Regenerate the cross-repo roadmap aggregate in your Claude memory directory by walking every curated repo's docs/specs/ frontmatter.
EnglishKeep EN/PT README.md pairs in parity across a repo (and across twin repos like ai-dev-toolkit + ai-dev-toolkit-pt-br).
EnglishDiagnose and repair failing MCP servers. Captures real launch tracebacks, identifies stale tool/config references, prunes the bad entries, and reconnects. Use when claude mcp list shows Failed to connect, after upgrading an MCP server (Serena, @modelcontextprotocol/server-, or vendor MCPs), or when an MCP that worked yesterday silently stopped responding.
EnglishValidate live MCP provider health — separate config issues from auth and connectivity…
EnglishBuild robust, secure MCP servers — tool schemas, stateful interactions, async patterns, error handling, and…
EnglishChoose and configure inference servers (vLLM, TGI, Ollama) — quantization, batching, scaling, and serving…
EnglishPlan a code change before editing — identify files, sequence steps, set verification…
EnglishSemantic-search personal knowledge (memory, plans, handoffs, skills, Codex rules) via the local RAG index at ~/.claude/rag-index/. Use when a query is fuzzy or cross-file ("how did we fix X", "what did we decide about Y", "which skill handles Z"). Complements grep (exact) and Serena (code symbols). If the user asks a recall question that doesn't map to a specific known file, reach here first.
EnglishRegenerate docs/roadmap.md for a repo from all specs under docs/specs/ + their frontmatter (status, tags, pr). Produces Now/Next/Recently-shipped sections.
EnglishBump the ai-dev-toolkit version pin in a downstream consumer repo and verify the sync…
EnglishIncludes Aggregate Roadmap, Bilingual Readme Sync, MCP Doctor, and other workflows.
Supported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Aggregate Roadmap
Regenerate the cross-repo roadmap aggregate in your Claude memory directory by walking every curated repo's docs/specs/ frontmatter. Run at session start for cross-re
Bilingual Readme Sync
Keep EN/PT README.md pairs in parity across a repo (and across twin repos like ai-dev-toolkit + ai-dev-toolkit-pt-br).
MCP Doctor
Diagnose and repair failing MCP servers. Captures real launch tracebacks, identifies stale tool/config references, prunes the bad entries, and reconnects. Use when claude mcp list shows Failed to connect, after upgrading an MCP server (Serena, @modelcontextprotocol/server-, or vendor MCPs), or when an MCP that worked yesterday silently stopped responding.
MCP Health
Validate live MCP provider health — separate config issues from auth and connectivity failures
MCP Patterns
Build robust, secure MCP servers — tool schemas, stateful interactions, async patterns, error handling, and testing
Model Serving
Choose and configure inference servers (vLLM, TGI, Ollama) — quantization, batching, scaling, and serving patterns
Plan Change
Plan a code change before editing — identify files, sequence steps, set verification criteria
Recall
Semantic-search personal knowledge (memory, plans, handoffs, skills, Codex rules) via the local RAG index at ~/.claude/rag-index/. Use when a query is fuzzy or cross-file ("how did we fix X", "what did we decide about Y", "which skill handles Z"). Complements grep (exact) and Serena (code symbols). If the user asks a recall question that doesn't map to a specific known file, reach here first.
Roadmap Refresh
Regenerate docs/roadmap.md for a repo from all specs under docs/specs/ + their frontmatter (status, tags, pr). Produces Now/Next/Recently-shipped sections. Run after
Toolkit Sync
Bump the ai-dev-toolkit version pin in a downstream consumer repo and verify the sync path
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Aggregate Roadmap skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- License details are not provided in these listings. Check the author’s terms before using the skills.