying, or reviewing any Rembric agent plugin. Triggers on changes under `apps/plugin/`, on new clients added alongside Claude Code / Codex CLI / Hermes Agent / opencode, on edits to `apps/plugin/bin/rembric-bridge.mjs` or `apps/plugin/bin/rembric-dotenv.mjs`, on per-client manifest changes, or on plugin install/uninstall scripts. End-to-end validation against `pnpm run dev:docker:up` is mandatory whenever local testing is feasible.
rembric-smoke-tests
End-to-end smoke against the local rembric dev stack (`pnpm run dev:docker:up`). Apply when the user says "smoke", "probar contra docker", "dev:up", or after applying an OpenSpec change that touches HTTP (`apps/server/src/server/api-router.ts`), MCP tools (`apps/server/src/mcp/`), or DB migrations (`apps/server/src/db/migrations/`). Encodes bring-up, mount verification, probe pattern and teardown — not the probes themselves.
skill-creator
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
source-command-opsx-apply
Implement tasks from an OpenSpec change (Experimental)
source-command-opsx-archive
Archive a completed change in the experimental workflow
source-command-opsx-explore
Enter explore mode - think through ideas, investigate problems, clarify requirements
source-command-opsx-propose
Propose a new change - create it and generate all artifacts in one step
testing
Pragmatic testing guidance focused on confidence, behavior over implementation details, and integration-first coverage. Use when designing a test strategy, writing or reviewing tests, reducing brittle mocks, or deciding what is worth testing in an application or library.
bosskuai-database-engineering
Use this for SQL and NoSQL database design across MariaDB, MySQL, PostgreSQL, SQLite, MongoDB, indexing, transactions, migrations, constraints, query plans, and data correctness.
memory
Use BrainLayer memory deliberately: search before assumptions, store decisions after they are made, and recall current context when resuming work.
setup
Bootstrap completo do plugadvpl. Detecta uv, instala se faltar, faz init + ingest no projeto atual. Use no primeiro uso ou quando quiser reconfigurar.
status
Mostra status do indice plugadvpl (contagem de fontes, simbolos, tamanho do DB, ultima ingest)
wiki_graph_index
Extract Obsidian-style relationships (wikilinks, tags, aliases) into a structured AI-friendly SQLite graph database.
adr
Use when the user asks to "create an ADR", "add a decision record", "document architecture decision", "record a design decision", mentions "MADR", "decision log", "architecture decision record", or is working in a docs/decisions/ directory. Also applies when making significant architectural choices, technology selections, or trade-off evaluations that should be documented for future reference.
research
Research a topic using autonomous web search and AI synthesis. Use when you need external information, documentation lookup, or to validate technical approaches.
eng-consult
Engineering Consulting Panel — multi-voice review of code, plans, or architecture. Convenes a specialist roster, triages findings, returns a remediation plan.
infosec-rt
Infosec Red Team — structured threat modeling for security-focused code review. Convenes attacker personas, identifies exploit chains, returns a ranked hardening plan.
recover_sqlite_database
Recover Neotoma SQLite Database
agent-context
Shared agent context — work attribution, safety rules, and development principles. Loaded by all plugin agents via skills: frontmatter.
code-quality
Code hygiene, quality gates, and pre-commit workflows. Use for linting, type checking, testing, and fixing errors. Works for Go, JavaScript/TypeScript, Python, Rust, and any other language.
guard-authoring
Author, approve, and maintain project guard profiles (.wipnote/guard-profile.yaml). Use for custom quality/completion/yolo gates, polyglot monorepo per-directory guards, re-approving after drift, and understanding the trust boundary and autodetection fallback.
parallel-orchestrator
ARCHIVED — Use orchestrator-directives-skill instead. Orchestrate parallel agent workflows using Task tool. Activate when planning multi-agent work or coordinating concurrent feature implementation.
strategic-planning
Use wipnote analytics to make smart work prioritization decisions. Activate when recommending work, finding bottlenecks, assessing risks, or analyzing project impact.
wipnoteexecute
Execute a parallel plan using dependency-driven dispatch. Checks file overlap among unblocked tasks, partitions into non-conflicting waves, and dispatches simultaneously. Merges completed work, then dispatches newly unblocked tasks. No manual wave sequencing.
wipnoteplan
Plan development work using a triage-gated interview. Classify scope as trivial/standard/complex, then run 0/2/4 staged interview rounds — rendered inline via AskUserQuestion on Claude Code, or as the cross-harness `wipnote plan interview` web form — to earn each slice field. Produces slice-card YAML; pauses for human review; promotes approved slices to features. Use when asked to plan, create a development plan, or build a feature with design clarity first.
wipnoteplan-critique
Dual-critic review pass for a drafted plan. Runs DESIGN CRITIC and FEASIBILITY CRITIC agents in parallel against the plan YAML, then writes findings as critic_revisions on the affected slices. Use when asked to critique this plan, review plan, run plan critic pass, or before human review of a multi-slice plan.
help
Lista comandos plugadvpl disponiveis (help do CLI)
ingest-poui
Detecta projetos PO UI (frontend Angular TOTVS) — versão @po-ui/*, Angular exigido e incompatibilidades
elevenlabs
Use ElevenLabs audio and speech tooling. Documented use cases include Scribe transcription, diarization, language hints, and keyterm biasing.
linear-issue-writer
Internal/compatibility rules for writing grounded Linear issues from Symphony Requirements Elicitation. Use when Pedro explicitly asks to write/rewrite a Linear issue body, or when another Symphony skill needs concise issue-body policy.
autoplan
Auto-review pipeline — reads the full CEO, design, eng, and DX review skills from disk and runs them sequentially with auto-decisions using 6 decision principles. Surfaces taste decisions (close approaches, borderline scope, codex disagreements) at a final approval gate. One command, fully reviewed plan out. Use when asked to "auto review", "autoplan", "run all reviews", "review this plan automatically", or "make the decisions for me". Proactively suggest when the user has a plan file and wants to run the full review gauntlet without answering 15-30 intermediate questions. (gstack) Voice triggers (speech-to-text aliases): "auto plan", "automatic review".
backend-critique
Senior backend engineer who audits APIs, databases, server logic, auth, file handling, and microservices — acting as a rigorous peer reviewer. Produces a structured critique report with severity ratings (Critical/High/Medium/Low) across 8 dimensions: correctness, API design, database, security, error handling, performance, observability, and maintainability. Use when the user says 'review backend', 'critique this API', 'backend review', 'audit the server code', 'check this database schema', or before shipping backend work. Always read package.json/pyproject.toml/etc., route/controller files, schema files, and relevant context first. Never rewrites code — only flags issues with exact file:line citations and severity. Proactively suggests which issues must be fixed before shipping.
canary
Post-deploy canary monitoring. Watches the live app for console errors, performance regressions, and page failures using the browse daemon. Takes periodic screenshots, compares against pre-deploy baselines, and alerts on anomalies. Use when: "monitor deploy", "canary", "post-deploy check", "watch production", "verify deploy". (gstack)
career-ops
AI job search command center — evaluates job offers with A-F scoring, generates ATS-optimized CV PDFs, scans multiple job portals in parallel, tracks application pipelines, and analyzes rejection patterns to surface actionable improvements. Routes to specialized sub-agents based on mode: `scan` (portal discovery), `oferta`/`ofertas` (offer scoring and comparison), `pdf` (CV generation), `pipeline` (URL inbox processing), `tracker` (funnel metrics), `batch` (parallel bulk evaluation), `patterns` (rejection pattern detection), `deep` (company research), `apply` (live form assistant), `contacto` (LinkedIn outreach), `training` (course/cert evaluation), `project` (portfolio project idea assessment), `interview-prep` (company-specific STAR+R story bank). Also triggers when pasting a job description or URL — auto-routes to Pipeline Strategist. Ethical gate: scores below 4.0/5 are discouraged; never submits applications on the user's behalf. Built on santifer/career-ops (28K GitHub stars). Ideal for job seekers who
codex
OpenAI Codex CLI wrapper — three modes. Code review: independent diff review via codex review with pass/fail gate. Challenge: adversarial mode that tries to break your code. Consult: ask codex anything with session continuity for follow-ups. The "200 IQ autistic developer" second opinion. Use when asked to "codex review", "codex challenge", "ask codex", "second opinion", or "consult codex". (gstack) Voice triggers (speech-to-text aliases): "code x", "code ex", "get another opinion".
content-critique
Senior content strategist and copy editor who critiques all written content — marketing copy, technical docs, product UI strings, blog posts, emails, and help text. Produces a structured critique report with severity ratings (Critical/High/Medium/Low) across 6 dimensions: clarity, accuracy, tone & voice, structure, SEO/value, and consistency. Flags AI-slop patterns (filler phrases, throat-clearing openers, business jargon, passive voice, binary contrasts, dramatic fragmentation, rhetorical scaffolding). Use when the user says 'review content', 'critique copy', 'content review', 'audit this text', 'check this doc', 'review this landing page', or before shipping any written content. Never rewrites — flags issues with exact location and severity. Integrates with /stop-slop for AI-pattern detection.
