clawdi

Cross-agent long-term memory for the current user: their preferences, coding habits, named projects / repos / tools, past bugs and architecture decisions, and anything they reference with 'my', 'I usually', 'like last time', 'the one we set up', etc. Surface this skill BEFORE answering any question about the user themselves, their work, or their history — even when phrased abstractly (e.g. 'what do I usually use for X'). Also provides connected-service tools (Gmail, GitHub, Notion, Drive, Calendar, etc.).

agent-repo-init

One-click initialization of a multi-agent repository from the Antigravity template. Use this skill when users want to scaffold a new project quickly (`quick` mode) or with runtime defaults (`full` mode) including LLM provider profile, MCP toggle, swarm preference context, sandbox type, and optional git init.

frizz:gh — the gh-CLI playbook

You are a **frizz worker** and you are **signed into the `gh` CLI in a GitHub repo** (the session-seed hook confirmed `gh auth status --active` before pointing you here). `gh` is the fastest path to issue / PR / CI / release context — reach for it before guessing, and prefer it over scraping the w

judge

Blind evaluation pattern. Agent spawns an independent judge to evaluate an idea, plan, strategy, statement, or implementation. The judge sees the repo but not the conversation. Verdict goes to a shared markdown file.

Autopilot Feedback — Review, Redact, Push

The plugin learns from real usage. This skill reviews a session, **removes anything data-protected**, and pushes the distilled learnings centrally so the same friction does not recur across customers. Local stores live in the consumer repo under `.n8n-autopilot/feedback/` (gitignored): `events.ndjso

/about — Plugin source & version

Show a small card with the plugin name, version, and repo URL. Answers "where does this agent come from?" / "what version am I running?".

shadcn-vue-admin

Build and maintain the shadcn-vue-admin Vue 3 + Vite + TypeScript admin dashboard with shadcn-vue, Tailwind, Pinia, Vue Router, i18n, and TanStack Query. Use for UI/layout changes, page additions, routing updates, theme/auth work, and component integration in this repo.

repo-source-code-document

Write JSDoc comments and inline documentation for Valibot library source code in /library/src/. Use when documenting schemas, actions, methods, or utilities. Covers interface documentation, function overloads, purity annotations, inline comment patterns, and terminology consistency.

vibe-ship

Generates a complete, production-ready deployment setup for any app in one pass -- Dockerfile, docker-compose.yml, .dockerignore, CI/CD (GitHub Actions), scalability config (health checks, resource limits, K8s on request), and security hardening (non-root user, secrets, dependency scanning). Auto-detects the stack from repo files (package.json, requirements.txt, go.mod, pom.xml, Gemfile, etc.) and writes real working files, not just advice. Also audits an EXISTING Dockerfile/compose/CI setup with a static scoring script and reports concrete findings. Use whenever the user asks to "dockerize", "containerize", "make this deployable", "production-ready", "vibe ship this", "add CI/CD", "set up deployment", "ship this app", requests a Dockerfile/docker-compose/GitHub Actions workflow, or wants a deployment setup reviewed -- even for just one piece (e.g. "add a Dockerfile"), since the full set is interdependent.

Theorist

You maintain a per-repo narrative document at `THEORY.MD` that captures the operating theory of the work being done. This is not a plan, not a log, not a task list. It is a living essay that describes *why* the work exists, *what* the systematic strategy is, and *how* the current approach connects t

DevFlow Init

Scaffold this repo's DevFlow config files. **One command does everything — do not hand-write `config.json` or guess field values.**

translate-retro-game

Playbook and tested tools for fan-translating Japanese retro games (SNES, GBA, NDS, PS1, PSP) into English. Covers tool setup, ROM recon, text extraction and insertion, fonts and VWF, text drawn as graphics, batch translation with parallel agents, headless emulator QA (MesenCE, DeSmuME, PCSX-Redux, PPSSPP), leftover-Japanese scans and BPS/xdelta releases. Use it for any work in a ROM-hacking or game-translation repo, including starting a new game, translating script batches, fixing overflowing, garbled or untranslated text, testing a build in an emulator and packaging a patch, even when the user doesn't name the skill.

SBOMApp - SBOM Generator & Vulnerability Scanner

Generate SBOMs, scan vulnerabilities, and analyze dependencies from local projects or Git repos.

transform

Use this to author and change a dbt project: bootstrap a new dbt project in a repo that has none (`transform init`), write or refactor dbt model SQL from staging to marts, add tests and docs in schema.yml, manage dependencies, and define or update the semantic layer (dbt semantic models / MetricFlow: entities, dimensions, measures, metrics). Trigger it for requests like "set up a dbt project in this repo", "build a staging model for this table", "refactor this model", "add tests to this model", "create a mart for X", "define a revenue metric", or "add a dimension to this entity". Every change is a reviewable diff to the dbt project; any warehouse build is dev-target only, gated, and cost-surfaced first. Do not use it to explore or profile a warehouse (use explore) or to detect drift and reconcile a project that has fallen out of sync (use maintain).

dev

Development workflows for the playwright-cli repository. Use when the user asks about rolling dependencies, releasing, or other repo maintenance tasks.

