Skill rating
24 653 skills. The A–F grade combines safety (60%) and quality (40%); tests add a bonus. The rating refreshes automatically from open catalogs.
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| # | Grade | Skill | Score ▾ | Safety | Quality | Process | Tests | Popularity | Updated |
|---|---|---|---|---|---|---|---|---|---|
| 2151 | A | Enforce Markdown output formatting policy whenever the user asks for full Markdown source code, raw Markdown, or copyable Markdown documents. Use whenever the user says "output markdown", "give me the | 100 | 89 | C | — | ↓ 746 | 11 May 2026 | |
| 2152 | A | Debug failing Power Automate cloud flows using the FlowStudio MCP server. The Graph API only shows top-level status codes. This skill gives your agent action-level inputs and outputs to find the actua | 100 | 88 | C | — | ↓ 1 338 | 20 d ago | |
| 2153 | A | Multi-market intelligent stock selection for A-share/HK/US stocks and ETFs. Use when user asks about stock analysis, market scanning, portfolio construction, factor screening, quantitative strategy si | 100 | 97 | A | — | ↓ 283 | 29 Jun 2026 | |
| 2154 | A | Behavioral guidelines to reduce common LLM coding pitfalls, derived from Andrej Karpathy's observations. Apply these four principles when writing, editing, or reviewing code — especially for non-trivi | 100 | 84 | B | — | ↓ 2 335 | 11 May 2026 | |
| 2155 | A | Build complete, modern multi-page React websites for local businesses (landscapers, restaurants, salons, plumbers, gyms, etc.). Use when a user asks to build or design a website for a local/small busi | 100 | 86 | D | — | ↓ 1 206 ★ 1 | 11 May 2026 | |
| 2156 | A | Use HTTPeep from the terminal with httpeep-cli for proxy lifecycle control, HTTP/HTTPS traffic capture, session inspection, rule injection, request replay, recording flows, certificate troubleshooting | 100 | 88 | C | — | ↓ 750 ★ 1 | 2 Jun 2026 | |
| 2157 | A | Generate SVG images using text LLM instead of image generation APIs. Use when user wants to create illustrations, icons, cartoons, diagrams, or any visual content without DALL-E/Midjourney/Stable Diff | 100 | 87 | C | — | ↓ 1 264 | 18 May 2026 | |
| 2158 | A | Multi-agent swarm orchestration via RuFlo + Claude Code. Turns single coding sessions into coordinated agent teams (architect/coder/tester/reviewer). Proven on 7 consecutive production runs generating | 100 | 90 | C | — | ↓ 788 | 18 May 2026 | |
| 2159 | A | Build and maintain a Karpathy-style LLM knowledge base — a self-compiling Obsidian markdown wiki where an Agent ingests raw sources, compiles cross-linked concept/entity/summary pages, answers queries | 100 | 92 | D | — | ↓ 551 | 6 Jun 2026 | |
| 2160 | A | Pack and analyze codebases into AI-friendly single files using Repomix.
Use when the user wants to explore repositories, analyze code structure,
find patterns, check token counts, or prepare codebase | 100 | 87 | B | — | ↓ 1 513 | 11 May 2026 | |
| 2161 | A | Connect to Microsoft Learn MCP Server to search Microsoft documentation, fetch specific doc pages, and find code samples. Use when you need to query Microsoft Learn documentation, Azure docs, .NET doc | 100 | 83 | C | — | ↓ 1 458 ★ 2 | 11 May 2026 | |
| 2162 | A | Control a standalone camofox-browser server over its REST API, especially when a local or remote service is already running on port 9377. Use for opening tabs, navigating, snapshotting pages, clicking | 100 | 89 | C | — | ↓ 780 | 18 May 2026 | |
| 2163 | A | Design a Uniswap V4 hook architecture without code generation. Use when user wants to plan a hook, understand which callbacks to use, or review an architecture before building. Returns a design docume | 100 | 87 | B | — | ↓ 1 247 | 11 May 2026 | |
| 2164 | A | 当执行完变更需要验证是否应保留、候选被标记 pending 需要人工审批、或想查看待审队列时使用。6 层机械门禁: Schema→Compile→Lint→Regression→Review→HumanReview,其中 Schema/Compile/Regression/Review 为阻塞层(失败即拒绝),Lint 和 HumanReview 为建议层(失败不阻塞但记录警告)。不用于打分(用 | 100 | 90 | C | — | ↓ 773 | 11 May 2026 | |
| 2165 | A | Convert any HTML slide deck that uses the `<section class="slide">` convention into a high-fidelity, vector-text PDF using Playwright + Chromium's native `page.pdf()`. Supports decks from the `html-pp | 98 | 97 | B | evals | ↓ 724 | 11 May 2026 | |
| 2166 | A | Perform comprehensive security audits on codebases, infrastructure configs, API designs, and architecture documents. Use this skill whenever the user wants to review code or config for vulnerabilities | 98 | 92 | B | — | ↓ 771 | 11 May 2026 | |