context-restore
Restore working context saved earlier by /context-save. Loads the most recent saved state (across all branches by default) so you can pick up where you left off — even across Conductor workspace handoffs. Use when asked to "resume", "restore context", "where was I", or "pick up where I left off". Pair with /context-save. Formerly /checkpoint resume — renamed because Claude Code treats /checkpoint as a native rewind alias in current environments. (gstack)
context-save
Save working context. Captures git state, decisions made, and remaining work so any future session can pick up without losing a beat. Use when asked to "save progress", "save state", "context save", or "save my work". Pair with /context-restore to resume later. Formerly /checkpoint — renamed because Claude Code treats /checkpoint as a native rewind alias in current environments, which was shadowing this skill. (gstack)
cover-letter-gen
Generate ATS-optimized, company-specific cover letters for career-ops job applications. Paste a job description or provide a company name/URL → tailored cover letter in markdown, ready to attach or submit. Trigger when: the user asks to "generate cover letter", "write cover letter", "cover letter for this job", "/cover-letter", "tailor cover letter", or "company-specific cover letter"; the user pastes a job description; the user names a company and wants a targeted application letter; or the user wants to apply to a role with a customized, ATS-safe cover letter. Key capabilities: extracts company intel from JD (pain points, tech stack, culture signals, repeated keywords); scores achievements from cv.md against JD keywords (3pt direct match, 2pt relevant, 1pt loose, 0pt irrelevant); archetype-based narrative framing (LLMOps, Agentic, Technical AI PM, Solutions Architect, FDE, Transformation); 4-paragraph structure (hook with role+company, proof with top scored achievements, company-specific reasoning, close wi
cso
Chief Security Officer mode. Infrastructure-first security audit: secrets archaeology, dependency supply chain, CI/CD pipeline security, LLM/AI security, skill supply chain scanning, plus OWASP Top 10, STRIDE threat modeling, and active verification. Two modes: daily (zero-noise, 8/10 confidence gate) and comprehensive (monthly deep scan, 2/10 bar). Trend tracking across audit runs. Use when: "security audit", "threat model", "pentest review", "OWASP", "CSO review". (gstack) Voice triggers (speech-to-text aliases): "see-so", "see so", "security review", "security check", "vulnerability scan", "run security".
delegate
Snapshots the full current context — open file, conversation history, project memory files, decisions made, and what's left — then hands the task off to a specialized subagent (preferred) or general-purpose subagent (fallback) that drives to completion autonomously. Use when you need to offload work without losing context, when a task spans files or domains that don't fit a focused specialist, or when you want a subagent to own a task end-to-end while you stay free to work on other things. Also useful for keeping the main context window clean during long multi-step sessions. The subagent receives a structured briefing and works independently — no further prompting required. Check Agency catalog for named specialists first.
design-consultation
Design consultation: understands your product, researches the landscape, proposes a complete design system (aesthetic, typography, color, layout, spacing, motion), and generates font+color preview pages. Creates DESIGN.md as your project's design source of truth. For existing sites, use /plan-design-review to infer the system instead. Use when asked to "design system", "brand guidelines", or "create DESIGN.md". Proactively suggest when starting a new project's UI with no existing design system or DESIGN.md. (gstack)
design-critique
Senior UX/product designer who critiques UI/UX designs, design systems, Figma files, wireframes, and visual mockups — acting as a rigorous design reviewer. Produces a structured critique report with severity ratings (Critical/High/Medium/Low) across 8 dimensions: information hierarchy, visual clarity, layout & rhythm, interaction design, color & accessibility, typography, component consistency, and mobile-first responsiveness. Use when the user says 'review design', 'critique this UI', 'design review', 'audit the design', 'check this Figma', 'review this mockup', or before shipping design work. Reads Figma files, screenshots, or markup and evaluates against WCAG 2.1 AA and Nielsen's heuristics. Never rewrites designs — flags issues with specific descriptions and severity ratings.
design-html
Design finalization: generates production-quality Pretext-native HTML/CSS. Works with approved mockups from /design-shotgun, CEO plans from /plan-ceo-review, design review context from /plan-design-review, or from scratch with a user description. Text actually reflows, heights are computed, layouts are dynamic. 30KB overhead, zero deps. Smart API routing: picks the right Pretext patterns for each design type. Use when: "finalize this design", "turn this into HTML", "build me a page", "implement this design", or after any planning skill. Proactively suggest when user has approved a design or has a plan ready. (gstack) Voice triggers (speech-to-text aliases): "build the design", "code the mockup", "make it real".
design-review
Designer's eye QA: finds visual inconsistency, spacing issues, hierarchy problems, AI slop patterns, and slow interactions — then fixes them. Iteratively fixes issues in source code, committing each fix atomically and re-verifying with before/after screenshots. For plan-mode design review (before implementation), use /plan-design-review. Use when asked to "audit the design", "visual QA", "check if it looks good", or "design polish". Proactively suggest when the user mentions visual inconsistencies or wants to polish the look of a live site. (gstack)
design-shotgun
Design shotgun: generate multiple AI design variants, open a comparison board, collect structured feedback, and iterate. Standalone design exploration you can run anytime. Use when: "explore designs", "show me options", "design variants", "visual brainstorm", or "I don't like how this looks". Proactively suggest when the user describes a UI feature but hasn't seen what it could look like. (gstack)
devex-review
Live developer experience audit. Uses the browse tool to actually TEST the developer experience: navigates docs, tries the getting started flow, times TTHW, screenshots error messages, evaluates CLI help text. Produces a DX scorecard with evidence. Compares against /plan-devex-review scores if they exist (the boomerang: plan said 3 minutes, reality says 8). Use when asked to "test the DX", "DX audit", "developer experience test", or "try the onboarding". Proactively suggest after shipping a developer-facing feature. (gstack) Voice triggers (speech-to-text aliases): "dx audit", "test the developer experience", "try the onboarding", "developer experience test".
document-release
Post-ship documentation update. Reads all project docs, cross-references the diff, updates README/ARCHITECTURE/CONTRIBUTING/CLAUDE.md to match what shipped, polishes CHANGELOG voice, cleans up TODOS, and optionally bumps VERSION. Use when asked to "update the docs", "sync documentation", or "post-ship docs". Proactively suggest after a PR is merged or code is shipped. (gstack)
kanban-orchestrator
Decomposition playbook + lane-roster conventions + anti-temptation rules for the agent when routing work through the kanban board. Load this when the user asks to plan or break down a multi-step ask, when /goal would benefit from being decomposed into discrete cards, or when you're already running as a triage-lane worker and need to fan out.
bird
Drive the `bird` CLI for the X (Twitter) API — entity-store-backed reads (`--refresh` / `--no-cache` / `--cache-only`), watchlist monitoring, thread reconstruction, API usage and cost ledger, `bird doctor` self-diagnostics, JSON Schema output documents, search with sort/min-likes/pages, and the bird-specific write-op confirmation flow (`--dry-run`, `--force`, exit 2 `requires-confirmation`). Use when the user wants to read bookmarks or a profile, search recent tweets with ranking, rebuild a conversation thread, manage a watchlist, check API cost, inspect cache, run diagnostics, install the skill bundle, or any task where bird's local cache or structured error envelope matters. For OAuth flows, raw write-op transport, or full xr surface, route to the companion `xurl-rs` skill; for X API v2 endpoint, scope, and billing reference, route to the companion `x-api` skill. Triggers on "bird command", "bird search", "bird watchlist", "bird bookmarks", "bird thread", "bird doctor", "bird cache", "bird usage", "X API co
context-mode
Query, list, inspect and purge entries stored by the Context Mode hook (PostToolUse intercept of verbose outputs). Requires --with-context-mode to have been run at install time.
mutation-testing
Configures mewt or muton mutation testing campaigns — scopes targets, tunes timeouts, and optimizes long-running runs. Use when the user mentions mewt, muton, mutation testing, or wants to configure or optimize a mutation testing campaign.
heimdall-scanner-provider
Use when adding, fixing, or refactoring a Heimdall scanner provider. Covers provider discovery, parser shape, provider tagging, registration, path-based detection, and the required tests for JSONL, SQLite, and mixed-format providers.
heimdall-schema-evolution
Use when adding a new field or changing data flow across Heimdall models, parser/provider code, SQLite schema, API output, and dashboard types. Enforces additive migrations and end-to-end propagation.
careful
Enter careful-mode: stricter pre-edit gates and auto-checkpointing for high-stakes work. Use before changes to load-bearing or security-critical code.
review-and-ship
Review the current branch for bugs, intent fit, and test coverage; run or write tests; commit focused work; open or update a PR.
oracle
Best practices for using the oracle CLI (prompt + file bundling, engines, sessions, and file attachment patterns).
