Skill rating
147 611 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 |
|---|---|---|---|---|---|---|---|---|---|
| 5301 | A | Build a review-gated digital twin reply from persona markdown, persona examples, and live conversation context. Use when you need to imitate a specific user's chat style, draft a reply on the user's b | 100 | 88 | C | — | ↓ 845 ★ 1 | 11 May 2026 | |
| 5302 | A | Write session summaries to daily memory files and search session history so OpenClaw can recall and cite past conversations. | 100 | 87 | C | — | ↓ 1 511 | 17 May 2026 | |
| 5303 | A | Track and reduce flaky tests with deterministic isolation. Use when handling development work that needs repeatable steps, quality gates, and practical outputs. | 100 | 87 | A | — | ↓ 1 580 | 11 May 2026 | |
| 5304 | A | Access Ahrefs SEO data via the Ahrefs API for comprehensive SEO analysis, keyword research, backlink analysis, site audits, and competitive intelligence. Use when users mention: (1) SEO-related querie | 100 | 88 | C | — | ↓ 1 555 | 11 May 2026 | |
| 5305 | A | Write clear, structured GitHub pull request descriptions using a standardized template. Use when creating a PR, updating a PR description, or when asked to document what a branch changes. Automaticall | 100 | 89 | C | — | ↓ 926 | 11 May 2026 | |
| 5306 | A | Measure and display AI model response latency. Use when the user types /ping or /ping followed by a model name to test round-trip time. Captures precise timing between command receipt and response gen | 100 | 90 | B | — | ↓ 876 | 11 May 2026 | |
| 5307 | B | Manage YouTube search. Use this skill to search for videos, channels, playlists, and other resources. Useful when working with YouTube search — provides commands to list search via the yutu CLI. Inclu | 100 | 85 | F | — | ↓ 1 400 ★ 1 | 11 May 2026 | |
| 5308 | B | Bulk data enrichment via Parallel API. Adds web-sourced fields (CEO names, funding, contact info) to lists of companies, people, or products. Use for enriching CSV files or inline data. | 100 | 86 | A | — | ↓ 2 554 | 11 May 2026 | |
| 5309 | A | Download files from Tailscale Taildrop inbox to local storage. Use when user wants to retrieve files sent via Tailscale or mentions Taildrop. | 100 | 87 | C | — | ↓ 1 530 | 17 May 2026 | |
| 5310 | A | Pure CLI racing lap data analysis tool. Supports NMEA/VBO import, auto lap splitting, lap comparison, outputs structured comparison results for AI coaching. Use when you need to analyze racing lap dat | 100 | 88 | D | — | ↓ 871 ★ 1 | 11 May 2026 | |
| 5311 | A | A 4-step thinking framework to boost LLM output quality. Enforces structured reasoning (Plan → Draft → Self-Critique → Refine) to improve low-end LLM responses. No LLM endpoint needed - LLM follows th | 100 | 89 | D | — | ↓ 922 | 11 May 2026 | |
| 5312 | A | Automated local business lead generation and cold outreach pipeline. Scans businesses by niche and city, scores their websites (SSL, mobile, speed, design), identifies bad/outdated sites, enriches wit | 100 | 91 | C | — | ↓ 898 | 11 May 2026 | |
| 5313 | B | Trades a market when your estimated probability diverges from the live market price, with dry-run by default, context checks, reasoning tags, and optional live execution through AION. | 100 | 84 | C | — | ↓ 2 529 | 11 May 2026 | |
| 5314 | A | Map application security findings to OWASP Top 10 categories and generate remediation checklists. Use for normalized AppSec review outputs and category-level prioritization. | 100 | 87 | D | — | ↓ 1 550 | 17 May 2026 | |
| 5315 | A | Orchestrate a multi-agent virtual academic reading group. Use when reading multiple papers, generating expert discussion notes, cross-examining positions across papers, and synthesizing integrated sum | 100 | 88 | C | — | ↓ 1 573 | 11 May 2026 | |
| 5316 | A | Use this skill when the user wants to export local WeRead records, normalize WeRead data, analyze reading preferences from WeRead history, or get book recommendations grounded in WeRead reading behavi | 100 | 91 | B | — | ↓ 871 | 11 May 2026 | |
| 5317 | A | Analyzes an existing Claude Code skill and designs an optimal rules/ file structure. Covers three operations: (1) compressing SKILL.md by moving verbose content into rules modules, (2) encapsulating o | 100 | 90 | C | — | ↓ 896 | 11 May 2026 | |
| 5318 | A | Batch-download formal A-share annual and semiannual report PDFs from CNInfo (巨潮资讯) using a stock-code CSV. Supports dry-run preview, resume on failure, force-redownload, and configurable year/filter/t | 100 | 91 | B | — | ↓ 948 | 11 May 2026 | |
| 5319 | B | macOS CLI tool for recording audio (microphone), screen (video/screenshot), and camera (video/photo) from the terminal. Use when the user or an AI agent needs to: (1) record microphone audio, (2) capt | 100 | 78 | C | — | ↓ 2 726 ★ 5 | 17 May 2026 | |
| 5320 | A | 基于中国《易经》(东方神秘玄学)的起卦解卦技能。当用户希望起卦、解卦、占卜、解读易经卦象,或希望根据自然语言问题调用 `qi_gua.py` 得到本卦与变卦,再结合联网检索给出针对问题的解卦时使用。适用于:解析用户提问、运行本地 `qi_gua.py`、提取卦象、卦名、卦辞、爻位、变爻,并检索卦义与爻辞后生成结构化中文解读。 / An I Ching (Book of Changes) divin | 100 | 91 | C | — | ↓ 918 | 11 May 2026 | |
| 5321 | A | Get personalized AI agent recommendations for your research domain.
