Skill rating
24 863 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 |
|---|---|---|---|---|---|---|---|---|---|
| 4751 | A | Use when building, auditing, or simplifying an AI coding-agent harness, especially when the current runtime has unclear config precedence, weak tool permissions, hidden product-only behavior, or poor | 100 | 83 | B | — | ↓ 773 | 11 May 2026 | |
| 4752 | A | Safely assess and purchase TLMNT Mini App Doctor evidence for a public Farcaster Mini App URL. Use when an agent must diagnose manifest or embed issues, obtain a 0.75 USDC Static Evidence Dossier, or | 98 | 89 | C | — | ↓ 1 802 | 39 d ago | |
| 4753 | A | Audit an unfamiliar codebase and map architecture, user-facing features, maturity, and risks. Use when the user asks to inspect a repo, summarize the stack, explain structure, list implemented feature | 100 | 80 | B | — | ↓ 1 279 | 11 May 2026 | |
| 4754 | A | 学术论文润色修改全流程SOP。从审稿意见解析、论文全息诊断、可视化批注生成、分级改写执行到终审自检的完整闭环。当用户需要根据期刊审稿意见修改论文、需要论文润色、需要去AI味、需要学术写作规范检查时触发。典型触发:"修改这篇论文""根据审稿意见润色""去AI味""按期刊要求压缩字数""帮我看看这篇论文能不能通过"。 | 100 | 82 | C | — | ↓ 544 ★ 1 | 13 Jun 2026 | |
| 4755 | B | Local STT with selectable backends - Parakeet (best accuracy) or Whisper (fastest, multilingual). | 100 | 72 | C | — | ↓ 3 553 ★ 1 | 11 May 2026 | |
| 4756 | A | 中国专利技能:挖掘专利点与编写交底书(发明/实用/外观),把已有交底改写成申请文件四件套,也可按材料交底申请一起做,按著录字段检索公布公告,通俗解读专利,对照审查口径出政策简报,辅助审查答复。| China patents skill: mine patent points and draft disclosures, rewrite an existing disclosure into app | 95 | 84 | C | — | ↓ 2 979 | 11 d ago | |
| 4757 | A | Auto-route tasks to the cheapest z.ai (GLM) model that works correctly. Three-tier progression: Flash → Standard → Plus/32B. Classify before responding.
FLASH (default): factual Q&A, greetings, remind | 100 | 74 | C | — | ↓ 2 038 ★ 1 | 11 May 2026 | |
| 4758 | A | Create a PRD through user interview, codebase exploration, and module design, then submit as a GitHub issue. Use when user wants to write a PRD, create a product requirements document, or plan a new f | 100 | 80 | B | — | ↓ 1 294 | 11 May 2026 | |
| 4759 | A | The Noveum AI reliability & QA engineer for LLM, agent, and voice apps — sets up and operates Noveum.ai end to end in a codebase, integrating the noveum-trace SDK (LangChain, LangGraph, CrewAI, LiveKi | 100 | 91 | D | — | ↓ 283 | 17 Jul 2026 | |
| 4760 | A | Connect to and explore databases (PostgreSQL, MySQL, SQLite, MongoDB, Redis). Run queries, inspect schemas, export data. Use when user wants to query a database, explore schema, check data, export res | 100 | 79 | D | — | ↓ 1 333 | 4 Jun 2026 | |
| 4761 | A | Delegate a task to Claude Code CLI and immediately report the result back in chat. Supports persistent sessions — Claude Code remembers previous context within the same workdir. Use when the user asks | 100 | 80 | C | — | ↓ 1 311 | 18 May 2026 | |
| 4762 | A | Extract flood extent from SAR backscatter imagery. Use when the user wants to analyze changes, detect hazards, or generate assessment reports. | 100 | 88 | D | — | ↓ 467 | 31 Jul 2026 | |
| 4763 | A | Polishes working code through successive quality passes in fresh subagents. Use after tests pass when code needs multi-dimension refinement before release | 100 | 81 | C | — | ↓ 1 658 | 23 d ago | |
| 4764 | A | Wakapi coding stats (summaries, projects, today status, totals) via a small Python CLI. Requires WAKAPI_URL. WAKAPI_API_KEY is HTTP Basic (Authorization Basic base64(key)) for all calls except health, | 95 | 89 | C | — | ↓ 758 | 11 May 2026 | |
| 4765 | A | Identify vegetation encroachment, rapid growth, and tree fall risks along powerline corridors. Generate prioritized inspection points. Use when screening vegetation near powerlines, assessing tree fal | 100 | 88 | C | — | ↓ 463 | 31 Jul 2026 | |
| 4766 | A | Review a Java Maven project delivered as a ZIP archive or a GitLab repository URL for code规范, naming, module boundaries, maintainability problems, duplicated logic, structure issues, and整改建议. Use when | 100 | 83 | C | — | ↓ 754 | 11 May 2026 | |