db-migration-helper
Use when user wants to create database migrations, compare model changes, generate SQL migration files, manage schema changes, or handle database versioning for MySQL, PostgreSQL, or SQLite
doctor
Diagnostica ambiente plugadvpl (uv, sqlite, FTS5, schema, lookups, permissoes)
init
Inicializa plugadvpl no projeto atual (cria .plugadvpl/index.db, fragment CLAUDE.md, atualiza .gitignore)
sx-status
Conta linhas por tabela do Dicionario SX (apos ingest-sx)
building-native-ui
Complete guide for building beautiful apps with Expo Router. Covers fundamentals, styling, components, navigation, animations, patterns, and native tabs.
design-taste-frontend
Senior UI/UX Engineer. Architect digital interfaces overriding default LLM biases. Enforces metric-based rules, strict component architecture, CSS hardware acceleration, and balanced design engineering.
full-output-enforcement
Overrides default LLM truncation behavior. Enforces complete code generation, bans placeholder patterns, and handles token-limit splits cleanly. Apply to any task requiring exhaustive, unabridged output.
high-end-visual-design
Teaches the AI to design like a high-end agency. Defines the exact fonts, spacing, shadows, card structures, and animations that make a website feel expensive. Blocks all the common defaults that make AI designs look cheap or generic.
industrial-brutalist-ui
Raw mechanical interfaces fusing Swiss typographic print with military terminal aesthetics. Rigid grids, extreme type scale contrast, utilitarian color, analog degradation effects. For data-heavy dashboards, portfolios, or editorial sites that need to feel like declassified blueprints.
minimalist-ui
Clean editorial-style interfaces. Warm monochrome palette, typographic contrast, flat bento grids, muted pastels. No gradients, no heavy shadows.
redesign-existing-projects
Upgrades existing websites and apps to premium quality. Audits current design, identifies generic AI patterns, and applies high-end design standards without breaking functionality. Works with any CSS framework or vanilla CSS.
stitch-design-taste
Semantic Design System Skill for Google Stitch. Generates agent-friendly DESIGN.md files that enforce premium, anti-generic UI standards — strict typography, calibrated color, asymmetric layouts, perpetual micro-motion, and hardware-accelerated performance.
negotiation-trainer
Construction industry negotiation sparring trainer with AI opponent and coach debrief. Use when the user wants to practise negotiations, run a scenario (supplier, client, GC contract, hiring, equity split), get a tactical hint, or receive a scored breakdown of their negotiation technique.
ninja-enrich
Enrich meta.yaml long_description fields from man pages and websites
research-detail
Get detailed information about a specific research finding or observation. Use when injected research mentions "[/research-detail ID]" for more sources and context.
research-status
Check the status of the research service and recent research history.
syslog
This skill should be used when the user asks to "search logs", "check errors", "tail logs", "show recent logs", "find log entries", "correlate events", "list hosts", "log stats", "syslog", "check homelab logs", or mentions system logs, syslog, log analysis, or log intelligence across homelab hosts.
syslog-deploy-dropins
Deploy rsyslog forwarding drop-ins to configured fleet hosts over SSH. Use when configuring fleet forwarding, repairing missing rsyslog forwarding, or updating forwarding after server_url or syslog port changes.
syslog-dr
Run a comprehensive syslog-mcp health check covering environment, config quality, storage, ports, service status, HTTP health, MCP actions, listener reachability, Docker ingest, and fleet rsyslog forwarding. Use when the user asks for syslog doctor, deployment diagnostics, first-run preflight, health check, sanity check, or broad deployment verification.
syslog-frustration-assessment
Consume a syslog abuse_investigate JSON evidence bundle and produce a deep Markdown assessment covering signal authenticity, agent/user/external factors, good practices, recommended follow-ups, and evidence-backed Beads for critical/P1 issues only.
syslog-report
Generate a time-bounded markdown report from the syslog MCP server covering fleet activity, errors, stale hosts, correlations, and recommended actions.
syslog-troubleshoot
Troubleshoot syslog-mcp connection failures, missing logs, unhealthy containers, restart loops, or vague "logs aren't working" reports.
add-tests
Generate tests from UAT criteria respecting language conventions and test-driven-development doctrine. Use to backfill or harden test coverage.
ai-integration-phase
Complete AI integration phase — selects framework, researches implementation, audits domain context, and designs evaluation strategy. Orchestrates maxvision-framework-selector → maxvision-ai-researcher → maxvision-domain-researcher → maxvision-eval-planner. Produces AI-SPEC.md. Use before plan-phase for any AI/LLM feature.
code-review
Bug/security/quality review of source + automated fix application, consolidated. Use after a phase or PR diff to catch regressions before ship.
complete-milestone
Close a completed milestone. Audits open artifacts, verifies all phases are VERIFIED, archives to .maxvision/milestones/v{X.Y}/, updates MILESTONES.md and ROADMAP.md, creates git tag. Gate — all phases must have SUMMARY.md before closing.
context-restore
Restore a previously saved working context from a /context-save checkpoint. Loads the most recent save by default (cross-branch). Supports /context-restore <title-fragment|number>.
context-save
Save current conversation context as a WIP commit with [maxvision-context] body to restore later. Use /context-restore to resume. Also supports: /context-save list [--all]
debug
Persistent-state phase-cycle debug — hypothesis tracking + iterative reproduction. Use when bug needs multi-session memory or is non-deterministic.
discuss-phase
Extract implementation gray areas + capture decisions via AskUserQuestion modes. Use when scoping a phase before planning, or to lock unknowns.
dispatching-parallel-agents
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
eval-review
Retroactive audit of an implemented AI phase's evaluation coverage. 2 states — A (AI-SPEC.md + SUMMARY exists, audit against spec) B (SUMMARY only, audit against best practices). Spawns maxvision-eval-auditor. Produces scored EVAL-REVIEW.md with verdict, score/100, and critical gap count.
execute-phase
Drive execution of a planned phase with codebase-drift, per-plan-worktree and post-merge gates. Use when starting implementation after plan approval.
execute-plan
Run a single PLAN.md inside a phase, atomic commits per task with deviation handling. Use when one plan inside a multi-plan phase is ready.
extract-learnings
Extract institutional knowledge from completed phase artifacts into structured LEARNINGS.md. 4 categories — decisions, lessons, patterns, surprises. Requires PLAN.md + SUMMARY.md; optional VERIFICATION.md, UAT.md, STATE.md. Overwrites previous LEARNINGS.md. No subagents — orchestrator reads and writes directly.
fast
Inline trivial fixes + skip-optional-agents mode, consolidated. Use when work is small enough that ceremony costs more than the change itself.
finishing-a-development-branch
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup
forensics
Post-mortem analysis of MaxVision workflow failures. Read-only investigation of git history and .maxvision/ artifacts to detect stuck loops, missing artifacts, abandoned work, crashes, scope drift, and test regressions. Writes structured report to .maxvision/forensics/.
ingest-docs
Bootstrap or merge .maxvision/ project context from existing ADRs, PRDs, SPECs, and DOCs. Classifies documents in parallel, synthesizes with conflict detection, and routes to new-project or existing roadmap. Use when onboarding a brownfield project with existing documentation.
investigate
Pre-fix Iron Law: never patch a bug without investigating root cause first; auto-freeze the suspected module. Use the moment a bug surfaces, before any edit.
wipnote-tracker
ARCHIVED — Use wipnote skill instead. wipnote workflow combining session tracking, orchestration, and parallel coordination.
wipnotetdd-protocol
TDD protocol for sub-agent implementation tasks — write failing tests first, run quality gates, commit format, attribution rules
advpl-advanced
Tópicos avançados ADVPL — transações ACID (Begin Transaction + DisarmTransaction), relatórios TReport (TRSection/TRCell/TRFunction), FWTemporaryTable, manipulação de arquivos (FT_F* família 2 para SPED/EDI), MsNewGetDados, threads (MsRunInThread), OOP em ADVPL clássico (Class/Method/Self), reflection via Type/ValType, NoRound financeiro, anti-padrões legados (AxCadastro/Modelo2/Modelo3). Use quando contexto sair do escopo básico de cadastros/MVC.
advpl-debugging
Top 30 erros comuns em ADVPL/TLPP em produção e métodos de debug. Tabela de sintoma → causa raiz → comando de diagnóstico → fix. Use quando o usuário cola um erro do AppServer.log, descreve "está dando erro" sem detalhe, ou pede ajuda pra investigar bug Protheus.
advpl-dicionario-sx
Dicionário SX do Protheus — SX1 (perguntas), SX2 (tabelas), SX3 (campos), SX5 (tabelas genéricas), SX6 (parâmetros MV_*), SX7 (gatilhos), SX8 (numeração sequencial), SX9 (relacionamentos), SXA (pastas/folders), SXB (consultas F3), SXG (grupos de campo), SIX (índices). Use ao criar campo/parâmetro/gatilho/consulta, customizar via dicionário, ou diagnosticar comportamento controlado pelo SX. Para análise cruzada com fontes, use /plugadvpl:impacto e /plugadvpl:gatilho.
