Skill rating
19 065 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 |
|---|---|---|---|---|---|---|---|---|---|
| 17901 | B | Use when identifying seminal papers in a research field, mapping research lineage and intellectual heritage, discovering related work through reference tracking, or finding potential collaborators thr | 95 | 76 | F will not run | — | ↓ 845 | 11 May 2026 | |
| 17902 | C | 100 | 0 | C | — | ↓ 329 | 2 Jul 2026 | ||
| 17903 | A | Help users with Validated demand: Tax preparers and taxpayers need practical help organizing income statements, receipts, deductions, estimated taxes, and handoff checklists before filing or sending r | 100 | 74 | F will not run | — | ↓ 328 | 22 Jun 2026 | |
| 17904 | C | 100 | 0 | D | — | ↓ 326 | 20 Jun 2026 | ||
| 17905 | A | Use when code review feedback arrives - from a human reviewer, a bot, or a review agent - before implementing any of it. Especially when the feedback is partly unclear, technically questionable, or co | 100 | 74 | F will not run | — | ↓ 326 | 19 Jun 2026 | |
| 17906 | C | 100 | 0 | D | — | ↓ 325 | 20 Jun 2026 | ||
| 17907 | A | 大模型AI智能检测。交互式引导用户明确检测场景(如明厨亮灶、安全生产、消防安全、门店巡检、周界安防),从52个免底库算法清单中推荐适配算法(不含需底库的比对类算法),支持对本地图片/图片URL/摄像头设备抓图(配合 jf-open-pro-capture 技能)调用算法分析并输出结构化检测报告。Use when the user mentions 明厨亮灶、AI检测、算法调用、图片分析、摄像头智能 | 100 | 77 | F will not run | — | ↓ 128 | 15 d ago | |
| 17908 | C | 100 | 0 | D | — | ↓ 322 | 20 Jun 2026 | ||
| 17909 | A | Generate, validate, compare, or explain HSB HOLOLINK_def.svh macros. Do not use for FPGA_top.sv wrappers or packetizer-only derivation. Generation runs bundled Python scripts locally through shell com | 100 | 76 | F will not run | — | ↓ 320 | 43 d ago | |
| 17910 | A | Dynamic DNS updater for self-hosted / homelab / edge devices. Detects the device's
public IPv4 and IPv6 addresses via public APIs (ipify, ifconfig.me, icanhazip),
compares them against the last-known | 100 | 74 | F will not run | — | ↓ 318 | 5 Jul 2026 | |
| 17911 | B | Deep Research Suite - One command to aggregate, analyze, and synthesize research from multiple sources. Search → Extract → Summarize → Report. | 100 | 68 | F will not run | — | ↓ 862 | 11 May 2026 | |
| 17912 | B | Detects common LLM coding agent artifacts across four categories (tests, dead code, abstraction, style) over the project or changed files — using parallel subagents when the agent supports them, other | 100 | 70 | F will not run | — | ↓ 535 | 1 Jun 2026 | |
| 17913 | A | Prepare, safety-review, version, commit, and publish local Codex skills through a GitHub-backed release flow and ClawHub CLI. Use when the user asks to host, publish, release, update, package, audit, | 100 | 74 | F will not run | — | ↓ 317 | 3 Jul 2026 | |
| 17914 | C | 100 | 0 | D | — | ↓ 316 | 20 Jun 2026 | ||
| 17915 | A | Evaluate whether an existing hot path is a credible NVIDIA Warp candidate. Use for irregular or spatial queries, particle or geometry simulation, branch-heavy loops, many small launches, host fallback | 100 | 76 | F will not run | — | ↓ 312 | 33 d ago | |
| 17916 | A | Help users with Validated demand: Founders and builders need a repeatable way to turn rough product ideas into validated plans, prototypes, and user-facing positioning. This requirement is supported b | 100 | 74 | F will not run | — | ↓ 312 | 20 Jun 2026 | |
| 17917 | A | Exports sanitized metadata, parameters, reproducibility details, quality metrics, and optional review artifacts from Medical AI inference runs or evidence packs to MLflow. Use after inference, includi | 95 | 82 | F will not run | — | ↓ 309 | 15 d ago | |
| 17918 | B | Haven Star Chart v2 portal training — gate, validate, propose submissions with human consent. Skill scripts use allowlisted in-process imports only (no subprocess). P0, math resonance, graph checks, i | 100 | 72 | F will not run | — | ↓ 503 | 12 Jul 2026 | |
