Skill rating
19 101 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 |
|---|---|---|---|---|---|---|---|---|---|
| 4451 | A | Autonomous programming mode for openclaw.ai. Use this skill whenever a user requests any code change, feature addition, refactor, bug fix, or project task — especially large or multi-part requests. Th | 100 | 79 | C | — | ↓ 979 ★ 1 | 11 May 2026 | |
| 4452 | A | Knowledge exchange for AI agents. Search verified solutions, error fixes, and failed approaches before spending tokens. Zero setup -- auto-registers on first use. https://prior.cg3.io | 100 | 81 | C | — | ↓ 1 831 | 11 May 2026 | |
| 4453 | A | Geographic and geolocation APIs — Google Maps suite (premium) plus open geocoders and IP-to-location lookups.
Use this skill when: 1. Converting addresses ↔ coordinates, or coordinates ↔ place names 2 | 95 | 92 | C | — | ↓ 624 | 11 May 2026 | |
| 4454 | A | Matched filtering techniques for gravitational wave detection. Use when searching for signals in detector data using template waveforms, including both time-domain and frequency-domain approaches. Wor | 100 | 84 | C | — | ↓ 625 | 11 May 2026 | |
| 4455 | A | Real SIM-card SMS verification for AI agents via VirtualSMS MCP server.
TRIGGERS: SMS verification, OTP code, phone number, virtual number, SIM card, two-factor authentication, account verification, W | 100 | 84 | C | — | ↓ 599 | 11 May 2026 | |
| 4456 | A | Evaluate whether a skill is both safe to run and effective at its job. Use when the user wants to test, benchmark, grade, critique, audit, vet, or compare versions of a skill — phrases like "这个 skill | 100 | 92 | B | — | ↓ 199 | 34 d ago | |
| 4457 | A | Create and review Cloudflare Durable Objects. Use when building stateful coordination (chat rooms, multiplayer games, booking systems), implementing RPC methods, SQLite storage, alarms, WebSockets, or | 100 | 88 | C | — | ↓ 429 | 11 Jun 2026 | |
| 4458 | A | Adspirer — AI-powered advertising and performance marketing agent. Manage Google Ads, Meta Ads (Facebook & Instagram), LinkedIn Ads, and TikTok Ads via natural language. 100+ tools for paid media camp | 99 | 76 | C | — | ↓ 3 002 ★ 1 | 18 May 2026 | |
| 4459 | A | Autonomous AI research skill for running automated neural network experiments. This skill should be used when the user wants to set up autonomous AI research experiments, run automated neural network | 95 | 89 | B | — | ↓ 1 050 | 18 May 2026 | |
| 4460 | A | Binance trading skill for coin analysis, pump detection, and one-click trading via Telegram. Use when the user wants to analyze crypto coins, check market trends, buy/sell on Binance, monitor price pu | 96 | 89 | C | — | ↓ 1 049 | 18 May 2026 | |
| 4461 | A | AI detector and humanizer for LinkedIn and X posts. Detect AI-written text (em dashes, buzzwords, markdown artifacts) and reach-killing mistakes (engagement bait, weak hooks) before you publish, with | 100 | 84 | C | — | ↓ 735 ★ 1 | 15 Jul 2026 | |
| 4462 | A | Fetch raw JSON listing payloads from Paragon MLS. Use when debugging parser behavior, inspecting source payloads, or doing custom downstream analysis on unprocessed listing data. | 100 | 84 | B | — | ↓ 620 | 11 May 2026 | |
| 4463 | A | Common input handling for Java Maven project review workflows. Use when a Java Maven project arrives as a ZIP archive or a GitLab repository URL and you need to unpack, clone, normalize the project ro | 100 | 86 | C | — | ↓ 597 | 11 May 2026 | |
| 4464 | A | Analyze Amazon market tracks/niches for go/no-go investment decisions. Given a seed keyword, scrapes SERP, expands related keywords to map the full track landscape, scores competition intensity, estim | 100 | 85 | B | — | ↓ 675 | 29 May 2026 | |
| 4465 | A | Structured GO/NO-GO framework for validating content topics before you script or record anything. Runs audience segmentation, adoption research, saturation check, and competitive differentiation analy | 100 | 85 | B | — | ↓ 674 | 13 May 2026 | |
| 4466 | A | Detect structural macro regime transitions (1-2 year horizon) using cross-asset ratio analysis. Analyze RSP/SPY concentration, yield curve, credit conditions, size factor, equity-bond relationship, an | 100 | 85 | B | — | ↓ 619 | 11 May 2026 | |
| 4467 | A | Prepare and publish an OpenClaw AgentSkill to ClawHub. Use when a skill directory is ready and needs to be published, or when upgrading an already-published skill to a new version. Handles pre-publish | 100 | 84 | C | — | ↓ 618 | 11 May 2026 | |
| 4468 | A | Provides tools for debugging episodic memory systems including recall precision analysis, multi-modal encoding validation, indexing efficiency checks, and irrelevant recall detection for AI agents. | 100 | 84 | D | — | ↓ 618 | 11 May 2026 | |
| 4469 | A | Prepare for India's Joint Entrance Examination with progress tracking, weak area analysis, mock test strategy, and IIT/NIT targeting. | 100 | 78 | C | — | ↓ 1 152 ★ 2 | 11 May 2026 | |
| 4470 | A | You are a security auditor specializing in identifying vulnerabilities and ensuring compliance. Use when: application security, infrastructure security, code security analysis, compliance frameworks, | 99 | 87 | C | — | ↓ 642 | 11 May 2026 | |
