CatalogPublic skills, independently analyzed

Skills worth trusting.

Agent skills from Anthropic, OpenAI, skills.sh, ClawHub, SkillsMP and other reputable sources. Savant scans each one with NVIDIA SkillSpector and evaluates it live, with an LLM drafting and running test cases and Jev validating and scoring them. Workspaces import any skill into their own repositories through a reviewed pull request. Every listing on each hub is enumerated; packages are fetched, scanned and evaluated most-popular first as daily capacity allows.

14,565skills enumerated
1,535fetched
345safety-scanned
59evaluated live
4validated
509flagged for review
ValidatedLive eval 75/100SkillSpector 18/100 · safe · low

acp-router

Route plain-language requests for Claude Code, Cursor, Copilot, OpenClaw ACP, OpenCode, Gemini CLI, Qwen, Kiro, Kimi, iFlow, Factory Droid, Kilocode, or explicit ACP harness work into either OpenClaw ACP runtime sessions or direct acpx-driven sessions ("telephone game" flow). For coding-agent thread requests, read this skill first, then use only `sessions_spawn` for thread creation. Codex chat binding defaults to the native Codex app-server plugin unless ACP is explicit or background spawn needs ACP.

SkillsMPopenclaw391k stars
AnalyzedSkillSpector 8/100 · caution · low

openclaw-debugging

Debug OpenClaw model, provider, tool-surface, code-mode, streaming, and live/Crabbox behavior by choosing the right logs, probes, and proof path before changing code, including fetching stored sessions, transcripts, and attachments as evidence.

SkillsMPopenclaw391k stars
AnalyzedSkillSpector 0/100 · safe · low

update-team-server

Update the operator-configured Team server unattended through its canonical deployment owner; verify serving code, supported migrations, session continuity, and recovery without duplicating the hourly scheduler.

SkillsMPopenclaw391k stars
AnalyzedSkillSpector 0/100 · caution · low

claw-score

Audit or refresh OpenClaw maturity scorecard docs from root taxonomy, maturity scores, and QA evidence artifacts without using maintainer discrawl data or committed inventory reports.

SkillsMPopenclaw391k stars
AnalyzedLive eval 23/100SkillSpector 6/100 · caution · low

coding-agent

Delegate coding work to Codex, Claude Code, or OpenCode as background workers; not simple edits or read-only code lookup.

SkillsMPopenclaw391k stars
AnalyzedSkillSpector 0/100 · caution · low

openclaw-ghsa-maintainer

Inspect, patch, validate, publish, or confirm OpenClaw GHSA security advisories and private-fork state.

SkillsMPopenclaw391k stars
AnalyzedSkillSpector 0/100 · caution · low

technical-documentation

Build and review high-quality technical docs as well as agent instruction files in your repository.

SkillsMPopenclaw391k stars
AnalyzedSkillSpector 0/100 · caution · low

security-triage

Triage OpenClaw security advisories, drafts, and GHSA reports with shipped-tag and trust-model proof.

SkillsMPopenclaw391k stars
AnalyzedSkillSpector 0/100 · safe · low

healthcheck

Audit/harden OpenClaw hosts: SSH, firewall, updates, exposure, backups, disk encryption, gateway security.

SkillsMPopenclaw391k stars
AnalyzedSkillSpector 7/100 · caution · low

node-connect

Diagnose OpenClaw Control UI browser and native Android, iOS, or macOS node connection failures across route, auth, pairing, QR/setup-code, and reconnect states.

SkillsMPopenclaw391k stars
AnalyzedSkillSpector 8/100 · safe · low

notion

Notion CLI/API for pages, Markdown content, data sources, files, comments, search, Workers, and raw API calls.

SkillsMPopenclaw391k stars
AnalyzedSkillSpector 0/100 · caution · low

audit-the-list

Audit README.md sections against the shortlist rules — re-verify every entry's verdict with live data, promote or demote challengers, restructure oversized use cases, prune, and evaluate proposed additions. Fire when the maintainer asks to audit, sweep, prune, re-check, or maintain sections, or asks whether an entry (or a proposed one) deserves its slot.

SkillsMPvinta324k stars
AnalyzedSkillSpector 0/100 · safe · low

receiving-code-review

Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation

SkillsMPobra290k stars
AnalyzedSkillSpector 0/100 · caution · low

test-driven-development

Use when implementing any feature or bugfix, before writing implementation code

SkillsMPobra290k stars
AnalyzedSkillSpector 7/100 · caution · low

requesting-code-review

Use when completing tasks, implementing major features, or before merging to verify work meets requirements

SkillsMPobra290k stars
AnalyzedSkillSpector 0/100 · caution · low

writing-plans

Use when you have a spec or requirements for a multi-step task, before touching code

SkillsMPobra290k stars
AnalyzedSkillSpector 0/100 · safe · low

migrate-to-shoehorn

Migrate test files from `as` type assertions to @total-typescript/shoehorn. Use when user mentions shoehorn, wants to replace `as` in tests, or needs partial test data.

