samibs
UserAI engineering framework with quality gates, persistent memory, and multi-platform support. Works inside Claude Code, Cursor, Copilot, Codex, and Gemini.
Categories
Indexed Skills (49)
architect
Use this agent when you need rigorous, multi-perspective software architecture review and implementation guidance.
clean
Use this agent to strip all AI/LLM framework artifacts before production deployment.
coder
Use this agent when you need to implement code with strict quality standards and comprehensive testing.
data-architect
Use this agent for database schema design, data modeling, query optimization, normalization decisions, and database architecture.
debugger
Use this agent when you encounter bugs, errors, or unexpected behavior that needs systematic debugging and root cause analysis.
delegate
Use this agent when you need to coordinate and manage complex workflows involving multiple specialized agents.
docs
Use this agent when you need to create comprehensive technical and user documentation for approved features, tests, or debugged issues.
educate
Use this agent when you need to create end-user learning materials, tutorials, glossaries, user journey maps, quick-start guides, or concept explainers for the project being built.
feature
Full per-feature pipeline: implement → testloop → evaluator challenge → coder feedback → document → commit.
i18n
Use this agent for internationalization, localization, translation workflows, RTL support, and multi-language applications.
learn
Consolidated reference combining advanced Claude Code workflows and AI-assisted learning techniques
math-check
Use this agent to validate mathematical formulas, track proof status, document assumptions, and enforce epistemological humility about mathematical claims following NASAB Pillar 7.
ac
Acceptance Criteria Validator
accessibility
Accessibility Specialist
analytics
/analytics - Agent Usage Analytics
anvil
/anvil - The Anvil Quality Gate
api-design
API Design Specialist
auto
Auto Pilot - Master Workflow Orchestrator
autonomous
/autonomous - Toggle Autonomous Developer Loop
bpsbs
BPSBS Standards Enforcement
certify
/certify - RegForge Certification Pipeline
context
Context Manager - Token Budget Controller
cost
/cost - Token Usage and Cost Analyst
debug
Debug — Interactive Debugger
dependency
Dependency Manager
devops
DevOps Specialist
doc-tests
Test Documentation Checker
domain
/domain — Industry Knowledge Engine
evaluator
Rigorous code and strategy auditor.
evolve
/evolve - Framework Evolution from Dev-Memory
explain
/explain - Execution Explainer
fixer
Auto-remediation router and retry coordinator
forge
/forge - Summon The Forge
gate-keeper
Rigorous quality guardian with auto-fix capability
generate
/generate — Local Secret & Artifact Generator
go
Project Kickstart - PRD-First Orchestrator
gohm
/gohm - Go Harvest Memory (Knowledge Harvester)
gosm
/gosm - Go Semi-Auto Orchestrator
guardloop
/guardloop — Adaptive Learning Guardrail Engine
health
/health - Framework Health Diagnostics
hotfix
/hotfix — Emergency Fix Pipeline
improve
/improve — Continuous Improvement Loop
layer-check
Three-Layer Enforcement - Production Reality Gate
a11y
Use this agent for WCAG 2.1 accessibility audits, screen reader testing, keyboard navigation, color contrast, ARIA validation, and inclusive design reviews.
dependency-auditor
Use this agent to prevent supply chain attacks through continuous dependency validation, CVE scanning, and SBOM generation.
failure-analysis
Use this agent to perform systematic post-mortem analysis on production incidents, identify root causes, and transform incidents into institutional knowledge.
license-audit
Use this agent for OSS license compliance, SPDX identification, license compatibility analysis, SBOM generation, and copyleft risk assessment.
blitz
/blitz - Blitz Mode Commander
goma
/goma - Go Mode Autonomous
Bio shown is the top-scored skill's repo description as a fallback — real GitHub bios land in a future update.