Describe your field, task, or workflow → receive curated suggestions
from 131+ projects across 10 categories and 32 skill hubs.
Trig | 100 | 89 | C | — | ↓ 919 | 11 May 2026 | |
| 5322 | A | Michael Polanyi 的思维框架。用 Polanyi 视角分析隐性知识、技能习得、经验传承、师徒制、
知识管理、学习方法、AI/工具替代边界、科学共同体与后批判哲学问题。
Use when the user asks "用 Polanyi 的视角", "Polanyi 会怎么看", "tacit knowledge",
"为什么说不清楚", "怎么传承经验", "SOP 为什么执行不到位 | 100 | 90 | C | — | ↓ 1 007 | 12 Jun 2026 | |
| 5323 | B | Use this skill when working with this repository's `gsc` CLI, including Google Cloud OAuth client setup, CLI authentication, troubleshooting auth/config issues, and running all supported commands (sit | 100 | 84 | C | — | ↓ 1 391 ★ 1 | 17 May 2026 | |
| 5324 | B | AI-native accounting for UK micro-businesses. Use when the user wants to track transactions, manage VAT, check deadlines, or do any bookkeeping for a UK limited company. | 100 | 84 | C | — | ↓ 2 697 | 18 May 2026 | |
| 5325 | B | Learn user preferences from conversations and personalize responses automatically. Preferences compound over time — corrections like "use TypeScript, not JavaScript" are captured and injected into fut | 100 | 84 | D | — | ↓ 2 592 | 17 May 2026 | |
| 5326 | A | Kubernetes documentation-first workflow for Kubernetes-specific questions, troubleshooting, command planning, cluster operations, workload/resource behavior, networking, storage, scheduling, security, | 100 | 91 | D | — | ↓ 944 | 11 May 2026 | |
| 5327 | A | Calculate lawsuit filing fees and litigation costs for civil cases in China. Use when the user asks about 诉讼费、诉讼费计算、起诉要多少钱、打官司费用、案件受理费、财产案件诉讼费、非财产案件诉讼费, or wants to estimate court fees and litigation | 100 | 91 | B | — | ↓ 944 | 5 Jun 2026 | |
| 5328 | A | Create a fully local speaker-separated .txt transcript from a meeting recording, meeting screen recording, speech audio, or local video/audio file. Use this whenever the user wants to transcribe a loc | 100 | 91 | A | evals | ↓ 868 | 11 May 2026 | |
| 5329 | A | Use when analyzing folders/tranches of declassified UAP/UFO/FOIA PDFs such as war.gov/UFO PURSUE, FBI Vault, NARA boxes, or AARO releases. Runs inventory, text extraction, entity/redaction analytics, | 100 | 92 | C | evals | ↓ 606 | 5 Jun 2026 | |
| 5330 | B | Webex API integration with managed OAuth. Send messages, manage rooms and teams, list memberships, handle webhooks, manage people and team memberships. Use this skill when users want to send Webex mes | 99 | 79 | D | — | ↓ 602 ★ 26 | 9 Jun 2026 | |
| 5331 | B | Retrieve astronomy and astrophysics papers from the user's arXiv mirror API. Use when Codex needs to list papers from a given arXiv day, find papers related to an astronomy topic over a recent period, | 100 | 84 | C | — | ↓ 1 001 ★ 2 | 11 May 2026 | |
| 5332 | A | Fetches Google Trends data including daily trending topics, real-time trends, interest by region, related topics, related queries, and autocomplete suggestions. Use when the user asks about trending s | 100 | 87 | D | — | ↓ 837 ★ 1 | 11 May 2026 | |
| 5333 | A | Write and run TypeScript scripts with Bun instead of plain Node.js or JavaScript — getting type safety, built-in tooling, and faster execution without any build step or extra config. Use this skill wh | 100 | 88 | C | — | ↓ 862 ★ 1 | 11 May 2026 | |
| 5334 | A | Fetch pollen forecasts for Swedish locations from Pollenrapporten (Swedish Museum of Natural History). Use when Boss asks about pollen levels, pollen forecast, or allergy conditions in Sweden. Covers | 100 | 90 | D | — | ↓ 889 | 11 May 2026 | |
| 5335 | A | Research any topic from the last 30 days on Reddit + X + Web, synthesize findings, and write copy-paste-ready prompts. Use when the user wants recent social/web research on a topic, asks "what are peo | 100 | 90 | C | — | ↓ 890 | 11 May 2026 | |
| 5336 | A | Manage intents and entity types in Google Dialogflow CX via REST API. Use for creating, updating, and managing natural language understanding components. Supports v3beta1 API. | 100 | 91 | C | — | ↓ 889 | 11 May 2026 | |
| 5337 | B | 将视频内容(课程/讲座/教程/纪录片/会议/演讲等)自动转为高质量结构化学习笔记。核心价值:看视频容易忘、看一遍记不住 → 转成笔记随时回看。支持本地视频文件、YouTube/B站等网络链接。流程:提取音轨 → Whisper 语音转文字 → AI 生成结构化笔记。适用场景:任何想从视频中高效学习的人——自学程序员、学生、职场进修者、知识爱好者。触发条件:用户提供视频路径/链接,或说"把这个视频整 | 100 | 82 | D | — | ↓ 1 044 ★ 5 | 3 Jul 2026 | |
| 5338 | B | Merge two or more drafts or document versions into one coherent text, preserving useful contributions, source attribution, and unresolved conflicts.