| 17919 | A | Turn interview notes into a structured candidate scorecard and hire recommendation. Use when asked to write an interview scorecard, a candidate evaluation, an interview debrief, or to summarize feedba | 100 | 76 | F will not run | — | ↓ 301 | 16 Jul 2026 | |
| 17920 | A | PIPL 运行时护栏 (pipl-guard) v1.0.0。
在 AI 应用的输入/输出链路中实时检测个人信息,按风险分级
执行脱敏或阻断,供 Agent 主动调用。区别于事后审计,这是事中防护。
Use when: 需要在 Agent 处理用户输入或返回结果前,实时拦截/脱敏
个人信息;防止敏感数据流入大模型或被输出泄露;为 AI 应用加装
符合《个人信息保护法》的运行时护栏。
核心能力: | 100 | 75 | F will not run | — | ↓ 300 | 29 Jul 2026 | |
| 17921 | C | 100 | 0 | D | — | ↓ 197 | 36 d ago | ||
| 17922 | B | Use when the user asks to "optimize entity presence", reconcile an entity identity, or update canonical Knowledge Graph facts; audits and maintains machine-facing identity, sameAs, schema, disambiguat | 100 | 72 | F will not run | — | ↓ 485 | 24 Jul 2026 | |
| 17923 | B | Audit a multi-card wallet for overlap, gaps, and total annual cost. Given a list of cards the user holds, identifies redundant benefits, uncovered spend categories, and net fee burden. Use when the us | 100 | 68 | F will not run | — | ↓ 873 | 37 d ago | |
| 17924 | B | When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of mo | 100 | 72 | F will not run | — | ↓ 311 | 30 Jul 2026 | |
| 17925 | D | 95 | 0 | C | — | ↓ 767 | 11 May 2026 | ||
| 17926 | B | Audit locally installed skills against ClawHub: detect version drift, find new publish candidates, review security flags, and triage ownership conflicts. Use when: reviewing whether published skills n | 100 | 68 | F will not run | — | ↓ 790 | 21 May 2026 | |
| 17927 | B | Discover real user demand from public online sources and turn validated opportunities into reviewed, publishable Skill packages. Use when a team wants to scan recent market signals, score demand, remo | 100 | 72 | F will not run | — | ↓ 363 | 25 Jun 2026 | |
| 17928 | B | OpenClaw update check and upgrade assistant. Triggers on phrases like "check for updates", "any new version", "is openclaw updated", "run the update", "confirm update", "upgrade openclaw". Two modes: | 95 | 74 | F will not run | — | ↓ 716 | 11 May 2026 | |
| 17929 | B | Reviews Rust code for ownership, borrowing, lifetime, error handling, trait design, unsafe usage, and common mistakes. Use when reviewing .rs files, checking borrow checker issues, error handling patt | 100 | 64 | F will not run | — | ↓ 1 259 | 1 Jun 2026 | |
| 17930 | B | ClawSec suite manager with embedded advisory-feed monitoring, cryptographic signature verification, approval-gated malicious-skill response, and guided setup for additional security skills. | 94 | 61 | F will not run | — | ↓ 12 250 ★ 8 | 14 Jul 2026 | |
| 17931 | A | Analyzes article structure, identifies positions requiring visual aids, generates illustrations with Type × Style two-dimension approach. Use when user asks to "illustrate article", "add images", "gen | 100 | 90 | F will not run | — | — | 10 Jul 2026 | |
| 17932 | A | When the user wants to plan, map, or restructure their website's page hierarchy, navigation, URL structure, or internal linking. Also use when the user mentions "sitemap," "site map," "visual sitemap, | 100 | 94 | F will not run | evals | — | 10 Jul 2026 | |
| 17933 | A | Analyzes article structure, identifies positions requiring visual aids, generates illustrations with Type × Style two-dimension approach. Use when user asks to "illustrate article", "add images", "gen | 100 | 90 | F will not run | — | — | 10 Jul 2026 | |
| 17934 | A | Research high-performing YouTube videos in a niche using TubeLab's outlier detection API.
