GitHub
cass-memory
Contextual learning system that remembers patterns and rules from past sessions. Use to get relevant context before tasks, record outcomes, and build a personal playbook of coding patterns.
☆ 16View skill
Data & AI AI Skills
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GitHub
mcp-spy
Debug MCP server communication. Use for troubleshooting MCP integrations, viewing traffic, and analyzing latency.
☆ 16View skill
GitHub
beads
Track tasks and issues using the bd CLI. Use for task management, sprint planning, dependency tracking, and project organization. Replaces TodoWrite.
☆ 16View skill
GitHub
design
Design system and token management. Use for managing design tokens, colors, typography, and maintaining design consistency.
☆ 16View skill
GitHub
testgen
Generate tests using AI and run test suites. Use for generating unit tests, running coverage reports, and mutation testing.
☆ 16View skill
GitHub
ubs
Ultimate Bug Scanner - scan code for bugs across 7 languages (JS/TS, Python, Go, Rust, Java, C++, Ruby). Use before commits to catch null safety issues, security holes, async bugs, and memory leaks.
☆ 16View skill
GitHub
council-orchestrator
Orchestrates multi-model LLM consensus through a three-phase deliberation protocol. Use when you need collaborative AI review, multi-model problem-solving, code review from multiple perspectives, or consensus-b...
☆ 16View skill
GitHub
dependency-health
Security-first dependency management methodology with batch remediation, policy-driven compliance, and automated enforcement. Use when security vulnerabilities exist in dependencies, dependency freshness low (o...
☆ 16View skill
GitHub
cicd-optimization
Comprehensive CI/CD pipeline methodology with quality gates, release automation, smoke testing, observability, and performance tracking. Use when setting up CI/CD from scratch, build time over 5 minutes, no aut...
☆ 16View skill
GitHub
subagent-prompt-construction
Systematic methodology for constructing compact (
☆ 16View skill
GitHub
knowledge-transfer
Progressive learning methodology for structured onboarding using time-boxed learning paths (Day-1, Week-1, Month-1), validation checkpoints, and scaffolding principles. Use when onboarding new contributors, red...
☆ 16View skill
GitHub
technical-debt-management
Systematic technical debt quantification and management using SQALE methodology with value-effort prioritization, phased paydown roadmaps, and prevention strategies. Use when technical debt unmeasured or subjec...
☆ 16View skill
GitHub
code-refactoring
BAIME-aligned refactoring protocol for Go hotspots (CLIs, services, MCP tooling) with automated metrics (e.g., metrics-cli, metrics-mcp) and documentation.
☆ 16View skill
GitHub
baseline-quality-assessment
Achieve comprehensive baseline (V_meta ≥0.40) in iteration 0 to enable rapid convergence. Use when planning iteration 0 time allocation, domain has established practices to reference, rich historical data exist...
☆ 16View skill
GitHub
retrospective-validation
Validate methodology effectiveness using historical data without live deployment. Use when rich historical data exists (100+ instances), methodology targets observable patterns (error prevention, test strategy,...
☆ 16View skill
GitHub
methodology-bootstrapping
Apply Bootstrapped AI Methodology Engineering (BAIME) to develop project-specific methodologies through systematic Observe-Codify-Automate cycles with dual-layer value functions (instance quality + methodology...
☆ 16View skill
GitHub
error-recovery
Comprehensive error handling methodology with 13-category taxonomy, diagnostic workflows, recovery patterns, and prevention guidelines. Use when error rate >5%, MTTD/MTTR too high, errors recurring, need system...
☆ 16View skill
GitHub
testing-strategy
Systematic testing methodology for Go projects using TDD, coverage-driven gap closure, fixture patterns, and CLI testing. Use when establishing test strategy from scratch, improving test coverage from 60-75% to...
☆ 16View skill
GitHub
rapid-convergence
Achieve 3-4 iteration methodology convergence (vs standard 5-7) when clear baseline metrics exist, domain scope is focused, and direct validation is possible. Use when you have V_meta baseline ≥0.40, quantifiab...
☆ 16View skill
GitHub
agent-prompt-evolution
Track and optimize agent specialization during methodology development. Use when agent specialization emerges (generic agents show >5x performance gap), multi-experiment comparison needed, or methodology transf...
☆ 16View skill
GitHub
api-design
Systematic API design methodology with 6 validated patterns covering parameter categorization, safe refactoring, audit-first approach, automated validation, quality gates, and example-driven documentation. Use...
☆ 16View skill
GitHub
observability-instrumentation
Comprehensive observability methodology implementing three pillars (logs, metrics, traces) with structured logging using Go slog, Prometheus-style metrics, and distributed tracing patterns. Use when adding obse...
☆ 16View skill
GitHub
tech-manga-explainer
生成技术科普漫画，用对话形式解释复杂的技术概念。当用户请求「用漫画解释技术」「生成技术科普漫画」「把这个技术概念画成漫画」「漫画教程」「用漫画讲解 XXX」或类似需求时使用。适合 n8n、Kubernetes、AI、编程、架构等技...
☆ 16View skill
GitHub
food-diorama-skill
Generate 3D historical gourmet diorama images for Chinese cities using Google Gemini API. Creates artistic miniature food worlds with four-quadrant layouts featuring iconic dishes, Pop Mart style figures, and c...
☆ 16View skill
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