Use for multi-draft articles, document-version cons | 100 | 84 | C | — | ↓ 1 049 ★ 2 | 35 d ago | |
| 5339 | B | Plans and executes safe refactors with small steps, tests, and rollback strategy. Use when 重构, 技术债, 安全重构, refactoring, or improving code structure without breaking behavior. | 100 | 84 | C | — | ↓ 2 620 | 11 May 2026 | |
| 5340 | A | Manage Synology NAS via DSM Web API. Authenticate, browse and manage files (FileStation), manage download tasks (DownloadStation), and query system info. Use when the user mentions Synology, NAS, DSM, | 100 | 88 | B | — | ↓ 1 606 | 18 May 2026 | |
| 5341 | A | Activate when: someone says 'this is win-lose,' 'we can't both win,' 'what's in it for them to cooperate,' 'is there a deal here,' or 'how do we get past this standoff'; a negotiation or conflict feel | 100 | 91 | B | — | ↓ 1 090 ★ 2 | 16 Jul 2026 | |
| 5342 | A | Use when a game, interactive story, or virtual world needs reusable NPC voice behavior, including fixed voice identity, catchphrases, relationship-aware dialogue, player voice intake through AudioClaw | 100 | 91 | C | — | ↓ 864 | 11 May 2026 | |
| 5343 | A | Rebuild a project's DESIGN-CONTRACT layer when docs have rotted past sync: re-derive architecture + structure + interface contracts from code, gate-verified. Use-when: "rebuild the contracts from scra | 100 | 96 | D | — | ↓ 592 | 40 d ago | |
| 5344 | A | Scan websites, markdown files, and HTML files for broken links (dead links). Use when checking a website for 404s, validating links in documentation or README files, auditing link health before a depl | 100 | 90 | C | — | ↓ 910 | 11 May 2026 | |
| 5345 | A | Evaluate startup ideas, business models, and product strategies against the 7 deadly failure antipatterns extracted from 1,749 dead startups that burned $535B+. Use when the user is evaluating a start | 100 | 89 | B | — | ↓ 885 | 11 May 2026 | |
| 5346 | B | Prioritizes competing tasks into P0-P3 by cost of delay and decides what to do first, what waits, and when to interrupt current work. Use when tasks pile up or everything feels urgent, when a request | 100 | 79 | B | — | ↓ 2 824 ★ 3 | 26 Jul 2026 | |
| 5347 | B | Get Portland transit information including arrivals, trip planning, and alerts. Use when user asks about buses, MAX, trains, or transit in Portland. | 100 | 83 | C | — | ↓ 2 333 ★ 1 | 11 May 2026 | |
| 5348 | A | Use A-MAP (Agent Mandate Protocol) to verify incoming agent requests, sign outgoing requests, and delegate permissions to sub-agents. Covers the full cryptographic authorization flow for AI agent-to-a | 100 | 88 | C | — | ↓ 857 ★ 1 | 11 May 2026 | |
| 5349 | A | Comprehensive security audit with 100 iterations (~30-60 min). Use when user says 'security audit', 'ralph security', 'weekly security check', 'audit this project', 'new project security review', or ' | 100 | 88 | C | — | ↓ 1 526 | 11 May 2026 | |
| 5350 | A | Call Cutout.Pro visual processing APIs to perform background removal, face cutout, and photo enhancement. Supports both file upload and image URL input, returning binary stream or Base64-encoded resul | 100 | 91 | B | — | ↓ 908 | 11 May 2026 |