advpl-dicionario-sx-validacoes
Validações ADVPL embarcadas no dicionário SX (X3_VALID, X3_INIT, X3_WHEN, X3_VLDUSER, X7_REGRA, X1_VALID). Use ao analisar customização de cadastro/dicionário ou rastrear impacto de mudança de campo via `plugadvpl impacto`.
advpl-embedded-sql
SQL embarcado em ADVPL/TLPP — BeginSql/EndSql (preferido), TCQuery (legacy), TCSqlExec (DML), MPSysOpenQuery (autosetfield). Macros obrigatórias %notDel%, %xfilial%, %table%, %exp%, %Order%, %top%, %LIMIT%. Use ao gerar/editar query SQL embarcada, refatorar TCQuery+RetSqlName pra BeginSql, ou revisar regras PERF-001/002/003 e SEC-001 do lint.
advpl-encoding
Política de encoding em fontes ADVPL/TLPP — cp1252 (Windows-1252) padrão para .prw/.prx clássico, utf-8 para .tlpp moderno, preserve-by-default. Funções ADVPL EncodeUTF8/DecodeUTF8/STRICONV pra conversão runtime. Use antes de Edit/Write em .prw/.prx/.tlpp, ou quando ver mojibake ("ç", "ã") em qualquer output.
advpl-fundamentals
Fundamentos ADVPL/TLPP — notação húngara (c/n/d/l/a/o/b/x/u), naming convention, escopos Local/Static/Private/Public, limite de 10 chars em .prw/.prx (250 em .tlpp), prefixo de cliente em User Function, ~195 funções restritas. Use antes de gerar/editar QUALQUER função, ao revisar nomes, ou ao decidir se símbolo é nativo/restrito/customer.
advpl-jobs-rpc
JOBs e RPC no Protheus — Main Function, RpcSetType(3)+RpcSetEnv(emp,fil,user,pwd,env,modulo), PREPARE/END ENVIRONMENT, StartJob, MsRunInThread, scheduler via appserver.ini. Funções proibidas em JOB (MsgInfo, Pergunte, Help, FwAlertHelp). FwLogMsg para log estruturado. Use ao trabalhar com processo agendado, integração batch ou RPC.
advpl-matxfis
Família MATXFIS (Faturamento/Fiscal Protheus) — geração de NF-e, SPED, ECF, REINF, integração SF2/SD2/SF3, PEs do módulo fiscal. Use quando o tema for nota fiscal, livro fiscal ou obrigação acessória.
advpl-mvc
Padrões MVC em ADVPL/TLPP — MenuDef/ModelDef/ViewDef, MPFormModel, FWFormStruct, FWMVCMenu pra aRotina automático, FWExecView (tela interativa) vs FWMVCRotAuto (headless), e o padrão MODERNO de hooks via FWModelEvent + InstallEvent (substitui bCommit/bTudoOk descontinuados). Use ao criar/editar cadastros MVC, adicionar validação ou gatilho, ou refatorar AxCadastro/Modelo2/Modelo3 legados.
advpl-mvc-avancado
MVC avançado ADVPL/Protheus via PE (Pontos de Entrada) — adicionar grids customizadas em telas MVC padrão (CNTA300/MATA070/MATA440/MATA460/FINA040 via *STRU), AddTrigger em cascata, validações preservando original (bLinePost), SetErrorMessage estruturado, FWSaveRows/FWRestRows para navegação segura, integração MATXFIS dentro de gatilhos MVC, controle de comportamento por status. Use quando customizar MVC TOTVS padrão sem alterar fonte original.
advpl-pontos-entrada
Pontos de Entrada (PEs) no Protheus — User Function NOME(PARAMIXB[1..N]), naming patterns (MA440LOK/MT100GRV/A300STRU), retorno via Return ou PARAMIXB[última-posição], convenção _pe.prw, ExecBlock/ExistBlock no fonte TOTVS, ~280 PEs catalogadas em pontos_entrada_padrao. Use ao criar/editar PE, refatorar rotina customizada que devia ser PE, ou investigar comportamento estranho em rotina padrão.
advpl-refactoring
6 padrões de refactor comuns em ADVPL/TLPP — DbSeek loop, Posicione repetido, IFs hardcoded, AxCadastro→MVC, string concat em loop, RecLock sem Begin Transaction. Inclui before/after e quando NÃO aplicar. Use quando o usuário pede "melhorar", "refatorar" ou "está lento" um fonte ADVPL.
advpl-tlpp
TLPP (TOTVS Language Plus Productive, também TL++) — sucessor moderno do ADVPL com OO completa, namespaces (custom.<seg>.<svc>), annotations @Get/@Post/@Test, JSON nativo, try/catch/finally, reflection, identificadores até 250 chars (vs 10 em .prw), modificador default PRIVATE (oposto do ADVPL PUBLIC). Use ao trabalhar com arquivos .tlpp/.th, código moderno, REST tlppCore, ou migração ADVPL→TLPP.
advpl-tlpp-named-params
TLPP suporta named arguments na chamada via operador `=` (igualdade). Permite ordem livre, omissão de opcionais e código autodocumentado. Liberado em AppServer 20.3.2.0+ (funções/métodos) e 24.3.1.0+ (classes via New()). Use ao escrever ou refatorar chamadas TLPP com 3+ parâmetros, parâmetros opcionais, ou ao modernizar Static Functions legadas.
advpl-ui-patterns
Patterns visuais do Protheus (SmartClient) — browses (FWMarkBrowse/FWBrowse/FWFormBrowse/MsSelect), janelas MsDialog (MsAdvSize pra maximizar, OWNER, fechamento via TTimer), ParamBox por tipo, atalhos SetKey+VK_*, coloração de linha (AddLegend/SetBlkBackColor/bColor), export Excel via FWMSExcel:GetXMLFile (gera .xml, não .xlsx). Use ao construir/editar UI Protheus server-side fora de MVC, escolher tipo de browse, maximizar diálogo, colorir linha, montar ParamBox, registrar atalho de teclado, ou exportar grid pra Excel.
advpl-web
Interfaces web no Protheus — ADVPL ASP (.APH/.APW), módulos web Webex, métodos HTTP GET/POST/HTTPSESSION/COOKIE, threads pool JOB_WEBEX no appserver.ini, portais multi-empresa com RpcSetEnv (aceitável aqui, diferente de REST), upload/download, PEs APWEBEX. Use ao construir UI web Protheus server-rendered. Para REST/JSON, veja advpl-webservice.
advpl-webservice
Use ao criar/editar API REST ou SOAP no Protheus, escolher entre WSRESTFUL (clássico) e @Get/@Post (notation tlppCore — ~3x mais rápido, suporta @Patch + Swagger), migrar de uma pra outra, configurar PrepareIn + TenantId, validar JWT/OAuth2, ou revisar SEC-001 (RpcSetEnv em REST). Inclui pegadinhas como ::SetResponse cumulativo, WSMETHOD sub-nome, requisitos de versão (notation precisa AppServer 20+).
plugadvpl-index-usage
Como usar o indice plugadvpl para consultar metadados ADVPL antes de ler fontes inteiros. Ative SEMPRE antes de Read em .prw/.prx/.tlpp/.apw, find por funcao, callers/callees, uso de tabela ou MV_, impacto de campo SX3, cadeia de gatilhos SX7, ou lint. Ganho tipico 10-50x em tokens.
issue-intake
Compatibility alias for Symphony Requirements Elicitation. Use when Pedro asks for a Symphony issue-intake pass over WhatsApp/meeting/email evidence to decide do-now Linear work; follow requirements-elicitation as the canonical workflow.
careful
Safety guardrails for destructive commands. Warns before rm -rf, DROP TABLE, force-push, git reset --hard, kubectl delete, and similar destructive operations. User can override each warning. Use when touching prod, debugging live systems, or working in a shared environment. Use when asked to "be careful", "safety mode", "prod mode", or "careful mode". (gstack)
analyse-recent-sessions
Read N recent worker tmux scrollbacks / handoff events, identify recurring friction, write a new skill or update an existing one.
bookie
Sole writer of ledger rows. Validates kind/type/state, mints slug ids, emits 'created' event. Adds `decompose` verb that turns a PRD into a chain of TDD slices.
clarify-docs
Hygiene phase skill. Fix doc/code drift, broken refs, stale ADRs, missing glossary terms, failed example commands. Docs-only PR, ≤3 files, ≤100 lines diff. Run via bookie create --kind task --class hygiene --title 'clarify-docs: <observation>'.
claude-afk
Headless-shaped invocation of `claude` that runs inside an interactive tmux pane you can attach to live. Gives you the shape of `claude -p --output-format json` with full transparency: every turn is observable in real time, attachable mid-flight, and inspectable after the fact via the session log.
