stark-ai-de
OrganizationPublic Agent Skills for Codex operations, Cursor operations, Claude operations, repo maintenance, skill maintenance, productivity, and engineering workflows.
Categories
Indexed Skills (34)
skillopt-setup
Set up Microsoft SkillOpt for Agent Skills improvement. Use when installing SkillOpt, preparing per-skill train/val/test eval splits, configuring Codex CLI or provider-backed execution, running SkillOpt against SKILL.md bodies, reviewing best_skill.md, or importing optimized skill changes. Do not use for ordinary skill authoring or manual repo validation.
architecture-compass
Set up repository-native ADR governance, audit architecture, or plan and execute ADR-guided refactors through intent-bound workflows. Use when work needs binding agent-facing ADRs, provider-to-local mapping, architecture PR review or drift, Next.js request patterns, source placement, backend/runtime/env/config boundaries, stack deviations, or bounded ADR-governed implementation. Do not use for tiny edits, generic framework education, or work with no architecture or governance consequence.
codex-spec-interviewer
Interview, source-challenge, verify, save, and ADR-gate fuzzy coding requests into Codex-ready implementation specs. Use when a feature, bugfix, refactor, migration, repo-wide change, or architecture task needs user-verified requirements, source-backed decisions, durable architecture decisions, acceptance criteria, validation commands, rollout notes, saved spec/ADR files, and a Codex execution prompt. Do not use when already fully specified or when the user wants direct implementation now.
claude-memory-curator
Audit, review, clean up, and prune Claude Code durable context. Use when the user asks about CLAUDE.md, CLAUDE.local.md, .claude/rules, user Claude rules, Claude Code auto memory, /memory, stale instructions, memory pollution, sensitive context, settings such as autoMemoryEnabled or claudeMdExcludes, or where a Claude instruction should live. Do not use for Codex memory, Cursor rules, Claude app memory, Anthropic API Memory Stores, or generic docs cleanup.
claude-spec-interviewer
Interview fuzzy Claude Code coding requests into user-verified implementation specs with source challenge, ADR gate, validation plan, and execution prompt. Use when the user asks for /claude-spec-interviewer, a Claude Code implementation plan, PRD, requirements, plan before coding, Plan Mode planning, persisted spec, ADR decision, CLAUDE.md evidence, or .claude/rules evidence. Do not use for direct implementation, pure brainstorming, memory cleanup, or authoring Claude instruction files only.
cursor-memory-curator
Audit, review, clean up, and prune Cursor durable context. Use when the user asks about Cursor rules, .cursor/rules, .cursorrules, User Rules, Team Rules, Cursor memory-bank artifacts, stale or noisy persistent context, rule conflicts, sensitive rule contents, or why Cursor keeps forgetting or using old guidance. Do not use for Codex memory cleanup, ordinary repo docs cleanup, generic prompt engineering, or direct implementation work without Cursor persistent context.
cursor-spec-interviewer
Interview fuzzy Cursor Agent coding requests into user-verified, Cursor-ready implementation specs. Use when the user asks for a spec, implementation plan, PRD, requirements, or a plan before coding for a feature, bugfix, refactor, migration, repo-wide change, or architecture task, or needs acceptance criteria, validation commands, ADR decisions, or rollout notes. Saves the spec and a Cursor execution prompt. Do not use for fully specified tasks or direct implementation requests.
codex-context-guard
Prevent Codex context-window exhaustion during long-running refactors, repo audits, migrations, debugging sessions, or tasks with large logs, many file reads, or repeated tool output. Use when Codex context is getting high, /compact may be needed, or the user asks for context-efficient workflows.
debugging-diagnosis
Diagnose and fix bugs through reproduction, minimization, hypotheses, instrumentation, targeted fixes, and regression coverage. Use when the user reports failing behavior, a broken test, runtime error, flaky workflow, or asks for debugging before implementation.
issue-plan-slicer
Convert a spec, roadmap item, or rough plan into independently implementable issue slices with scope, dependencies, acceptance criteria, and validation. Use when the user asks to split work into GitHub issues, local markdown tasks, or agent-ready implementation chunks.
prd-writer
Write a concise PRD or implementation brief from current context, separating problem, solution, user stories, decisions, testing, rollout, and out of scope. Use when the user asks for a PRD, product brief, implementation brief, or spec handoff.
prototype-spike
Build or plan an explicitly throwaway prototype to answer a design, API, UX, performance, or integration question, then capture findings and cleanup. Use when the user asks for a spike, prototype, proof of concept, or experiment before committing to production design.
repo-map-zoom-out
Map unfamiliar code areas before implementation by identifying entry points, ownership boundaries, callers, data flow, ADRs, validation, and likely edit surfaces. Use when the user asks to understand a subsystem, zoom out, map a repo area, or prepare for a risky change.
test-first-implementation
Implement behavior with a red-green-refactor loop, observable tests, and small vertical slices. Use when the user asks for TDD, test-first work, regression-first fixes, or a feature that needs clear behavior before implementation.
grill-plan
Relentlessly question a plan, design, migration, release, or repo maintenance proposal until assumptions, risks, constraints, and decision branches are clear. Use when the user wants to be grilled before implementation or wants a plan challenged.