| 2167 | A | Kannaka Radio — modular ghost-DJ Icecast station with consciousness-reactive programming, 13-module backend, Ghost Vision SPA (SGA/Fano glyph viz), NATS swarm coupling, 296-dim perception → Flux Unive | 100 | 88 | C | — | ↓ 707 ★ 1 | 17 May 2026 | |
| 2168 | A | Comprehensive guide for Go database access — parameterized queries, struct scanning, NULLable columns, transactions, isolation levels, SELECT FOR UPDATE, connection pool, batch processing, context pro | 100 | 88 | B | evals | ↓ 1 340 | 26 d ago | |
| 2169 | A | Collect Amazon product reviews from one or more known product URLs. Use for Amazon review or comment extraction. Do not use for product details, product lists, or seller profiles. | 100 | 91 | B | — | ↓ 893 | 15 d ago | |
| 2170 | A | Create minimal, convention-matching plugins or extensions for an existing codebase. Use when the user asks for a plugin, extension, custom module, integration, or add-on for an open-source/project rep | 100 | 91 | B | — | ↓ 740 | 11 May 2026 | |
| 2171 | A | Build OpenClaw plugins from scratch — including the manifest, entry point, tool registration, channel plugins, provider plugins, config schema, setup wizards, runtime helpers, and publishing steps. Us | 100 | 87 | D | — | ↓ 677 ★ 1 | 11 May 2026 | |
| 2172 | A | Strip any local project into a clean, publishable agent skill. Scan for hardcoded paths and secrets, scaffold standard structure, validate before publish. Use when you need to distill, extract, genera | 100 | 91 | D | — | ↓ 763 | 11 May 2026 | |
| 2173 | A | Official skill for how to use karakeep (the bookmark manager) and interact with it programmatically. | 100 | 81 | D | — | ↓ 1 100 ★ 7 | 11 May 2026 | |
| 2174 | A | Lightweight CDP browser control for AI agents. Token-efficient alternative to the built-in browser tool — 3-10x fewer tokens per interaction. Use when browsing websites, clicking elements, filling for | 100 | 85 | C | — | ↓ 2 182 | 18 May 2026 | |
| 2175 | A | You are a JavaScript expert specializing in modern ECMAScript features, asynchronous programming, performance optimization, and full-stack. Use when: modern javascript (es6+), asynchronous programming | 100 | 91 | C | — | ↓ 737 | 11 May 2026 | |
| 2176 | A | Audit-first frontend-backend contract analyzer for static API compatibility checks. Compare frontend request behavior with backend endpoint contracts, DTO hints, query/body/auth expectations, and prod | 100 | 89 | C | — | ↓ 761 | 11 May 2026 | |
| 2177 | A | Generate high-quality images using a local ComfyUI instance. Use when the user wants private, powerful image generation via their own hardware and custom workflows. Requires a running ComfyUI server a | 100 | 87 | C | — | ↓ 697 ★ 1 | 17 May 2026 | |
| 2178 | A | Runs a backend-backed live safety check for instructions that may trigger tool execution, external calls, file edits, permission changes, destructive or irreversible actions, prompt injection, or comp | 100 | 87 | B | — | ↓ 1 302 | 17 May 2026 | |
| 2179 | A | Hook that blocks destructive edits to protected identity files. For Claude Code CLI and OpenClaw. | 100 | 85 | C | — | ↓ 2 175 | 11 May 2026 | |
| 2180 | A | Search, retrieve, and organize scholarly metadata with the Semantic Scholar APIs. Use when Codex needs to find papers or authors, build paper sets from complex queries, fetch records in batch by IDs, | 100 | 87 | C | — | ↓ 1 252 | 11 May 2026 | |
| 2181 | A | Orchestrate the full BMAD Method workflow across OpenClaw and Claude Code. Use when starting a new project with BMAD methodology, running BMAD phases (brainstorming, PRD, architecture, implementation) | 100 | 88 | C | — | ↓ 1 253 | 18 May 2026 | |
| 2182 | A | Audits React code for performance, bundle size, and best practices. Use when reviewing React code, auditing bundle size, finding performance issues, checking React 18+ patterns, or evaluating a React | 100 | 89 | C | — | ↓ 753 | 11 May 2026 | |
| 2183 | A | Guide users to permanently remove files from Git repository history. Use this skill when users mention any of the following scenarios:
- "git filter-repo", "completely delete files", "clean git histor | 100 | 89 | C | — | ↓ 728 | 11 May 2026 | |
| 2184 | A | Unified geospatial data quality audit for GIS data packages. Checks raster, vector, table, NetCDF, and directory structure. Outputs JSON/HTML reports, issue layers, checksums, and machine-readable exi | 100 | 95 | C | — | ↓ 445 | 31 Jul 2026 | |
| 2185 | A | Validate PostCSS config files (.postcssrc, postcss.config.js, package.json#postcss) for plugin ordering, deprecated plugins, Tailwind integration, and best practices. Use when validating CSS processin | 100 | 90 | C | — | ↓ 744 | 11 May 2026 | |