Bead Creator

Create a small, high-quality set of new Beads (“br” issues) for a repo based on quick repo understanding + a user-specified focus.

linkyee-plugin-builder

Use when the user wants to add dynamic data (GitHub stars, latest blog posts, weather, follower counts, repo activity, anything fetched from a URL) to their linkyee site by writing a build-time plugin. Triggers on phrases like "add a plugin", "show my latest Medium post on the page", "fetch X and display it", "make linkyee pull data from Y", "inject a value into the page". Generates `plugins/<PluginName>.rb`, wires it up in `config.yml`, references it in the right Liquid spot, and runs the build to verify.

project-overview

Overview of the torch-spyre repository, Spyre device architecture, compilation pipeline, and codebase structure. Use when asking about how torch-spyre works, the repo layout, Spyre hardware, the Inductor backend, or getting oriented in the codebase.

typespec-go-bump-and-release

Upgrade tsp toolset dependencies for the @azure-tools/typespec-go package in Azure/autorest.go repo. Use when user wants to bump, update, or upgrade the TypeSpec toolset dependencies (e.g., @typespec/compiler, @typespec/http, @azure-tools/typespec-client-generator-core, @azure-tools/azure-http-specs), create a release PR, or publish a new version of typespec-go.

herdr-pre-release-audit

Audit herdr release readiness by comparing commits since the base release against next-release changelog and docs. Use when asked to run or apply the repo's pre-release audit, validate docs/next before release, inspect issue refs that release CI will close, or finalize release docs for herdr.

forge-onboard

Interactive onboarding conversation that surveys a freshly-bootstrapped project's real repo and builds its initial Project Brain — projectFacts, knowledge entries (overview / workflow / rules), a handful of seed memories, and a proposed pipeline config — through a chat that asks one question at a time and never writes without an explicit human confirm. Use right after a project has bound a runner and run pipeline bootstrap, when its knowledge/memory/pipelineConfig are still empty. Triggers on: /forge-onboard, build project brain, onboard this project, survey the repo for Forge.

clawhub-skill-lint

Use this skill before publishing any ClawHub skill from this repo, or after editing a SKILL.md, to verify the skill won't be flagged or rejected by ClawHub's server-side moderation pipeline. The skill re-implements every static-scanner rule from openclaw/clawhub's `convex/lib/moderationEngine.ts` plus the frontmatter spec from `docs/skill-format.md` and runs them locally. Triggers: "lint the claws skills", "check the claws/openclaw skills", "scan before publish", "is the skill clean", "any scanner findings", /clawhub-skill-lint, before any `clawhub sync` or `clawhub skill publish`.

App Creation

Takes the agent from "I want to build app X" to "a permanent git-versioned working tree exists at `$REPO` and the daemon is reading from it." Once that's true, hand control to [`AUTHORING.md`](./AUTHORING.md) for the edit → commit → install loop.

ecto-thinking

This skill should be used when the user asks to "add a database table", "create a new context", "query the database", "add a field to a schema", "validate form input", "fix N+1 queries", "preload this association", "separate these concerns", or mentions Repo, changesets, migrations, Ecto.Multi, has_many, belongs_to, transactions, query composition, or how contexts should talk to each other.

Entroly-Daemon: Self -Evolving Daemon. Compress 2M-token repos into a razor-sharp Principal Engineer's context. 95% fewer tokens—built for Cursor, Claude Code, Opus,Codex,GPT & Copilot.

docs-audit-and-refresh

Audit the repository's docs/ content against the current codebase, find missing, incorrect, or stale documentation, and refresh the affected pages. Use when the user asks to review docs coverage, find outdated docs, compare docs with the current repo, or fix documentation drift across features, settings, tools, or integrations.

acp-local-runner

Run and debug Agmente ACP end-to-end scenarios from the repo-owned e2e/scenarios/acp specs. Use when validating ACP websocket compatibility, session creation, cwd handling, reconnect flows, or reproducing ACP-only UI failures against a real local ACP backend.

ai_pulse

Stay current on AI developments with trending news, GitHub repos, and research highlights with a reading list

clone-patterns

Learn From the Best — analyze patterns from any codebase and apply them to yours. Use when user wants to adopt best practices from another repo, compare code quality, or learn how top projects are structured.

agents-consilium

Query external AI agents (Codex, Gemini, OpenCode, Claude Code headless) in parallel for independent second opinions, code review, bug investigation, and consensus on high-stakes decisions. Agents and models are configurable in config.json. Use for architecture choices, security review, or ambiguous problems where independent perspectives matter. Not for simple questions answerable from docs or the codebase — use web search or repo exploration instead.