Identifies outlier videos, analyzes top 3 relevant videos with AI, and generates reports with actionable hook | 100 | 90 | F will not run | — | — | 10 Jul 2026 | |
| 17935 | A | Optimize content for AI Overviews (formerly SGE), ChatGPT web search, Perplexity, and other AI-powered search experiences. Generative Engine Optimization (GEO) analysis including brand mention signals | 100 | 91 | F will not run | — | — | 10 Jul 2026 | |
| 17936 | B | Use when diagnosing KWDB incidents from logs, metrics, or system evidence, especially crashes, OOM, slow SQL, restarts, and cluster-wide availability symptoms. | 100 | 72 | F will not run | — | ↓ 628 | 19 d ago | |
| 17937 | B | Your AI Founder Partner for building and scaling startups — diagnose your stage, run hypothesis experiments, make pricing decisions, design growth loops, and ship weekly execution reviews. | 95 | 74 | F will not run | — | ↓ 718 | 11 May 2026 | |
| 17938 | B | 个人知识库(LLM Wiki)操作 skill。
当用户提到以下意图时触发:
- Ingest:处理新内容、更新知识库、"处理IMA新内容"、"处理印象笔记"、"处理raw里的文件"、"帮我ingest"
- Query:查 wiki、"wiki里有没有关于XX"、"从知识库里找XX"
- Lint:整理wiki、"检查知识库"、"清理一下wiki"
- Visualize:可视化知识图谱、"看看 | 100 | 68 | F will not run | — | ↓ 806 | 20 Jul 2026 | |
| 17939 | B | People-operations assistant covering the full employee lifecycle — recruiting, onboarding, performance reviews, compensation analysis, org planning, policy lookup, and people reporting. Use for any HR | 100 | 69 | F will not run | — | ↓ 481 | 8 Jun 2026 | |
| 17940 | A | Use when the user wants a concise daily or weekly site/growth standup from TrustGrowth history when connected or from validated available evidence and repository artifacts otherwise. | 100 | 75 | F will not run | — | ↓ 161 | 13 d ago | |
| 17941 | D | 93 | 0 | D | — | ↓ 1 165 | 11 May 2026 | ||
| 17942 | B | Claw Deep Research — 自动迭代深度研究。Turn your AI agent into a real research assistant with multi-phase iterative search, contradiction mining, cross-verification, and structured reports. Zero extra API keys | 100 | 67 | F will not run | — | ↓ 724 | 14 May 2026 | |
| 17943 | D | 95 | 0 | D | — | ↓ 698 | 11 May 2026 | ||
| 17944 | B | Instantly analyze markdown articles, generate prompts, and seamlessly insert AI illustrations with zero configuration required. Supports Pollinations API (zero-config) with graceful fallback to Huggin | 100 | 67 | F will not run | — | ↓ 690 | 11 May 2026 | |
| 17945 | B | 鲁班(Luban)——Skill打磨工坊。把一个"能用的Skill"打磨成"能被理解、能被安装、能被传播、能被验证、能持续进化"的公共Skill资产。
方法论是工匠式的五个动作:验料(先挑战这个Skill的前提是否成立,不值得雕的料直说)、访行(联网寻找同类Skill,看清自己在生态里站什么位置)、过尺(结构、实测、活体三把尺一起量——活体指拉真实运行产物对账,绿色的CI会撒谎)、慢刨(冻结原版做 | 100 | 71 | F will not run | — | ↓ 465 | 11 Jun 2026 | |
| 17946 | B | Use when creating forest plots for meta-analyses, visualizing effect sizes across studies, or generating publication-ready meta-analysis figures. Produces high-quality forest plots with confidence int | 95 | 76 | F will not run | — | ↓ 702 | 11 May 2026 | |
| 17947 | A | Use when the user asks about AI visibility, GEO/AEO, AI Overview citations, LLM brand mentions, llms.txt, or AI crawler access. Assesses whether AI answer engines can reach, use, and cite a site. Open | 100 | 78 | F will not run | — | ↓ 90 | 13 d ago | |
| 17948 | A | Use when a user asks what Atlas Flight Booking can do, wants to authorize Atlas, search or compare flights using exact or flexible dates and time preferences, verify a current fare, choose baggage or | 98 | 78 | F will not run | — | ↓ 223 | 27 d ago | |
| 17949 | B | Use when the user asks to "map our positioning", "name our competitive alternatives", or "pick a beachhead segment for the launch"; produces a Dunford-style positioning canvas — named competitive alte | 100 | 70 | F will not run | — | ↓ 923 | 24 Jul 2026 | |
| 17950 | B | Analyze electricity, water, and gas bills to detect anomalies, compare usage, forecast costs, and suggest savings. | 100 | 71 | F will not run | — | ↓ 1 393 | 32 d ago |