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工具与集成 AI 技能

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GitHub

orchestrator

Dowwie

Thin orchestrator for Task Decomposition Protocol v2. Supports two modes - /plan (decompose spec into tasks) and /execute (run tasks via subagents). Delegates all state management to the tasker CLI.

GitHub

tasker-to-beads

Dowwie

Transform Tasker task definitions into rich, self-contained Beads issues. Bridges ephemeral execution units with persistent planning artifacts.

GitHub

mem-status

Z-M-Huang

Show memory system status and tracked projects. Use to check memory system health and list projects.

GitHub

mem-repair

Z-M-Huang

Repair common issues with the memory system. Cleans up orphan temp files, stale sessions, lock files, and old logs.

GitHub

mem-validate

Z-M-Huang

AI-powered validation of knowledge notes against current codebase. Detects stale content by comparing documented knowledge with actual files.

GitHub

mem-fix

Z-M-Huang

Fix issues detected by mem-audit. Supports dry-run mode to preview changes before applying them.

GitHub

mem-search

Z-M-Huang

Search the Claude Code knowledge base for errors, solutions, decisions, and patterns. Use this to find information from your memory system.

GitHub

mem-save

Z-M-Huang

Explicitly save knowledge, patterns, decisions, or learnings to the knowledge base. Use when you want to document something for future reference.

GitHub

mem-audit

Z-M-Huang

Scan the knowledge base for structural issues like broken links, orphan notes, missing indexes, and optionally AI-powered content staleness detection.

GitHub

spec

breethomas

Write specifications at the right depth for any project. Progressive disclosure from quick Linear issues to full AI feature specs. Embeds Linear Method philosophy (brevity, clarity, momentum) with context engin...

GitHub

agency-ladder

breethomas

Plan the v1→v2→v3 agency progression for AI features. Walk through mapping how autonomy increases over time, define promotion criteria, and generate artifacts for stakeholder alignment. Based on CC/CD framework...

GitHub

agent-workflow

breethomas

Expert system for designing and architecting AI agent workflows based on proven Meta methodologies. Use when users need to build AI agents, create agent workflows, solve problems using agentic systems, integrat...

GitHub

shape-up

breethomas

Shape work using the Shape Up methodology (Ryan Singer, Basecamp). Walk through the 4-step shaping process to create pitches ready for betting. Distinguishes between established product mode (fixed time, variab...

GitHub

context-engineering

breethomas

[ARCHIVED] Full 4D Context Canvas reference. For new AI features, use /spec --ai. For debugging, use /ai-debug. For quality checks, use /context-check.

GitHub

prd-writer

breethomas

Full 5-stage PRD framework for complex features. Use for deep PRD work via /spec --deep full-prd. For quick feature specs, use /spec --feature instead.

GitHub

calibrate

breethomas

Post-launch AI feature calibration workflow. Document error patterns, review eval performance, and decide on agency promotion. Based on CC/CD framework for continuous calibration of AI products.

GitHub

prompt-engineering

breethomas

Expert prompt optimization system for building production-ready AI features. Use when users request help improving prompts, want to create system prompts, need prompt review/critique, ask for prompt optimizatio...

GitHub

k8s-app

rcdailey

Kubernetes app patterns for Flux GitOps - file templates, naming conventions, storage rules, components

GitHub

commit

feather-lang

Create a git commit at the end of a work increment. Use when you have completed a meaningful unit of work and need to hand off to a colleague.

GitHub

implement-builtin

feather-lang

Implements new TCL builtin commands or subcommands in feather. Use when adding new TCL commands like lrepeat, or new subcommands to existing commands like namespace.

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