| 4767 | A | Use when implementing or reviewing frontend server-state flows: typed queries, request caching, invalidation, mutations, optimistic updates, infinite queries, prefetch, SSR hydration, or API-layer int | 100 | 82 | C | — | ↓ 484 ★ 1 | 7 Jun 2026 | |
| 4768 | A | Identify potential debris-flow gullies, integrate terrain, material source, rainfall trigger, and downstream exposure to produce basin-level hazard screening and risk assessment. | 100 | 87 | C | — | ↓ 459 | 31 Jul 2026 | |
| 4769 | A | 检索并导出 SVN 和 Git 仓库中指定人员的提交记录及修改点信息。支持按作者、时间范围、项目路径过滤,可导出为 Markdown、CSV、JSON、Detailed 等格式。Detailed 格式包含完整提交日志。当用户说"导出某人的提交记录"、"查看提交历史"、"生成提交日志"、"导出代码提交记录"、"查看 SVN 提交"、"导出 Git 历史"、"查看提交备注"等类似请求时触发此 Skil | 100 | 80 | D | — | ↓ 737 ★ 1 | 18 May 2026 | |
| 4770 | A | Generate EIP-681 Ethereum payment links and QR codes for any EVM chain. Zero configuration, instant setup for receiving ETH and ERC-20 payments. Use when you need to create payment requests, invoices, | 94 | 87 | D | — | ↓ 1 197 ★ 1 | 11 May 2026 | |
| 4771 | A | A local missing person assistance tool for organizing cases, managing clues, generating notices, and providing search guidance. | 100 | 82 | C | — | ↓ 771 | 5 Jun 2026 | |
| 4772 | A | Debug through a structured root-cause process instead of guesswork. Use when commands fail, tools behave unexpectedly, automations break, integrations only partially work, or the real cause is unclear | 100 | 80 | C | — | ↓ 1 293 | 11 May 2026 | |
| 4773 | A | Multi-temporal shoreline change rate analysis. Generates transects, computes Endpoint Rate (EPR) and Linear Regression Rate (LRR), and identifies erosion hotspots. Use when monitoring coastline retrea | 100 | 87 | C | — | ↓ 453 | 31 Jul 2026 | |
| 4774 | A | Manage whitelisted git repositories from chat. Status, log, diff, pull, push with security controls — only approved repos, write commands need confirmation. Repo list configurable via ~/.config/git-sy | 100 | 83 | C | — | ↓ 764 | 11 May 2026 | |
| 4775 | B | 三个能干活的 AI 分身协作系统。用 Claude Code 启动三个不同人设的 coding agent,共享同一个工作目录,多轮协作直到达成共识。适用于代码审查、方案评审、重构任务等需要多视角协作的场景。 | 100 | 69 | C | — | ↓ 2 608 ★ 4 | 18 May 2026 | |
| 4776 | B | A cat clone with syntax highlighting, line numbers, and Git integration - a modern replacement for cat. | 100 | 71 | C | — | ↓ 4 242 ★ 2 | 11 May 2026 | |
| 4777 | A | Safely migrates OpenClaw memory from LanceDB Pro, official LanceDB list captures, QMD, or Markdown into memory-core. Use when an owner asks to migrate, audit, deduplicate, benchmark, cut over, or roll | 100 | 89 | D | — | ↓ 140 | 9 d ago | |
| 4778 | A | 观势专家集群 — 数据分析专家。负责数据清洗/统计推断/财务建模/可视化/情景模拟,将原始数据转化为分析洞察。Use when 被观势 Chief 调度执行数据处理、统计分析、ROI测算、敏感性分析、数据可视化、情景推演。不适用于原始数据获取(→情报获取专家)、纯定性分析。 | 100 | 84 | D | — | ↓ 491 | 6 Jun 2026 | |
| 4779 | A | Detect and quantify urban expansion from multi-temporal built-up rasters. Use when the user wants to analyze changes, compare multi-temporal rasters, compute indices, or generate assessment reports. | 100 | 88 | D | — | ↓ 449 | 31 Jul 2026 | |
| 4780 | A | Fallback image viewer when vision models are unavailable. Converts images to ASCII art via ffmpeg + Python for brightness distribution, texture analysis, edge detection, and color sampling — without a | 100 | 82 | C | — | ↓ 783 | 17 May 2026 | |
| 4781 | A | Turn a product idea into a manual-first process you can start delivering today. Use when you have an idea and want to figure out how to deliver value by hand before writing any code. | 100 | 83 | B | — | ↓ 758 | 11 May 2026 | |
| 4782 | A | New and fucking improved with more cursing. Install, run, recover, or explain the standalone ClawPatch queue supervisor when someone needs a whole repair queue, exact stopped-finding recovery, or real | 100 | 87 | C | — | ↓ 680 | 42 d ago | |
| 4783 | A | Integrate Self (self.xyz) — a privacy-first identity protocol using zero-knowledge proofs to verify passports and ID cards. Use when the user mentions Self protocol, Self identity, self.xyz, passport | 94 | 88 | C | — | ↓ 1 233 | 11 May 2026 | |