deploy-preview
Cron-scheduled probe. Scans open issues with non-null pr_url, finds deploy preview URLs (Vercel/Netlify/Cloudflare Pages/GitHub Pages) in PR body+comments, emits deploy_preview events on the ledger so dev-quest's FOCUS pane can show a 'Preview ready' badge.
diff-review
Pre-commit phase. Independent subagent reviews the finalized diff against the task brief + touched ADRs, returns a structured report of consequences, surprises, gaps, and ADR conflicts. Worker logs the report as a ledger event before bookie will accept a merged state update.
improve-architecture
Slice-bounded refactor: clarify boundaries, remove incidental complexity, extract duplication. No behavior change.
prd-to-issues
Decompose a PRD (kind=prd row or PRD-*.md file) into N sprint ledger rows, each a tracer-bullet thin vertical slice with Requirements + Success criteria in body_md.
replay-shadow
Capture a real execution of a worker-shaped system, replay it against a candidate config in an isolated sandbox, diff the two. Use before promoting prompt changes, model swaps, skill set changes, or API upgrades. System-agnostic — works for any unit of work that has identifiable inputs, environment state, an observable transcript, and a measurable output.
spawn
Worker decomposition verb. Inserts one or more child ledger rows under the current task, wires parent.blocked_by to the new children, flips parent to blocked. Delegates the write to bookie. NOT a process spawn.
sprint-supervise
Re-entrant sprint supervisor loop. Drives a single thin vertical slice to evidence-backed done across re-entry cycles: load prior handoffs, check evidence, complete or decompose, write re-entry handoff, tear down.
trash-retired-files
Move files unused for ≥30d (or unreferenced per grep) into ~/trash/<unix-ts>_<name>-<YYYYMMDD>/ with a TTL marker. Reversible; the actual sweep is run by Slice C machinery.
triage-assign
Agent-actor triage loop. Batch-claims rows with agent='agent_unset' OR pool='pool_unset', assigns {tier, pool, agent} per payload + context, writes via bookie.
triage-failed
Director-subagent skill. Classifies a `state=failed` ledger row as low-risk (auto-decompose into slices, cancel parent) vs needs-HITL (mark for human review).
migrate
Run all pending FS-side state migrations. Use after pulling changes that may have rewritten on-disk shapes (transcripts, work.json, agent.json). Called by /update and runnable directly. Does NOT run DB schema migrations — those auto-apply on backend boot.
new-migration
Scaffold a new migration. Two flavours — db (a step in backend/src/infrastructure/database/migrations.py) or fs (a new scripts/migrate-<slug>.py). Use when changing a SQL schema, transcript shape, or any on-disk JSON shape. Invoke as /new-migration db <slug> or /new-migration fs <slug>.
deploy
Deploy and release wipnote — run quality gates, bump version, tag, push, and trigger GitHub release pipeline. Use when asked to deploy, release, publish, ship, or push a new version.
brainstorming
在任何创造性工作之前必须使用此技能——创建功能、构建组件、添加功能或修改行为。在实现之前先探索用户意图、需求和设计。
chinese-code-review
中文 review 沟通参考——话术模板、分级标注（必须修复/建议修改/仅供参考）、国内团队常见反模式应对。仅在用户显式 /chinese-code-review 时调用，不要根据上下文自动触发。
chinese-commit-conventions
中文 commit 与 changelog 配置参考——Conventional Commits 中文适配、commitlint/husky/commitizen 中文模板、conventional-changelog 中文配置。仅在用户显式 /chinese-commit-conventions 时调用，不要根据上下文自动触发。
chinese-documentation
中文文档排版参考——中英文空格、全半角标点、术语保留、链接格式、中文文案排版指北约定。仅在用户显式 /chinese-documentation 时调用，不要根据上下文自动触发。
chinese-git-workflow
国内 Git 平台配置参考——Gitee、Coding.net、极狐 GitLab、CNB 的 SSH/HTTPS/凭据/CI 接入差异与镜像同步配置。仅在用户显式 /chinese-git-workflow 时调用，不要根据上下文自动触发。
finishing-a-development-branch
当实现完成、所有测试通过、需要决定如何集成工作时使用——通过提供合并、PR 或清理等结构化选项来引导开发工作的收尾
receiving-code-review
收到代码审查反馈后、实施建��之前使用，尤其当反馈不明确或技术上有疑问时——需要技术严谨性和验证，而非敷衍附和或盲目执行
using-git-worktrees
当需要开始与当前工作区隔离的功能开发或执行实现计划之前使用——创建具有智能目录选择和安全验证的隔离 git 工作树
using-superpowers
在开始任何对话时使用——确立如何查找和使用技能，要求在任何响应（包括澄清性问题）之前调用 Skill 工具
workflow-runner
在 Claude Code / OpenClaw / Cursor 中直接运行 agency-orchestrator YAML 工作流——无需 API key，使用当前会话的 LLM 作为执行引擎。当用户提供 .yaml 工作流文件或要求多角色协作完成任务时触发。
bun
Bun runtime: build fast Node.js-compatible APIs with Bun's built-in server, bundler, test runner, and package manager — Elysia framework, SQLite, and edge-optimised patterns
blog-pipeline
TekkiSolutions blog pipeline — research Vietnamese SME pain points, write bilingual SEO/GEO/AEO blog post, polish, output. Invoke twice a week.
browser-harness
Self-healing CDP browser automation connecting LLMs directly to a real Chrome instance via WebSocket. Use when you need full browser freedom with the user's actual sessions, cookies, and extensions — not a headless sandbox. Agents write helper code on-the-fly that persists across runs. Triggers on: "use my real browser", "browser-harness", "automate with my Chrome", "self-healing browser", "domain skill", "real browser session".
cloudflare
Comprehensive Cloudflare platform skill covering Workers, Pages, storage (KV, D1, R2), AI (Workers AI, Vectorize, Agents SDK), networking (Tunnel, Spectrum), security (WAF, DDoS), and infrastructure-as-code (Terraform, Pulumi). Use for any Cloudflare development task. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.
content-polish
End-to-end content polishing workflow that runs the humanizer and proofreader in the correct sequence with proper handoff between them. Use whenever the user wants to take generated content (CVs, posts, articles, emails, cover letters) from draft to ready-to-publish in one step. Triggers: polish this, make this ready, humanize and proofread, clean this up, do the full pass, run the polish workflow. Runs three passes: (1) format-aware humanizer, (2) anti-fragmentation check, (3) format-aware proofreader.
bun-runtime
Bun runtime management, scripting, package management, and server deployment.
import-prospects
Use when the user asks to "import prospects", "upload a list", or has tabular contact data (CSV / Excel / SQLite / text) to load. Two modes: save as tenant-only assets (link later via /match-prospects) or link straight to a project.
think-twice
Forces Claude to pause before any high-cost task and ask: "Is there a cleverer, cheaper way to do this?" Triggers before heavy computation, large code generation, repetitive data writing, or any implementation that feels like hard work. Claude must run a full think-twice check — questioning the approach, the scope, and the strategy — before committing tokens to the obvious path. The goal is productive laziness: always find the shortcut if one exists, always do less if less is enough.
access
Manage WeChat channel access — approve pairings, edit allowlists, set DM policy. Use when the user asks to pair, approve someone, check who's allowed, or change policy for the WeChat channel.
configure
Set up the WeChat channel — scan QR code to login, check channel status. Use when the user asks to configure WeChat, login, or check channel status.
auto-project-builder
인터랙티브 설정(플랫폼·기술스택·서비스 유형·개수)을 거쳐 트렌드 조사·경쟁 분석·아이디어 평가를 자율 수행하고, 자동 QA 루프로 실제 동작하는 프로젝트를 완성까지 구현하는 완전 자동화 스킬. 체크포인트 재개, 완료 알림, 날짜별 리포트, overview.html 포함.
idea-generator
멀티소스 페인 마이닝 → 병렬 3역할 적대적 평가 → YC 스타일 go/no-go 판정으로 높은 품질의 프로젝트 아이디어를 생성. auto-project-builder Phase 1에서 호출되거나 단독으로 사용 가능.
syslog-logs
Tail or follow syslog-mcp service logs from Docker Compose. Use when the user asks for syslog-mcp service logs, startup logs, crash logs, plugin deployment logs, Docker logs, or follow mode. This is for the service's stdout/stderr, not client syslog entries.
syslog-redeploy
Re-run the syslog-mcp plugin setup hook with the current userConfig and verify the Docker Compose deployment. Use when the user asks to redeploy syslog-mcp, apply plugin config changes immediately, rerun the setup hook, refresh the Docker deployment, or recover after an automated SessionStart/ConfigChange hook did not run.
syslog-version-check
Check whether the running syslog-mcp Docker container matches the local Compose image. Use when the user asks whether syslog-mcp is current, stale, deployed, updated, running the latest plugin image, or needs a restart/recreate after an upgrade. Supports an optional --pull mode for Docker image comparison.
