To Issues

Create or upgrade a reusable skill in the current skills catalog. Use when adding a skill, improving metadata/examples/evals, tightening trigger boundaries, or deciding if guidance belongs in a skill.

2 skills

Use this skill when the user explicitly asks to map, document, or onboard into an existing codebase. Trigger for prompts like \"map this codebase\", \"document this architecture\", \"onboard me to this repo\", or \"create codebase docs\". Do not trigger for routine feature implementation, bug fixes, or narrow code edits unless the user asks for repository-level discovery.

1 skill

Use this skill when building AI agents that call external tools, implementing policy-based access controls, adding semantic intent classification, creating trust scoring systems, building audit trails, or enforcing rate limits and content filters on agents.

1 skill

Use when designing or implementing an evaluation loop for AI agent outputs — reflection loops, evaluator-optimizer pipelines, LLM-as-judge scoring, or rubric-based iteration. Not when running an existing test suite or reviewing a completed artifact without iterating.

1 skill

Use when creating or updating agent instruction files (AGENTS.md for Pi, copilot-instructions.md for Copilot, per-path guides, or AGENTS.md router) — especially when instruction files are too long, generic, or stale, or when agents repeatedly make the same avoidable mistakes.

1 skill

Use this skill when generating SHA-256 integrity manifests for agent plugins, verifying that installed plugins match their manifests, detecting tampered files, auditing dependency pinning, or building provenance chains for plugin promotion.

1 skill