tsa-find

Fast file + content search with code-aware sizing. Replaces Read/Grep/find for routine "where is this file" / "grep for X" / "show me lines 10-20 of Y" questions. Returns file paths + line numbers + a sized chunk, not the whole file. Use when: - "Find files matching <pattern>" / "show me all *.yml under config/" - "Grep for 'TODO' / 'FIXME' / 'TODO\\(perf\\)' / regex anywhere" - "How big is <file>" / "is this file too large to read fully" - "Show me lines 50-80 of <file>" / "read just the relevant slice" - "Find all files matching name + containing string" Replaces: native find + grep + cat invocations (~3-10k tokens for big repos) with single MCP calls (200-500 tokens).

mvnf

Run Maven tests in this repo with a consistent workflow (module clean, root -Pquick clean install to refresh .m2_repo, then module verify or a single test class/method). Use when asked to run tests/verify in the rdf4j multi-module build or when the user says mvnf.

cli-command-development

Create or update CLI commands, routes, utilities, and tests in this repo. Use when adding or modifying bin/*, routes/*, utils/*, or related tests.

documentation-guidelines

Write or update backend feature documentation that follows a repo's DOCUMENTATION_GUIDELINES.md (or equivalent) across any project. Use when asked to create/update module docs, API contracts, or backend documentation that must include architecture, endpoints, payloads, Mermaid diagrams, and seeding instructions.

hikkaku

Create Scratch project with TypeScript using Hikkaku; use when the user asks how to build or structure a Scratch project in this repo.

cleanup-build-artifacts

Removes transient build artifacts this task produced in the ironlint repo before declaring work done. Use at the end of any task that ran `cargo build --release`, `cargo mutants`, `cargo llvm-cov`, generated a one-off binary, wrote a scratch file like `pr.diff` or an ad-hoc tarball, or any other throwaway output. Do NOT use to wipe the actively-iterating `target/` directory.

agent-readiness — keep fak the path of least resistance for an agent, and prove it

> **What this does.** An agent-first project lives or dies on a question no > human-facing scorecard asks: can an autonomous coding agent that lands in the > repo cold **discover** what fak is, **want** to adopt it, and **build** on it > without tripping over a missing affordance or an undocumented

askdiff-dev

Start the askdiff WS server AND a local Vite dev server for in-repo UI development.

extract-api

This skill should be used when the user asks to "extract API from", "import API from", "add commands from this repo", "register API from docs", "convert docs to CLI commands", "import Postman collection", or provides a GitHub repository URL, a documentation site URL, a Postman collection file/URL, or a local API documentation file and wants it imported as sdkck CLI commands.

ontology-catalog-import

Import customer or external RDF/OWL into this repo's catalogue format. Use when user drops an RDF/OWL file and wants it catalogue-ready (metadata, category, validation, compile).

hex-release

Guides interactive Hex package release for AgentJido repos. Supports automated (GitHub Actions workflow_dispatch) and manual release flows. Uses git_ops for version bumping and changelog generation. Triggers on: release, hex publish, bump version, new release, publish package.

Official Monte Carlo toolkit for AI coding agents. Skills and plugins that bring data and agent observability — monitoring, triaging, troubleshooting, health checks — into Claude Code, Cursor, and more.

Generate SQL validation notebooks for dbt changes. Pass a GitHub PR URL or local dbt repo path.

Mcp

Turn any LLM into your lab assistant: search samples, track experiments, analyze data with AI.

/docs-reflect — Session knowledge → repo documentation

Collect DOC: notes accumulated during the session, generalize them into rules, and propose documentation for the repository.

good-readme

Write or improve a README.md for an open source project. Use this for any request to create, generate, rewrite, review, or polish a README, GitHub repo page, project description, or "getting started" docs for a library, framework, CLI, or tool, or to make an open source project more popular or attractive to users (more GitHub stars, adoption, developer marketing). Do NOT use for internal/private repo docs, API reference generation, or CHANGELOG/CONTRIBUTING files.

agent-onboarding

Onbard yourself to this repo that might have X number of other agents running on it. Whenever you are starting off or asked to onboard to team use this skill to give yourself extra awareness of multi-agent and worker context, as well as goals and identity.

adding-a-new-app-route

Fully wires up a new route with required boilerplate, following this repo's conventions for subapps. Use when user wants to add a new route or app or subapp or page or screen.

PinRAG

MCP RAG server: index PDFs, GitHub Repos, YouTube, Discord, Plain Text; query with citations.

agentic-legibility

Score a repository's agentic legibility from repo-visible evidence only. Use when Codex needs to audit how easy a codebase is for coding agents to discover, bootstrap, validate, and navigate, especially for harness-engineering reviews, developer-experience audits, repo cleanup, or before/after comparisons after improving docs, tooling, or architectural constraints.

bump-and-release

Bump dependency "@typespec/http-client-python" and release new versions for Azure/autorest.python repo. Use when user wants to bump, update, or upgrade the @typespec/http-client-python dependency, create a release PR, or publish new versions of autorest.python and typespec-python packages.