| 4784 | A | Fast lightweight verification pass for recent work. Use proactively after medium or large tasks, coding passes, app changes, or long replies when you need a quick check for missed asks, partial comple | 100 | 83 | B | — | ↓ 756 | 11 May 2026 | |
| 4785 | B | Run vet immediately after ANY logical unit of code changes. Do not batch your changes, do not wait to be asked to run vet, make sure you are proactive. | 100 | 71 | C | — | ↓ 4 158 ★ 2 | 17 May 2026 | |
| 4786 | B | Identifies acquaintances in videos or images through face photo comparison. Supports database enrollment, and the recognition results tell you who is at which location. Suitable for identity verificat | 100 | 72 | D | — | ↓ 2 017 ★ 4 | 2 d ago | |
| 4787 | A | Variflight Global Flight Fares searches one-way flight fares from the Variflight ticket API by departure IATA city code, arrival IATA city code, and departure date. | 100 | 78 | C | — | ↓ 1 143 ★ 1 | 11 May 2026 | |
| 4788 | A | Spec-first execution workflow for OpenClaw that turns large, vague, or messy project requests into phased, verifiable implementation plans. Helps build, rescue, refactor, redesign, organize, and finis | 100 | 83 | C | — | ↓ 751 | 11 May 2026 | |
| 4789 | A | Java 代码审查报告生成器。用于审查 Java 代码变更,生成结构化审查报告。
触发场景:
(1) 审查 git diff 或代码变更
(2) 审查 Java 源文件
(3) 代码质量检查
(4) PR/CR 审查
(5) 检查代码是否符合 Google Java Style、阿里 Java 开发手册、Clean Code 规范
支持输入:git diff 输出、Java 源文件、需求/设计文档 | 100 | 76 | C | — | ↓ 2 018 ★ 1 | 11 May 2026 | |
| 4790 | A | Unified configuration manager for AI coding assistants. Manage profiles, install skills/agents/commands, and switch configurations across Claude Code, OpenCode, Goose, and Amp. | 100 | 75 | C | — | ↓ 3 735 | 18 May 2026 | |
| 4791 | A | Use Camofox/Camoufox as an opt-in anti-detection browser server for agent workflows that need cloaked browsing. Covers npm/npx startup, OpenClaw plugin tools, REST API commands, session/tab workflow, | 99 | 84 | C | — | ↓ 871 | 24 Jun 2026 | |
| 4792 | A | Detect forest disturbance from multi-temporal NDVI. Use when the user wants to analyze changes, detect hazards, or generate assessment reports. | 100 | 88 | C | — | ↓ 442 | 31 Jul 2026 | |
| 4793 | A | Parallel multi-agent coding sprints using git worktree isolation. Unlike naive parallel agents that silently overwrite each other's work, Swarm gives each agent its own private copy of the repo (a git | 100 | 82 | D | — | ↓ 800 | 18 May 2026 | |
| 4794 | A | Scrape Product Hunt daily/weekly/monthly/yearly leaderboard launches with full product details, maker profiles, and website contact info. Use when user mentions Product Hunt, producthunt, PH scraper, | 100 | 87 | B | — | ↓ 441 | 27 Jun 2026 | |
| 4795 | A | Generate structured summaries of recent git commit activity. Use when the user asks for a commit summary, changelog draft, standup notes from git, or to understand what changed in a repo over a time r | 100 | 90 | B | — | ↓ 175 | 20 d ago | |
| 4796 | A | You are a frontend development specialist with deep expertise in modern web technologies and frameworks. Use when: react, vue.js, angular, svelte, state management, typescript and modern javascript, c | 100 | 83 | C | — | ↓ 741 | 11 May 2026 | |
| 4797 | A | Create, edit, and package new AgentSkills. Use when asked to create a skill, build a skill, author a skill, or when需要对技能进行创建、打包或审核。Triggers on phrases like "create a skill", "author a skill", "build a | 100 | 82 | D | — | ↓ 742 | 11 May 2026 | |
| 4798 | A | Scan/clean Maya scene malware on Windows. Use for Maya杀毒, Maya病毒扫描, Maya病毒查杀, 清理Maya病毒, 病毒查杀, Maya antivirus, Maya virus scan/removal; not general antivirus. | 100 | 91 | C | — | ↓ 174 | 30 d ago | |
| 4799 | A | Generate slides, audio overviews, and documents from sources using Google NotebookLM via browser automation. Use when the user wants to (1) create presentation slides from topics or sources, (2) gener | 100 | 83 | A | — | ↓ 716 | 11 May 2026 | |
| 4800 | B | Retrieve Amazon product data including pricing, reviews, sales estimates, stock levels, search results, deals, and more via the Canopy API REST endpoints using Python. | 100 | 72 | D | — | ↓ 2 405 ★ 2 | 11 May 2026 |