SkillsMPmattpocock267k stars
AnalyzedSkillSpector 0/100 · safe · low

codebase-design

Shared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find deepening opportunities, decide where a seam goes, make code more testable or AI-navigable, or when another skill needs the deep-module vocabulary.

SkillsMPmattpocock267k stars
AnalyzedSkillSpector 0/100 · caution · low

code-review

Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes: Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match what the originating issue/spec asked for?). Runs both reviews in parallel sub-agents and reports them side by side. Use when the user wants to review a branch, a PR, work-in-progress changes, or asks to "review since X".

SkillsMPmattpocock267k stars
AnalyzedSkillSpector 15/100 · caution · low

flutter-dart-code-review

Library-agnostic Flutter/Dart code review checklist covering widget best practices, state management patterns (BLoC, Riverpod, Provider, GetX, MobX, Signals), Dart idioms, performance, accessibility, security, and clean architecture. Use when reviewing Flutter or Dart code, whatever state management library the project uses.

SkillsMPaffaan-m265k stars
AnalyzedSkillSpector 0/100 · caution · low

ai-regression-testing

Regression testing strategies for AI-assisted development. Sandbox-mode API testing without database dependencies, automated bug-check workflows, and patterns to catch AI blind spots where the same model writes and reviews code. Use when adding regression coverage to AI-assisted code, or when the same model both wrote and reviewed a change.

SkillsMPaffaan-m265k stars
AnalyzedSkillSpector 0/100 · caution · low

codehealth-mcp

Real-time structural Code Health via CodeScene MCP — review before edits, verify score deltas after changes, gate commits and PRs. Use when reviewing code quality, refactoring, checking if AI changes degraded a file, or before commit/PR.

SkillsMPaffaan-m265k stars
AnalyzedSkillSpector 0/100 · safe · low

intent-driven-development

Turn ambiguous or high-impact product and engineering changes into scoped, verifiable acceptance criteria before or alongside implementation. Use when a user asks to clarify a feature, define acceptance criteria, de-risk a security/data/migration/integration change, prepare implementation requirements for another agent, or make a complex request testable. Do not trigger for trivial edits, straightforward fixes, active debugging, code review, or implementation requests whose acceptance conditions are already clear unless the user explicitly invokes this skill.

SkillsMPaffaan-m265k stars
Review advisedLive eval 43/100SkillSpector 34/100 · caution · medium

autoreview

Structured Codex, Claude, Amp, Pi, or Kimi code review when explicitly requested.

SkillsMPopenclaw391k stars
Review advisedSkillSpector 50/100 · caution · medium

git-guardrails-claude-code

Set up Claude Code hooks to block dangerous git commands (push, reset --hard, clean, branch -D, etc.) before they execute. Use when user wants to prevent destructive git operations, add git safety hooks, or block git push/reset in Claude Code.

SkillsMPmattpocock267k stars
Review advisedSkillSpector 20/100 · caution · low

coding-standards

Baseline cross-project coding conventions for naming, readability, immutability, and code-quality review. Use detailed frontend or backend skills for framework-specific patterns. Use when reviewing code quality or naming with no framework-specific skill that applies.

SkillsMPaffaan-m265k stars
Queued for analysis

discord-clawd

Use to talk to the Discord-backed OpenClaw agent/session; not for archive search.

SkillsMPopenclaw391k stars
Queued for analysis

control-ui-e2e

Use when testing, fixing, or extending the OpenClaw Control UI GUI with Vitest + Playwright end-to-end checks, mocked Gateway WebSocket flows, mocked dashboard runs, screenshots/videos, or agent-verifiable browser proof.

SkillsMPopenclaw391k stars
Queued for analysis

discord-user-post

Post an approved message as the logged-in Discord user through the Discord desktop app. Use for release announcements or other direct user-authored Discord posts; not for OpenClaw channel sends, bots, webhooks, relays, agent sessions, or archive search.

SkillsMPopenclaw391k stars
Queued for analysis

agent-transcript

Add a redacted agent transcript section to GitHub PR or issue bodies during OpenClaw agent-created PR/issue workflows.

SkillsMPopenclaw391k stars
Queued for analysis

wizard

Generate an interactive bash wizard that walks a human through steps only they can perform. Use when provisioning infrastructure, setting up credentials or CI secrets, walking an unfamiliar third-party dashboard, or running a one-off migration or cutover. Don't invoke this for steps the agent can perform itself.

SkillsMPmattpocock267k stars
Queued for analysis

research

Investigate a question against high-trust primary sources and capture the findings as a Markdown file in the repo. Use when the user wants a topic researched, docs or API facts gathered, or reading legwork delegated to a background agent.