building-native-ui
Complete guide for building beautiful apps with Expo Router. Covers fundamentals, styling, components, navigation, animations, patterns, and native tabs.
agno
Build production AI agents with Agno (formerly Phidata) — define Agent with model/tools/instructions/memory/knowledge, compose Agent Teams with coordinator routing, add Storage for persistence, and integrate RAG via built-in KnowledgeBase with PDF/URL/text sources.
capture
Codex-native MaxVision capture entrypoint for ideas, tasks, notes, backlog items, seeds, and interactive lists.
cleanup
Codex-native MaxVision cleanup entrypoint for archiving completed phase directories and related project artifacts.
enable-live-countdown
Codex compatibility entrypoint for MaxVision live countdown/statusline setup without changing Claude Code settings.
health
Codex-native MaxVision health check for planning directory state, repair candidates, and workflow consistency.
inbox
Codex-native MaxVision inbox triage for GitHub issues and pull requests against project templates.
dispatching-parallel-agents
当面对 2 个以上可以独立进行、无共享状态或顺序依赖的任务时使用
executing-plans
当你有一份书面实现计划需要在单独的会话中执行，并设有审查检查点时使用
mcp-builder
MCP 服务器构建方法论 — 系统化构建生产级 MCP 工具，让 AI 助手连接外部能力
subagent-driven-development
当在当��会话中执行包含独立任务的实现计划时使用
systematic-debugging
遇到任何 bug、测试失败或异常行为时使用，在提出修复方案之前执行
test-driven-development
在实现任何功能或修复 bug 时使用，在编写实现代码之前
writing-plans
当你有规格说明或需求用于多步骤任务时使用，在动手写代码之前
writing-skills
当创建新技能、编辑现有技能或在部署前验证技能是否有效时使用
conductor-rewrite-performance
Use when building or optimizing a local-first desktop app with React, dealing with excessive re-renders during navigation, slow chat/list UIs with streaming content, or profiling a Tauri app without native Chrome DevTools access.
cloudflare-deploy
Deploy applications and infrastructure to Cloudflare using Workers, Pages, and related platform services. Use when the user asks to deploy, host, publish, or set up a project on Cloudflare.
ke-learn
Write a new knowledge entry to ~/vault/ke/<scope>/ and update the FTS5 index. One file per insight. Stop-hook on dev/director sessions.
ke-recall
FTS5 search over ~/vault/ke/ knowledge entries. Returns top-N markdown excerpts ranked by BM25, with file paths and headings.
to-ledger
Owner-facing flow for filing a single ledger row. Walks the user through the required flags, then delegates the write to bookie.
android-kmp-sqldelight
SQLDelight as the KMP-native database — schema files, generated queries, coroutines extension, platform drivers, migrations. Use as the Room replacement when targeting KMP. Trigger on: "SQLDelight", "KMP database", "multiplatform Room", "shared database", "sqldelight KMP".
dpd
Bootstrap a DPD (Decompose-Propagate Decision) session under the ambient overlay paradigm — DPD is a passive graph overlay that observes ongoing conversation and proposes graph updates collaboratively. Invoke when the user runs /dpd, or proactively suggest when a conversation has accumulated multiple open threads, unanchored decision verbs, or surfaced contradictions that would benefit from explicit graph tracking. Requires the dpd-mcp-server MCP server to be registered with Claude Code.
verification-before-completion
在宣称工作完成、已修复或测试通过之前使用，在提交或创建 PR 之前——必须运行验证命令并确认输出后才能声称成功；始终用证据支撑断言
codex-history-sync
当需要把一个 CODEX_HOME/.codex 中的 Codex 会话记录、history.jsonl、sessions 和 thread title 元数据单向同步到另一个用户或目录下的 .codex 时使用；强调 dry-run、敏感配置排除、filter、force 边界和同步后验证。
codex-agent
用 OpenClaw 驱动 Codex CLI 的受管运行时。支持交互式 tmux 会话、一次性 exec 任务、会话状态查询、显式 session-id 路由、启动阻塞识别与完成通知。
chiron
Universal LLM-powered lesson generator for solo learners across code, medicine, and language. Triggers on natural-language phrases ("teach me X", "make a course on Y", "lesson from this PDF", "case-study this", "chiron …") AND on slash-commands (/chiron, /chiron-code, /chiron-medicine, /chiron-language, /chiron-research-paper, /chiron-case-study). Produces a single self-contained lesson.html plus a per-lesson SQLite state DB.
retro
Use when a Claude Code session ends, when a specific friction needs fixing, when promoting accumulated local memory upward, or for periodic cross-session audits — to detect friction and materialize learnings into the right destination. Triggers: /retro, 'retrospective', 'review the session', 'fix this skill', 'promote memory', 'audit the architecture'.
writer-reconciler
Runtime reconciler for vault writer staged packets. Picks up packets from `~/.claude/state/vault-staging/`; applies mechanical-only reconciliation (winner-pick / dedup / append per R-34) keyed by per-folder `_processing-rules.json` resolution (folder > file-type-contracts > universal pillar 7 default). NO classification, NO routing decisions — those are the writers' responsibility upstream. Renamed + reshaped from inbox-processor under Plan 81 SP14 Batch B T-11 (2026-05-18) per SP13 alignment Session 4 A37. Extended SP14 Batch F T-27 (2026-05-19) with step 8.5 (daily-processing JSONL append) + step 8.6 (manifest.sqlite record-write) per writer-pipeline-layering L-102..L-104 / §A61 — both mechanical writes preserving R-34.
kenny-telemetry
How kenny telemetry works end-to-end — agent collectors, the push scheduler, server storage, health rules, and the fleet dashboard. Use when adding or changing a telemetry section or the dashboard.
requesting-code-review
完成任务、实现重要功能或合并前使用，用于验证工作成果是否符合要求
ctfd
Use when developing, debugging, deploying, or maintaining any CTFd instance or fork - Docker stack issues, plugin development, CSRF 302 errors, theme customization, database migrations, nginx proxy misconfig, SQLAlchemy 1.4 gotchas, pytest test infrastructure, or API 500 responses
chatbot-creator-skill
Scaffold a standalone LLM chatbot app (FastAPI + React + Vite). Builds the full project — user auth, multi-turn chat with Claude/OpenAI/Gemini, WebSocket streaming, SQLite persistence. Warns before overwriting existing files.
admin-shell-foundation
The shared admin shell scaffold used by all domain skills. Provides the base AdminShell layout, DataTable, StatusBadge, ConfirmDialog, sidebar navigation, and header with user menu. All domain skills (hotel-pms, reservation-booking, restaurant-pos, crm-onboarding) consume this as a shared foundation. Triggers when building any admin dashboard — the layout wrapper that goes around every admin page.
agent-browser
Native Rust headless browser CLI for AI agents. Automates web UIs, scrapes pages, runs QA tests, and performs structured regression testing with health scores and fix loops. Triggers on: "automate browser", "scrape webpage", "QA test this site", "run browser tests", "find bugs on this page", "automate login", "take screenshot", "click this button". Also triggers on: "open this URL", "navigate to", "browser automation", "headless test", "web scraping", "test the web UI". Key capabilities: ~100ms per command, QA workflows with 8-category health scores, diff-aware regression on changed files/routes, multi-session isolation with named profiles, authenticated session persistence, tabs and iframe support, cloud provider integration (Browserless, Browserbase, Browser Use), content boundaries to prevent prompt injection, and command chaining with `&&`. Ideal for QA engineers, developers running regression suites, and agents needing reliable browser automation. Also for: visual bug reports, form filling, cookie sessio
animejs
Anime.js adapter patterns for HyperFrames. Use when writing Anime.js animations or timelines inside HyperFrames compositions, registering animations on window.__hfAnime, making Anime.js seek-driven and deterministic, or translating Anime.js examples into render-safe HyperFrames HTML.
azure-verified-modules
Azure Verified Modules (AVM) requirements and best practices for developing certified Azure Terraform modules. Use when creating or reviewing Azure modules that need AVM certification.
backend
Designs, builds, and reviews backend systems: APIs, databases, server-side logic, authentication, file handling, webhooks, and microservices. Triggers when the user asks to build an API, design a database schema, write server-side code, set up authentication, handle file uploads, build webhooks, design microservices, optimize queries, or work with Node.js, Python, Go, Java, or any server-side technology. Also triggers proactively when reviewing backend code for performance, scalability, or correctness issues — including N+1 queries, missing indexes, connection pool exhaustion, and missing pagination. Key capabilities: layered architecture patterns (routes/controllers/services/repositories), REST design with correct HTTP status codes, UUID-based public IDs with created_at/updated_at timestamps, JWT auth with short-lived access tokens + httpOnly refresh cookies, bcrypt password hashing at cost factor 12+, centralized error handling, structured JSON logging, parameterized queries only, and background job pattern
brandkit
Premium brand-kit image generation skill for creating high-end brand-guidelines boards, logo systems, identity decks, and visual-world presentations. Trained for minimalist, cinematic, editorial, dark-tech, luxury, cultural, security, gaming, developer-tool, and consumer-app brand systems. Optimized for intentional logo concepting, refined composition, sparse typography, strong symbolic meaning, premium mockups, art-directed imagery, and flexible grid layouts.