handoff
Write a compact handoff document so a fresh agent, thread, or session can continue. Use when context is long, the user wants to switch threads, work must be paused, or the agent needs to summarize current state without duplicating existing docs or diffs.
adr-writer
Create short Architecture Decision Records under docs/adr. Use when the user makes a repo-level decision, changes skill format, publishing, validation, license, layout, or maintainer policy, and wants a concise ADR without documentation bloat.
agent-context-bootstrap
Bootstrap repo-local agent context for Codex and other coding agents. Use when setting up AGENTS.md, docs/agents, issue tracker rules, triage labels, domain docs, ADR locations, validation commands, or skill usage instructions for a repository.
ci-debugger
Diagnose failed CI jobs and build pipelines using small-log, evidence-first debugging. Use when the user shares a failed GitHub Actions, GitLab CI, Vercel, or package-manager build and wants root cause, minimal fix, and regression test guidance.
dependency-update-review
Review dependency updates, package manager changes, lockfile diffs, version bumps, and dependency risk. Use when the user asks whether dependency updates are safe, wants to upgrade packages, or needs a dependency PR reviewed.
docs-audit
Audit repository documentation, README, examples, installation steps, onboarding flow, API docs, and contribution docs. Use when the user asks whether docs are clear, complete, current, or ready for a public repo.
issue-triage
Triage repository issues through a maintainer decision tree. Use when the user asks to classify issues, apply labels, identify missing information, mark ready-for-agent work, split vague reports, or clean up an issue inbox.
pr-review
Review pull requests for correctness, maintainability, tests, security, docs impact, release risk, and agent-induced failure modes. Use when the user asks for a PR review, diff review, merge readiness check, or maintainer feedback.
release-manager
Prepare and operate repository releases through a finite, approval-gated hosted workflow. Use when the user asks to inspect release status, check setup, record component impact, create a generated release PR, plan or approve publication, dispatch post-release evidence, or prepare the OpenAI handoff.
repo-health-audit
Audit repository health and maintenance readiness. Use when the user asks for a repo review, maintainer audit, cleanup plan, onboarding audit, technical debt scan, CI/docs/release hygiene review, or public repo readiness check.
security-baseline-review
Review public repository security hygiene at a baseline maintainer level. Use when the user asks for secret-leak checks, SECURITY.md review, dependency hygiene, GitHub settings checklist, CI safety, or public release security readiness.
architecture-compass-adr-authoring
Author a new or successor public Architecture Compass target-repository ADR and its local adoption in stark-ai-de/agent-skills. Use when a maintainer supplies a decision idea or rough requirements and wants generic requirements, paired Short/Long/Guide triplets, conflict reporting, release synchronization, validation, and a GitHub pull request. Do not use for internal or skill-runtime ADRs or adoption in unrelated repositories.
skill-authoring-review
Create or review Agent Skills with correct SKILL.md frontmatter, trigger descriptions, concise workflow design, progressive disclosure, references, scripts, assets, safety rules, and installability. Use when writing a new skill, improving an existing skill, or validating a public skills repo.
skill-installation-support
Help install, list, update, remove, or troubleshoot Agent Skills using the Vercel skills CLI. Use when the user asks about npx skills add, installing a whole repo, installing one skill, global vs project installs, symlink vs copy, or Codex/Claude/Cursor agent targets.
skill-repo-curator
Maintain a public Agent Skills repository. Use when updating skill catalogs, validating SKILL.md files, preparing a release, deprecating skills, reviewing install commands, checking README consistency, or keeping a skills repo ready for npx skills installation.
animated-readme-logo
Audit, create, transform, or animate verified logo pipelines for GitHub READMEs. Use when a repository needs a new or reconstructed mark, motion specification, SVG animation master, executable animation recipe, static PNG, animated GIF, README-safe markup, reduced-motion fallback, or compatibility review. Do not use for unrelated app/site motion or generic image generation without a README branding target.
codegraph-ast-grep
Set up, update, or diagnose CodeGraph and ast-grep so coding agents can use semantic repository scope and structural syntax evidence automatically. Use when a repository needs an idempotent CodeGraph/ast-grep installation, stable tool and index migrations, MCP reconnection, persisted agent guidance, or a read-only setup diagnosis.
codex-memory-curator
Audit, review, clean up, and prune Codex memories. Use when the user asks about ~/.codex/memories, stale or noisy memories, memory pollution, cross-repo rule leakage, sensitive memory contents, memory config tuning, cleanup plans, or whether entries belong in memory, AGENTS.md, repo docs, skills, config, or deletion. Do not use for ordinary repo docs cleanup.
drawio-diagrams
Create, draw, generate, edit, verify, and export draw.io/diagrams.net `.drawio` diagrams. Use when the user asks for editable diagrams, flowcharts, architecture, sequence, ER/UML/state, BPMN, SysML, ML/DL, swimlane, timeline, network, icon-rich technical diagrams, or PNG/SVG/PDF exports; do not use for charts/plots or artistic image generation.
Bio shown is the top-scored skill's repo description as a fallback — real GitHub bios land in a future update.