AI Agent Skills

Use Gemini Omni Flash Preview through AnyCap for practical short-video editing workflows. Trigger when a user wants to edit or refine an existing video with natural-lang…

Scope-specific code gap analysis — extracts referenced codes from project docs, researches what should apply, surfaces the delta. Triggers: 'code research', 'what codes…

Source-first growth of an existing single- or multi-repository project into CYPRESS's unified docs/graph knowledge system. Use from initialize when code already exists,…

Doctrine (kernel §3.8) — when an operation will recur across independent sessions, the unit of work is a durable, tested, cataloged tool, not a throwaway script. Defines…

Use when delegating a coding task to mimo (the mimo CLI / Xiaomi opencode fork) — offloading implementation to mimo, resuming a mimo session, or running work on a chosen…

Activate a groomed GitHub issue for development — claim it, review it with the owner (scope/acceptance-criteria freshness + backlog overlap, up to 5 issue-specific quest…

Helps the user design a lab workflow by asking questions, working through steps together, and writing the result to a plan.md file. Use when planning a new lab run, benc…

Verify alignment between code and specs. Usage /groundwork:check-specs-alignment

Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, workin…

A Metabase AI-governance coach, covering the *controls and rollout* side of AI: who may use Metabot, what it can see, what it costs, where the model runs, and the audit…

A Metabase AI-readiness coach, covering the *data groundwork* that makes AI answers trustworthy: modeling with Transforms, table and field metadata, the Glossary, saved…

Post-release acceptance verification, grade a shipped release against the spec that promised it. Use when someone says "verify the release", "did the release meet its ac…

Checkpoint expensive state and write a concrete handoff before stopping, compaction, or transferring work in Claude Code.

Grade the prose in a patch against prose-style.md and report the findings; apply them with --fix. Covers code comments and javadoc by default, and commit messages, the P…

Plan and execute a behavior-preserving structural change, then hold the refactoring contract for the whole run. Use this skill when the user says "refactor this", "clean…

Audit the codebase for structural improvement opportunities — SOLID/composability, code duplication, and unnecessary layering — using a parallel team of review agents. R…