browser-domain-skills
Shared domain knowledge convention for all browser automation tools. Stores per-host notes (login flows, selector quirks, anti-bot workarounds, form structures) that any browser skill can read before navigating and write after learning. Self-healing pattern: observe → capture → reuse across sessions. Not a tool — a shared memory protocol.
cc-loop
Iterative quality loop for any content deliverable. Runs fixer → polish → N parallel critiques → score → loop until pass criteria are met. Default pass criteria: avg score ≥ 80 AND min score ≥ 70 across all critics. Max 3 rounds (configurable). Critic set is domain-configurable: design+content+marketing+pedagogy for decks/presentations; content+marketing+SEO for blog posts; content+marketing for emails; custom list accepted. Each round writes an audit log entry so you can track how the deliverable evolved. Trigger when: user says "run X through the loop", "polish and critique", "iterate to quality bar", "/cc-loop", or any time a deliverable needs systematic multi-axis review with pass criteria. Also trigger when a single critique came back with issues and the user wants a structured fix-and-verify cycle rather than ad-hoc edits. Key capabilities: snapshot-grounded design critique via Playwright at 1920×1080, format-aware humanizer + proofreader polish pass, configurable scoring threshold and max rounds, refra
cloudflare-email-service
Send and receive transactional emails with Cloudflare Email Service (Email Sending + Email Routing). Use when building email sending (Workers binding or REST API), email routing, Agents SDK email handling, or integrating email into any app — Workers, Node.js, Python, Go, etc. Also use for email deliverability, SPF/DKIM/DMARC, wrangler email setup, MCP email tools, or when a coding agent needs to send emails. Even for simple requests like "add email to my Worker" — this skill has critical config details.
content-strategy
Build editorial calendars, define content pillars, plan campaigns across TOFU/MOFU/BOFU funnel stages, audit and repurpose content across channels, and track performance by channel and pillar. Trigger when: building or maintaining an editorial calendar; defining content pillars or themes for a niche or ICP; planning a content campaign (blog, video, podcast, social); auditing or repurposing existing long-form content; developing a content distribution or SEO strategy; or analyzing content performance.
context-mode
Context-mode is an MCP server plugin that reduces context window usage by ~98% through sandboxed tool routing. MUST be applied whenever Claude is running inside a context-mode-enabled session — it is not optional. Trigger when: context-mode MCP server is present in the session; running Bash commands that produce more than 20 lines of output; reading files for analysis; fetching web pages and searching them; batch execution of multiple queries; or when you need to prevent raw tool outputs from flooding the context window. Key capabilities: routes Bash to ctx_execute / ctx_batch_execute (captures output, prevents bloat); routes Read to ctx_execute_file (raw content never enters context); routes WebFetch to ctx_fetch_and_index then ctx_search (fetch once, query indexed content on demand); enforces strict output rules (under 500 words, write artifacts to files, return only path + 1-line description). Ideal for: working in long-running sessions with large codebases; running multi-step debugging workflows that prod
copywriting
Write compelling, conversion-focused copy for any medium. Trigger when: writing marketing copy, landing page text, email campaigns, ad copy, product descriptions, social media posts, headlines, taglines, or sales pages; improving existing copy for clarity, persuasiveness, or brand voice; increasing conversion rates; developing or auditing brand voice; or any persuasive writing task. Before writing, clarify: audience (who, fears, wants), goal (click, purchase, sign up, share), channel (email, landing page, ad, social), tone (formal, casual, urgent, inspirational), and the one key message. Key capabilities: AIDA, PAS, and Before/After/Bridge frameworks; brand voice capture system (3 words the brand IS, 3 words it is NOT, who speaks, what they never say); headline writing rules (benefit-led, numbers, questions, urgency without fake scarcity); email copy structure (subject → preview → opening → body → single CTA); copy audit checklist (5-second benefit test, one-person test, single CTA check, "so what?" on every
crm-onboarding
Build a lead capture + email nurture CRM pipeline — public onboarding form, CRM state machine (NEW→QUALIFIED→PROPOSAL→WON/LOST), 5-email drip sequence via Resend, Slack webhook handoff on qualification, and kanban dashboard. Triggers when user asks to build a CRM, lead capture, onboarding flow, lead nurture, or lead pipeline.
css-animations
CSS animation adapter patterns for HyperFrames. Use when authoring CSS keyframes, animation-delay based timing, animation-fill-mode, animation-play-state, or CSS-only motion that HyperFrames must seek deterministically during preview and rendering.
dept-resume
Resume department head sessions with minimal context overhead. Reads dept-state.md directly (no subagents), spawns dept heads with lean briefings. Invoke as /dept-resume all or /dept-resume [dept-slug]. Optimized for context window efficiency: no recall subagents, no temp files.
dept-status
Quick department status check. Reads dept-state.md and active-coords.md, returns a compact digest. No subagents, no side effects. Invoke as /dept-status [dept-slug] or /dept-status all.
dept-wrap
Freezes department state at session end — writes dept-state.md, updates member-roster.md, flushes active-coords.md, and archives dept scratch files. Invoke as /dept-wrap [dept-slug] or /dept-wrap all. Fully autonomous, no user interaction. Parallel-safe when saving all departments.
durable-objects
Create and review Cloudflare Durable Objects. Use when building stateful coordination (chat rooms, multiplayer games, booking systems), implementing RPC methods, SQLite storage, alarms, WebSockets, or reviewing DO code for best practices. Covers Workers integration, wrangler config, and testing with Vitest. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.
ninja-enrich
Enrich meta.yaml long_description fields from man pages and websites
fs-update
Check all dependencies for updates, auto-apply safe patch-level npm upgrades, flag CVEs as high priority, prompt for decisions on minor/major/Docker/Actions changes, then commit and display a summary table.
longevity-os
Longevity OS (太医院) — personal health tracking, N-of-1 trials, and longevity optimization. Triggers on /longevity, /taiyiyuan, health tracking, diet logging, exercise logging, supplement management, biomarker review, and self-experimentation keywords.
planz
Manage hierarchical project plans in SQLite. Tree-based structure with phases and tasks. Multiple output formats (text, JSON, XML, markdown).
celesteops-review
Use when the user asks an agent to review specs, plans, notes, pending approvals, or content tracked in CelesteOps. Prefer the CelesteOps MCP tools when available; start from the pending-review queue or project rollups, read linked documents and tasks for context, summarize decision points, and only change review state when the user explicitly asks.
celesteops-tasks
Use when reading, creating, or updating tasks and documents in CelesteOps, a local-first task planner that doubles as a cross-repo message board for AI agents. Triggers include "check CelesteOps", "what tasks for <repo>", "create a task in CelesteOps", "update task X", "leave a note for the <other-repo> agent", or any reference to "the task planner". Reach it via the celeste-ops MCP tools, or HTTP at http://127.0.0.1:43121.
oracle
Best practices for using the oracle CLI (prompt + file bundling, engines, sessions, and file attachment patterns).
axon
Use whenever the user wants to crawl, scrape, or extract a website; ingest a GitHub repo, Reddit, YouTube, or local AI sessions; embed content into Qdrant; run semantic search; ask grounded RAG questions; or manage axon's async job queues. Also use when the user mentions axon, the crawler, hybrid search, Qdrant, Tavily, or the MCP tool surface.
ship-runtime
Use when working on Ship's runtime internals — the daemon (shipd), supervisor, service mesh, PTY bridge, event system, and database layer.
write-query
Write optimized SQL for your dialect with best practices. Use when translating a natural-language data need into SQL, building a multi-CTE query with joins and aggregations, optimizing a query against a large partitioned table, or getting dialect-specific syntax for Snowflake, BigQuery, Postgres, etc.
sql-query-expert
Write optimized SQL queries with joins, CTEs, window functions, and performance tuning. Based on Anthropic's Claude Cookbooks.
auto-researcher
Proactively researches any topic by searching, synthesizing, and presenting well-sourced information — without waiting to be asked. Triggered when the user asks about current events, wants in-depth learning, says "what's the latest on...", "research X for me", "find out about...", "give me a briefing on...", or when the task would benefit from up-to-date external information. Also triggers mid-task proactively when live data, prices, specs, or recent developments would meaningfully improve the answer. Output is structured: a key finding, 3-5 supporting evidence points with sources, any conflicting views, known limitations, and 2-3 further reading links. Source quality is tiered (peer-reviewed primary sources down to anonymous forums), and confidence levels are flagged inline for every major claim.
