github-issue-autodetect
Auto-detect GitHub issues that staged changes may fix or close. Analyzes diffs, paths, and issue metadata to suggest closing keywords (Fixes/Closes/Resolves) for commit messages. Use when committing to ensure proper issue linkage.
github-issue-writing
GitHub issue body and `[Type] Component:` title — bug/feature templates, repro steps, acceptance criteria. Use when filing a bug or feature request with gh.
github-pr-title
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upstream-pr-contribution
Opening a pull request against a repository you do not own. Use when about to open one, to read CONTRIBUTING.md and the PR template in full and meet the contribution gates bots enforce.
worktree-stale-base-merge
Merging a PR from a parallel worktree-agent branch, or any branch cut from an older main. Use when deciding whether a green CI check still means anything after sibling branches have landed.
actions-billing-usage
Measure GitHub Actions cost with the billing-usage API — per repo, month and SKU; net vs gross; per-job rounding. Use when optimizing CI cost or speed, or before removing a workflow as expensive.
ai-review-max-turns
Triage a red Claude-powered CI review check. Use when an AI review job fails or flakes: tell a real unpublished finding from turn-budget or ceiling overruns and infra reruns via subtype + is_error.
claude-code-github-workflows
Claude Code GitHub Actions workflow patterns — PR reviews, issue triage, CI/CD integration. Use when creating or modifying workflows that integrate Claude Code.
github-actions-auth-security
GitHub Actions auth and security for Claude Code — OIDC, AWS Bedrock, Vertex AI, secrets, permission scoping. Use when setting up workflow authentication or security.
github-actions-inspection
Failing step, stack trace, and test output from a completed GitHub Actions run; rerun failed jobs. Use when a CI check finished red and you need the error extracted from its log.
github-actions-mcp-config
MCP server config for GitHub Actions — tool permissions, env vars, multi-server setups. Use when configuring MCP servers in GitHub Actions workflows.
github-issue-search
Search GitHub issues for solutions and workarounds. Use when encountering errors with OSS libraries, finding upstream bug workarounds, or researching known issues.
github-social-preview
Generate 1280x640 PNG social preview images for GitHub repos using nano-banana-pro. Use when asked for social preview, Open Graph image, or repo images for social media.
multirepo-ci-cd
Diagnose a CI failure or roll a workflow out across many repos. Use when debugging a red check in a multi-repo org, promoting a shared reusable-*.yml, or re-triggering a PR after a @main fix.
release-artifact-verification
Confirm a release shipped by fetching the artifact at its public address — split publish jobs, source-tree shadowing, unsmoked images. Use when announcing a release or wiring a publish job.
health-skill-audit
Skill-overlap report for a plugin repo — confusable siblings, split-pressure, merge candidates. Use when two skills seem to answer one request, or a long SKILL.md may need a REFERENCE.md split.
deep-agents
Build hierarchical AI agents with the deepagents npm package. Use when creating orchestrators that plan multi-step tasks, delegate to child agents, or maintain persistent memory.
langchain-development
LangChain JS/TS framework for building LLM-powered apps. Use when working with chat models, prompt templates, LCEL chains, tool binding, or RAG pipelines.
langgraph-agents
LangGraph stateful AI agents with graph-based workflows. Use when creating state-machine agents with checkpoints, human-in-the-loop, streaming execution, or subgraph composition.
endpoint-security-cpu
macOS EndpointSecurity/EDR high CPU & battery drain. Use when Kandji ESF / XProtect pegs a core; trace the exec storm via powermetrics + eslogger.
kitty-session-persistence
Snapshot and restore kitty terminal sessions on macOS. Use when surviving WindowServer hangs without losing tabs, configuring snapshots, or restoring after a force-reboot.
launchservices-health
Diagnose macOS LaunchServices DB bloat and launchservicesd CPU spikes. Use when launchservicesd is pegged at high CPU or WindowServer XPC stalls are suspected.
macos-disk-usage
macOS disk-usage forensics and space recovery on APFS. Use when df reports a disk near-full, hunting what's eating space, reclaiming OrbStack/Docker, or pruning caches and local snapshots.
macos-incident-postmortem
Reconstruct macOS freeze, panic, or reboot from DiagnosticReports and shell history. Use when investigating hangs, panics, watchdog timeouts, jetsam, or thermal throttling.
macos-performance-benchmark
Repeatable macOS/Apple-Silicon benchmark + diagnostics scored PASS/WARN/FAIL with saved reports. Use when baselining a Mac, verifying it performs to spec, or tracking CPU/memory/disk/thermal health.