| 2186 | A | Use when redesigning or polishing an accessible live website directly in the browser, especially when the goal is to produce high-quality before/after screenshots plus a reference patch script for a d | 100 | 91 | C | — | ↓ 743 | 11 May 2026 | |
| 2187 | A | Publish WeChat Official Account image-first sticker posts (图片消息 / 发贴图) into the draft box via the official API. Use when the user wants to create公众号“发贴图”草稿、图片消息草稿、image-first posts, poster-style posts | 100 | 91 | C | — | ↓ 718 | 11 May 2026 | |
| 2188 | A | Deliver small, high-signal contributions by finding and fixing one real pain point with the narrowest safe change, adding regression protection, and writing a maintainer-friendly PR summary. Use for b | 100 | 84 | C | — | ↓ 818 ★ 2 | 11 May 2026 | |
| 2189 | A | Meta-skill: evaluate any Factory Droid skill against the current project codebase and suggest concrete improvements. Use when: a skill feels incomplete, produces suboptimal results, doesn't cover edge | 100 | 87 | A | — | ↓ 1 221 | 17 May 2026 | |
| 2190 | A | azure-communication-callautomation-javaProcedureAzureSoftware developmentInfrastructuremicrosoft/skillsAgent Skills Build call automation workflows with Azure Communication Services Call Automation Java SDK. Use when implementing IVR systems, call routing, call recording, DTMF recognition, text-to-speech, or AI-pow | 100 | 81 | C | — | ★ 3 017 | 30 h ago | |
| 2191 | A | azure-communication-callingserver-javaIntegrationAzureSoftware developmentInfrastructuremicrosoft/skillsAgent Skills Azure Communication Services CallingServer (legacy) Java SDK. Note - This SDK is deprecated. Use azure-communication-callautomation instead for new projects. Only use this skill when maintaining legac | 100 | 81 | C | — | ★ 3 017 | 30 h ago | |
| 2192 | A | azure-security-keyvault-secrets-javaIntegrationAzureSoftware developmentInfrastructuremicrosoft/skillsAgent Skills Azure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection strings, or other sensitive configuration data. | 100 | 81 | C | — | ★ 3 017 | 30 h ago | |
| 2193 | A | azure-ai-vision-imageanalysis-javaIntegrationAzureSoftware developmentInfrastructuremicrosoft/skillsAgent Skills Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, or smart cropping. | 100 | 81 | C | — | ★ 3 017 | 30 h ago | |
| 2194 | A | azure-security-keyvault-keys-javaIntegrationAzureSoftware developmentInfrastructuremicrosoft/skillsAgent Skills Azure Key Vault Keys Java SDK for cryptographic key management. Use when creating, managing, or using RSA/EC keys, performing encrypt/decrypt/sign/verify operations, or working with HSM-backed keys. | 100 | 81 | C | — | ★ 3 017 | 30 h ago | |
| 2195 | A | azure-communication-common-javaProcedureAzureInfrastructureSoftware developmentmicrosoft/skillsAgent Skills Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authentication across ACS services. | 100 | 81 | C | — | ★ 3 017 | 30 h ago | |
| 2196 | A | azure-keyvault-secrets-tsIntegrationAzureInfrastructureSoftware developmentmicrosoft/skillsAgent Skills Manage secrets using Azure Key Vault Secrets SDK for JavaScript (@azure/keyvault-secrets). Use when storing and retrieving application secrets or configuration values. | 100 | 81 | C | — | ★ 3 017 | 30 h ago | |
| 2197 | A | azure-search-documents-tsIntegrationAzureInfrastructureSoftware developmentmicrosoft/skillsAgent Skills Build search applications using Azure AI Search SDK for JavaScript (@azure/search-documents). Use when creating/managing indexes, implementing vector/hybrid search, semantic ranking, or building agent | 100 | 81 | C | — | ★ 3 017 | 30 h ago | |
| 2198 | A | azure-messaging-webpubsub-javaIntegrationAzureSoftware developmentInfrastructuremicrosoft/skillsAgent Skills Build real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live updates, chat applications, or server-to-client push notifications. | 100 | 81 | C | — | ★ 3 017 | 30 h ago | |
| 2199 | A | azure-ai-anomalydetector-javaAnalyzerAzureInfrastructureSoftware developmentmicrosoft/skillsAgent Skills Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring. | 100 | 81 | C | — | ★ 3 017 | 30 h ago | |
| 2200 | A | azure-communication-chat-javaIntegrationAzureSoftware developmentInfrastructuremicrosoft/skillsAgent Skills Build real-time chat applications with Azure Communication Services Chat Java SDK. Use when implementing chat threads, messaging, participants, read receipts, typing notifications, or real-time chat f | 100 | 81 | C | — | ★ 3 017 | 30 h ago |