Use when users ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. Helps discover and install agent skills.

Set up or run RSI Arena benchmark evaluations from HKUDS AgentPilot. Use for AIME, Terminal-Bench, and comparing improvement methods; use agentpilot for the unified RSI entry or ordinary coding work.

Prepare and run AgentPilot improvements through one entry. Use when the user requests AgentPilot or iterative improvement with it. The current agent fills missing task/evaluation inputs, then hands a ready environment to the configured AgentPilot runner.

Deep code optimization audit using parallel specialist agents. Each agent hunts for performance anti-patterns, inefficiencies, and suboptimal code using pattern-based detection (Grep/Glob) WITHOUT reading the full source code first — avoiding anchoring bias on existing implementations. Covers ALL optimization domains: database queries, memory leaks, algorithmic complexity, concurrency, bundle size, dead code, I/O & network, rendering/UI, data structures, error handling, caching, build config, security-performance, logging, and infrastructure. Use when asked to: "optimize my code", "find performance issues", "audit code quality", "speed up my app", "find bottlenecks", "code review for performance", "find anti-patterns", "improve code efficiency", "reduce latency", "optimize performance", "code smell detection", "find slow code", "optimize this project", "performance audit", "code optimization". Also triggers on: "optimizar codigo", "encontrar cuellos de botella", "mejorar rendimiento".

Prepare structured OpenShell vulnerability reports and create authorized private GitHub security advisory drafts. Use when drafting a GHSA, turning a finding into an advisory, or organizing a report for security review.

Extract text, tables, metadata, and images from 107 document formats (PDF, Office, images, HTML, email, archives, academic) using Xberg. Use when writing code that calls Xberg APIs in Python, Node.js/TypeScript, Rust, or CLI. Covers installation, extraction (sync/async), configuration (OCR, chunking, output format), batch processing, error handling, and plugins.

The Ginkgo mental model for writing Go tests — the one idea that explains everything (Ginkgo builds a spec tree at construction time, then runs it) and its consequences for how you write specs, plus spec independence and the node taxonomy. Use this first when you start working with Ginkgo in a project, or to decide how to approach a Ginkgo task. Routes to the other ginkgo:* skills.

Investigate ClawScan health alerts, diagnose scanner or ClawHub integration failures, prepare operational repairs, and route validated verdict inaccuracies upstream. Account ban appeals use clawhub-ban-appeals.

Author, edit, compile, validate, and debug any OpenVINO gh-aw agentic workflow (e.g. ci-doctor, ci-doctor-mq, and any future ones) and their shared safe-output jobs under .github/workflows/shared/agentic-workflows. Use when a user wants to create a new agentic workflow; change an existing one's prompt, triggers, tools, permissions, or safe-outputs; add or edit a shared job/step; recompile a .lock.yml; update a workflow's persisted-state JSON schemas; or test a workflow via workflow_dispatch. Do NOT use for regular (non-agentic) GitHub Actions workflows, plugin/runtime code, or diagnosing a specific live CI failure.

Provides safety-critical validation, guardrails, and data reduction for gcloud CLI operations across Google Cloud Platform (GCP) services and infrastructure. Use when planning, generating, constructing, proposing, describing, or executing any gcloud CLI commands - including when answering questions about gcloud syntax, or formatting flags. Don't use when writing Google Cloud client library code or raw REST/gRPC API requests.

Use when asked to create or update integration tests for any Flet control in sdk/python/packages/flet/integration_tests, including visual goldens and interactive behavior tests.

Check that every shorthand the www autoformat and basic marks kits declare applies whole when typed key by key, that no typed sequence of up to three keys changes a paragraph it was not typed in, that one undo takes back each keystroke that fires a rule, and that a key an input method commits gives what typing it gives. Use before and after changing apps/www/src/registry/components/editor/autoformat.tsx, basic-marks.tsx or another file in its coverage record, when the autoformat-rules step of pnpm check fails, or when fixing an autoformat or input-rule bug.

Verify the Cua Driver daemon and CLI/MCP desktop tools against real fixture apps after driver changes - Linux X11/Wayland on a disposable desktop, macOS/AppKit in a disposable Lume guest - using AX-first actions, side-effect checks, and retained evidence.

Create structured plans for multi-step work, including software and non-software tasks. Use when asked to plan, break down implementation, plan from requirements, or deepen an existing plan; prefer ce-brainstorm for exploratory framing.

Capture a solved problem's lesson in its cheapest durable form, a test or lint rule, a coding standard, or a repo learning, or refresh existing learnings against the codebase. Use when verified work produced non-obvious reasoning absent from its final code, tests, or existing docs, or when auditing stale, overlapping, or drifted learnings. Avoid routine fixes whose artifacts already explain the lesson.

Explore vague or ambitious ideas into a right-sized requirements-only unified plan. Use when the user wants to brainstorm or scope what to build. Not for executing already-specified work. Use ce-pov for a verdict on adopting a named external technology.

Applies this repository's skill-authoring standard as a procedure. Use for any change to, or judgment about, a file under skills/** — a SKILL.md, a reference, a persona prompt, a bundled script's instructions: creating a skill, editing one, reviewing a skill change, or acting on review feedback (human or bot) about one. Not for src/, tests/, or scripts/ code.

Run browser tests for pages affected by the current branch or PR. Use when asked to run or check browser tests for the current change.

Set up and diagnose local agentmemory, including MCP, environment variables, ports, and feature flags. Use when getting started, checking a connection, enabling a feature, configuring auth, or explaining why a feature is off by default.

Answer questions using the brain's knowledge with 3-layer search, synthesis, and citation propagation. Use when the user asks a question, wants a lookup, or needs information from the brain.