macos-performance-triage
Live macOS/Apple-Silicon performance triage — find what's heating the Mac (hot WindowServer, GPU compositing, a CPU-heavy browser/Electron app) and attribute it to the driving process. Use when fans spin up, the Mac is hot/slow, or WindowServer/an app shows high CPU/GPU.
tui-keybinding-debug
Debug dead TUI/terminal keybindings — terminal interception (kitty), layout-impossible chords, legacy key aliasing. Use when a configured key does nothing in a TUI, fzf, or shell app.
black-to-ruff-format
Migrate Python formatting from black to ruff-format. Use when psf/black is in .pre-commit-config.yaml or [tool.black] exists in pyproject.toml.
eslint-to-biome
Migrate JS/TS linting from ESLint+Prettier to Biome. Use when .eslintrc* or eslint.config.* exists and no biome.json is present.
flake8-to-ruff
Migrate Python linting from flake8/isort to ruff. Use when pycqa/flake8 or PyCQA/isort is in .pre-commit-config.yaml or [tool.flake8]/[tool.isort] config exists.
mypy-to-ty
Migrate Python type checking from mypy to ty (Astral). Use when mirrors-mypy is in .pre-commit-config.yaml or [tool.mypy] config exists.
tool-migration-cutover
Migrating tools (Dependabot to Renovate, PAT to GitHub App, linter swaps). Use when removing the incumbent, to verify the new one runs, or on whole-file reformat churn from a leftover tool.
dns-tools
DNS resolution and propagation debugging. Use when looking up A/AAAA/MX/TXT records, verifying DNS changes across resolvers, or querying via DoT/DoH.
http-load-testing
HTTP load testing with oha. Use when measuring latency percentiles, finding a server's breaking point, or validating SLA targets under coordinated-omission correction.
interface-state
Local interface, address, route, and neighbor state with iproute2. Use when viewing or configuring a host's own IPs, links, routes, or ARP/NDP cache — the ifconfig/route/arp replacement.
layer2-discovery
Layer 2 device discovery and topology mapping. Use when finding switch port assignments, enumerating hosts via ARP, or identifying unknown devices by MAC vendor.
network-diagnostics
Network connectivity and latency diagnostics. Use when tracing routes, comparing ping latency across endpoints, or inspecting local socket/port usage.
network-discovery
Network host and port discovery with nmap. Use when scanning TCP ports, enumerating hosts on a subnet, or identifying running services and versions.
network-monitoring
Real-time network traffic and per-process bandwidth monitoring. Use when finding which app consumes bandwidth, inspecting active connections, or capturing traffic samples.
bases
Obsidian Bases (database-over-notes): list base files/views, create items, run view queries with json/csv/tsv/md output. Use when user mentions Bases or .base files.
bookmarks
Obsidian bookmarks: list and add file/folder/heading/saved-search/URL bookmarks. Use when starring or saving notes for quick access.
command-palette
Run, list, and inspect Obsidian commands and hotkeys from the CLI. Use when triggering a command, enumerating commands, or checking hotkey bindings.
dev-tools
Obsidian plugin/theme dev: DevTools, CDP, JS eval, console/error buffers, CSS/DOM inspection, mobile emulation, screenshots. Use when debugging the app.
file-history
Obsidian File Recovery and Sync history: inspect, diff, restore previous note versions. Use when undoing edits, restoring versions, or recovering files.
templates
Obsidian Templates plugin: list, read, insert templates with {{date}}/{{time}}/{{title}} variables. Use when inserting or applying a template.
prose-check
Self-evaluate outward-bound prose against the house rubric — the three tics, end-on-the-fact, TL;DR footer. Use when drafting a PR body, issue body, doc, rule, or commit body before it ships.
typer-cli-completion
Generate Typer/Click shell completions from a non-shell parent, bypassing shellingham. Use when `--install-completion` prints "Shell None is not supported", or when generating them in CI or Docker.
cargo-generate
cargo-generate: scaffold a project from a git template repo. Use when bootstrapping a Rust or Bevy project from a template, or authoring one.
cargo-worktree-builds
Share one CARGO_TARGET_DIR across parallel git-worktree agents so Rust deps compile once. Use when running cargo/clippy/test in several worktrees concurrently, when parallel agent builds rebuild dependencies N times, or when N worktrees blow up disk with N copies of target/.
mockito-http-mocking
mockito HTTP mocking for Rust integration tests: expectation semantics, mock matching order, and taming polling clients against instant mock servers. Use when mocking an HTTP API in Rust tests, when a wait-until-matched loop hangs, or when tests pass alone but hang under concurrent load.
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