SkillsMPmattpocock267k stars
Queued for analysis

wayfinder

Plan a huge chunk of work (more than one agent session can hold) as a shared map of decision tickets on your issue tracker, and resolve them one at a time until the way to the destination is clear.

SkillsMPmattpocock267k stars
Queued for analysis

handoff

Compact the current conversation into a handoff document for another agent to pick up.

SkillsMPmattpocock267k stars
Queued for analysis

claude-handoff

Hand the current conversation off to a fresh background agent that picks up the work immediately.

SkillsMPmattpocock267k stars
Queued for analysis

triage

Move issues and external PRs through a state machine of triage roles, categorise, verify, grill if needed, and write agent-ready briefs.

SkillsMPmattpocock267k stars
Queued for analysis

inherit-legacy-style

Legacy-project style inheritance skill. Use when the user types /inherit-legacy-style, or when onboarding an AI coding agent onto a hand-written legacy project and you need to prevent "style drift" (the model imposing its pretrained mainstream idioms onto the project). Language- and framework-agnostic — it aligns meta-architecture only, not syntax. Once run, it becomes a behavioral constraint on all subsequent coding tasks. Do NOT use for pure research or one-off questions unrelated to code-style alignment.

SkillsMPaffaan-m265k stars
Queued for analysis

gan-style-harness

GAN-inspired Generator-Evaluator agent harness for building high-quality applications autonomously. Based on Anthropic's March 2026 harness design paper. Use when a feature should be built autonomously through generator and evaluator iteration until it clears a quality bar.

SkillsMPaffaan-m265k stars
Queued for analysis

autonomous-agent-harness

Claude Codeを永続的なメモリ、スケジュール済み操作、コンピュータ使用、タスクキューイングを備えた完全自動エージェントシステムに変換します。スタンドアロンエージェントフレームワーク(Hermes、AutoGPT)を、Claude Codeのネイティブcrons、dispatch、MCPツール、メモリを活用して置き換えます。ユーザーが継続的な自動操作、スケジュール済みタスク、または自己指令エージェントループを望む場合に使用します。

SkillsMPaffaan-m265k stars
Queued for analysis

flox-environments

Create reproducible, cross-platform (macOS/Linux) development environments with Flox, a declarative Nix-based environment manager. Use when setting up project toolchains for any language, installing system-level dependencies (compilers, databases, native libs like openssl/BLAS), pinning exact package versions for a team, running local services (PostgreSQL, Redis, Kafka), onboarding developers with one command, or solving 'works on my machine' problems — including agent/vibe-coding setups that need project-scoped tools without sudo. Also use when the user mentions .flox/, manifest.toml, flox activate, or FloxHub.

SkillsMPaffaan-m265k stars
Queued for analysis

agent-harness-construction

设计和优化AI代理的动作空间、工具定义和观察格式,以提高完成率。

SkillsMPaffaan-m265k stars
Queued for analysis

enterprise-agent-ops

オブザーバビリティ、セキュリティ境界、およびライフサイクル管理を備えた長寿命エージェントワークロードを運用します。

SkillsMPaffaan-m265k stars
Queued for analysis

dynamic-workflow-mode

Design task-local harnesses, eval gates, and reusable skill extraction for Claude dynamic workflow mode and other adaptive agent harnesses. Use when building a task-local harness, adding eval gates, or extracting a reusable skill from ad-hoc work.

SkillsMPaffaan-m265k stars
Queued for analysis

agentic-os

Build persistent multi-agent operating systems on Claude Code. Covers kernel architecture, specialist agents, slash commands, file-based memory, scheduled automation, and state management without external databases. Use when building a persistent multi-agent system on Claude Code with its own memory, commands, and scheduling.

SkillsMPaffaan-m265k stars
Queued for analysis

dmux-workflows

Multi-agent orchestration using dmux (tmux pane manager for AI agents). Patterns for parallel agent workflows across Claude Code, Codex, OpenCode, and other harnesses. Use when running multiple agent sessions in parallel or coordinating multi-agent development workflows.

SkillsMPaffaan-m265k stars
Queued for analysis

search-first

Research-before-coding workflow. Search for existing tools, libraries, and patterns before writing custom code. Invokes the researcher agent.

SkillsMPaffaan-m265k stars
Queued for analysis

data-scraper-agent

构建一个全自动化的AI驱动数据收集代理,适用于任何公共来源——招聘网站、价格信息、新闻、GitHub、体育赛事等任何内容。按计划进行抓取,使用免费LLM(Gemini Flash)丰富数据,将结果存储在Notion/Sheets/Supabase中,并从用户反馈中学习。完全免费在GitHub Actions上运行。适用于用户希望自动监控、收集或跟踪任何公共数据的场景。

SkillsMPaffaan-m265k stars
Queued for analysis

agentic-engineering

Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing. Use when AI agents perform most implementation work and humans enforce quality and risk controls.

SkillsMPaffaan-m265k stars