compile
Load the marketing assessment pipeline lessons, pitfalls, and quality checklist before generating or reviewing a client deck. Invoke with /compile before any pipeline run to ensure all 24 learned pitfalls are loaded into context. Also use after a pipeline run to verify output against the quality checklist.
content-modeling-best-practices
Structured content modeling guidance for schema design, content architecture, content reuse, references versus embedded objects, separation of concerns, and taxonomies across Sanity and other headless CMSes. Use this skill when designing or refactoring content types, deciding field shapes, debating reusable versus nested content, planning omnichannel content models, or reviewing whether a schema is too page-shaped or presentation-driven.
ignition-sql-authoring
Author, review, and tune SQL artifacts for Inductive Automation Ignition projects. Use this skill when the user's request involves (1) authoring a Named Query, (2) designing a table or DDL migration, (3) speeding up a slow query, dashboard, or report, (4) reviewing a Perspective SQL binding or inline scripted SQL, (5) building a historian report against `sqlt_data_*` / `sqlth_te`, (6) writing an EXPLAIN / query-plan verification procedure, (7) refactoring inline SQL to a Named Query, (8) debugging a slow dashboard caused by DB access, (9) choosing between `system.db.runQuery` / `runPrepQuery` / `runNamedQuery` / Query Tag / Named Query, or (10) mapping alarm-journal (`alarm_events`) data into a custom report. Dialect agnostic — supports MSSQL, PostgreSQL, MySQL / MariaDB, Oracle, and SQLite. Dialect confirmation is the first step of the workflow and is non-skippable; no SQL is emitted before the dialect is pinned.
address-issue
Fetch a GitHub issue, create a tusk task from it, and work through it with /tusk
chain
Execute a dependency chain in parallel waves using background agents
create-task
Break down freeform text (feature specs, meeting notes, bug reports) into structured tusk tasks with deduplication
groom-backlog
Groom the backlog by closing completed tickets, removing redundant/stale tickets, reprioritizing, and assigning agents
investigate
Investigate the scope of a problem and form an honest assessment — task creation is optional
investigate-directory
Audit a directory: (1) Primary — describe its actual purpose from content, structure, and project context; (2) Secondary — assess code quality signals and pillar alignment, including how well it serves its stated values
ios-libs-contribute
Contribute a client-discovered fix or improvement back to the configured iOS library repo from an ios_app tusk project.
ios-libs-issue
File a GitHub issue against the configured iOS lib repo with originating tusk task auto-attached
loop
Autonomously work through the backlog — dispatches /chain for chain heads, /tusk for standalone tasks, repeating until empty
report-tusk-issue
File a GitHub issue against the tusk repo itself — tusk bugs, CLI limitations, skill improvements, or missing features. Use anytime the user identifies a gap in tusk (not in their own project's code).
resume-task
Resume work on a task after a session crash or timeout
retro
Review the current session, surface process improvements and tangential issues, and create follow-up tasks
review-commits
Run an AI code reviewer against the task's git diff, fix must_fix issues, and dismiss or spin off suggestions
tusk
Get the most important task that is ready to be worked on
tusk-init
Interactive setup wizard to configure tusk for your project — scans codebase, suggests domains/agents, writes config, and optionally seeds tasks from TODOs or project description
tusk-insights
Read-only DB health audit with interactive recommendations, plus on-demand HTML task dashboard generation
tusk-update
Update domains, agents, task types, and other config settings post-install without losing data
partnership-email-blast
Send per-partner email campaigns from a YAML roster through Resend, rendered via a clean HTML template. YAML is canonical; each partner gets one templated email with {{var}} substitution. Idempotent — re-runs skip partners already sent (unique index on campaign_id + partner_id WHERE ok=true). --dry-run by default, --apply sends, --prod required for live mode. Use when the user says "blast the partners", "fire the launch email", "email the partner list", "outreach campaign", or before a launch announcement.
matematic-patron-pr-review-pl
Recenzent PR/diffow dla PATRONa - polski LegalTech AI agent dla kancelarii. Wylapuje regresje specyficzne dla repo PATRON ktorych nie zlapie generyczny lint - org scoping multi-tenant, authless routes, niespodzianki w migracjach SQLite/Postgres, bezposredni SQL poza warstwa db, brak worker sync w cache, UI bez generated SDK, sekrety w logach, regresje audit_log, brak grounding cytatow, AI Act art. 12 record-keeping. Format findings file:line -> problem -> correct pattern, 3 buckets Blocker/Should-fix/Nit. Cherry-pick struktury z dograh v1.31.0 review-pr (BSD-2). Uzywaj gdy - recenzja PR/diff PATRON przed merge, code review pre-commit, audyt zmian w mcp-security-gateway/audit_log/ring-policy/auth, review zmian w MCP serverach matematicsolutions/*, weryfikacja czy nowy kod nie wprowadza wyciekow danych klienta kancelarii (RODO/tajemnica adwokacka), audyt drift dokumentacji vs kod. Trigger - "marko review PR", "code review PATRON", "audyt diff", "review tej zmiany", "sprawdz PR", "czy bezpiecznie merge", "PR aud
qt-qml
QML and Qt Quick — declarative UI language for modern Qt applications. Use when building a QML-based UI, embedding QML in a Python/C++ app, exposing Python/C++ objects to QML, creating QML components, or choosing between QML and widgets. Trigger phrases: "QML", "Qt Quick", "declarative UI", "QQmlApplicationEngine", "expose to QML", "QML component", "QML signal", "pyqtProperty", "QML vs widgets", "QtQuick.Controls", "Item", "Rectangle"
memory-harness-skill
Implements a highly token-efficient, zero-hallucination SQLite database memory harness for tracking project state, context, and history across agent sessions.
dept-save-state
RENAMED — use /dept-wrap instead. This skill has been renamed to better pair with /dept-resume. Invoke /dept-wrap [dept-slug] or /dept-wrap all.
import-prospects
Use when the user asks to "import prospects", "upload a list", or has tabular contact data (CSV / Excel / SQLite / text) to load. Two modes: save as tenant-only assets (link later via /match-prospects) or link straight to a project.
synapse
Associative structured local memory store. Use to remember and recall anything and retrieve linked memories.
fastapi-project
Scaffold and evolve FastAPI projects with uv-based tooling, structured settings, and production-ready observability, resilience, availability, and security patterns aligned with python.instructions.md.
token-audit
Analyze skill token consumption and surface optimization opportunities
zotero-cli
This skill should be used when the user works with a Zotero research library or invokes any zotero-mcp-server CLI — `zotero-cli` (standalone library access) or `zotero-mcp` (MCP server / setup). Triggers on phrases like "Zotero library", "zotero-cli", "BibTeX key", "citation", "DOI lookup", "PDF annotations", "Better BibTeX", "reading list", "literature review", or any reference to `~/Zotero/zotero.sqlite` or a `storage/` PDF attachments folder. Also use it when the user asks to add a paper by DOI/arXiv URL, extract annotations, search a personal reference library, or manage collections. Captures the local/web/hybrid library-access modes, the SQLite-lock problem (writes require Zotero.app closed), the canonical DOI-ingestion workflow, annotation extraction, and the **`zotero-cli config` footgun that prints OPENAI_API_KEY and other secrets verbatim**. Use this skill even if the user does not name "Zotero" by name — if you see a `zotero.sqlite` next to a `storage/` directory of hash-named subfolders, that is a
prosa-dev-workflow
Local development workflow for the prosa repository. Use when orienting in the codebase, choosing validation commands, or changing project-level tooling.
vault-guide
typemd vault reference. Use when designing type schemas, creating objects, managing relations, or working with vault structure — provides CLI commands, type schema format, object format, wiki-links, views, templates, and TUI keybindings.
sqlite-db-generator
Design and build a local SQLite database — brainstorm entities, define schemas, write records, query data, and expose a standard interface other skills can consume. Use this skill whenever the user wants to persist structured data locally, think through a data model, create or update a SQLite schema, insert or update records, run queries, bulk import/export data, or build a lightweight local store for an agent or CLI tool. Also trigger when the user edits schema.sql and wants the skill and db to reflect those changes. Trigger phrases: "create a sqlite db", "set up a local database", "store this in sqlite", "help me design a schema", "what tables do I need", "save records to a db", "query my local db", "update the schema", "add a table", "sync the schema", "export my data", "import records".
task
복잡한 다단계 작업의 진행 상황 추적 및 관리
database-dev
Use when the user asks to design or modify database schemas, queries, indexes, migrations, transactions, EXPLAIN plans, N+1 issues, SQL/NoSQL modeling, or database performance behavior.
effect-conventions
Effect-TS patterns and anti-patterns for Maslow codebase
security-review
Performs security review for Flutter/Dart code. Use when implementing authentication, handling user input, working with API keys or secrets, managing permissions, storing sensitive data locally, or integrating third-party APIs. Provides Flutter-specific security checklists and patterns.
Integration detected automatically from skill content. Some results may be false positives.