| 4471 | A | This skill should be used when the user asks about "npm vulnerabilities", "npm audit", "fix npm security", "security vulnerabilities in packages", "vulnerable dependencies", "npm security fix", or dis | 100 | 85 | C | — | ↓ 616 | 11 May 2026 | |
| 4472 | A | 使用 DeepSeek 网页版进行互联网查询,分担大模型请求和搜索负担。当用户需要查询最新信息、一般性知识、代码问题、文本分析等,或明确说"用 DeepSeek 查一下"、"联网搜索"、"查下最新"等时触发此技能。特别地,如果提问以"ds:"或"ds:"开头,优先使用此技能。通过 Chrome DevTools MCP 控制浏览器与 DeepSeek 交互,自动检测登录状态并提示用户,保持浏览器会 | 100 | 84 | C | — | ↓ 616 | 11 May 2026 | |
| 4473 | A | Performs comprehensive workspace health checks including disk usage, file counts, skill health, large files, and empty directories with actionable recommendations. Use when checking workspace health, | 100 | 84 | D | — | ↓ 616 | 11 May 2026 | |
| 4474 | A | Subtraction-first engineering for any coding task. Channels an engineer who ships by deleting: question whether the change needs to exist (YAGNI), reuse what the codebase already has, prefer stdlib an | 100 | 90 | C | — | ↓ 327 | 3 Jul 2026 | |
| 4475 | A | Diagnose index1 environment - check Python, Ollama, models, index health. | 99 | 82 | D | — | ↓ 1 800 | 17 May 2026 | |
| 4476 | A | General workflows and best practices for exoplanet detection and characterization from light curve data. Use when planning an exoplanet analysis pipeline, understanding when to use different methods, | 100 | 84 | D | — | ↓ 614 | 11 May 2026 | |
| 4477 | A | AI-powered Minecraft server monitoring with crash detection, auto-restart, and smart alerts. Use when: monitoring Minecraft servers, diagnosing crashes, setting up auto-restart, configuring Telegram/D | 99 | 87 | C | — | ↓ 614 | 11 May 2026 | |
| 4478 | A | When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions "engineering as marketing," "free t | 100 | 89 | C | evals | ↓ 326 | 30 Jul 2026 | |
| 4479 | A | Scrape ClawHub skill pages for Security Scan (VirusTotal/OpenClaw) + Runtime Requirements + Comments for all of Oliver's local skills, and write a markdown report. | 100 | 74 | B | — | ↓ 1 970 ★ 2 | 11 May 2026 | |
| 4480 | A | IELTS exam tutoring skill using a structured "quiz → attempt → correction → review" loop. This skill should be used when the user wants to practice IELTS writing, grammar, vocabulary, or translation | 100 | 86 | B | — | ↓ 613 | 11 May 2026 | |
| 4481 | A | Triage tenant maintenance requests by severity, assign priority, identify the right contractor type, estimate costs, and generate work orders. Use when a tenant reports a maintenance issue, when revie | 100 | 84 | C | — | ↓ 613 | 11 May 2026 | |
| 4482 | A | Build, maintain, query, archive, and audit a Markdown / Obsidian knowledge Wiki continuously maintained by an LLM. Use this skill to initialize a personal knowledge base; import raw materials grouped | 100 | 82 | C | — | ↓ 1 082 | 11 May 2026 | |
| 4483 | A | Decentralized reputation and trust scoring for autonomous AI agents. Bilateral blind evaluation prevents retaliation and gaming. Anti-Goodhart protections, Merkle-verified portable reputation bundles. | 100 | 84 | D | — | ↓ 612 | 11 May 2026 | |
| 4484 | A | Audit an LLM evaluation or benchmark repo for integrity and credibility practices. Use when asked to "audit my benchmark," "is my eval trustworthy," "check my leaderboard for contamination," "review t | 100 | 89 | C | — | ↓ 324 | 45 d ago | |
| 4485 | A | Two superpowers for AI agents: a collective brain and a Base ecosystem mentor.
BRAIN: Before debugging/compiling/architecting, search for existing solutions. After solving, propose so no agent repeats | 98 | 77 | B | — | ↓ 2 877 ★ 1 | 11 May 2026 | |
| 4486 | A | Weekly memory governance audit for OpenClaw. Use when user asks to audit/optimize memory quality, reduce token overhead, verify MEMORY/TOOLS/AGENTS role boundaries, validate QMD routing quality, or ru | 100 | 79 | C | — | ↓ 957 ★ 1 | 11 May 2026 | |
| 4487 | A | Software Development Work Estimation Skill. Triggered when user mentions "work estimation", "project estimation", "effort estimation", "timeline assessment", "task breakdown", "man-hour calculation", | 100 | 85 | B | evals | ↓ 610 | 11 May 2026 | |
| 4488 | A | Lomb-Scargle periodogram for finding periodic signals in unevenly sampled time series data. Use when analyzing light curves, radial velocity data, or any astronomical time series to detect periodic va | 100 | 84 | D | — | ↓ 610 | 11 May 2026 | |
| 4489 | A | Analyze local competitors from a Google Maps CSV export. Compare ratings, reviews, digital presence, and positioning. Find market gaps and opportunities without any API calls. | 100 | 87 | C | — | ↓ 421 | 11 Jun 2026 | |
| 4490 | A | A universal 7-stage thinking engine. When a user asks any question, seeks advice, or needs analysis, this engine auto-activates: Problem Diagnosis → Model Matching → Dialogue Exploration → Hypothesis | 100 | 86 | C | — | ↓ 635 | 18 May 2026 | |
| 4491 | A | You are an intelligent invoice processing and financial document analysis specialist using proven patterns from enterprise systems (BDO. Use when: document processing, financial analysis, fraud preven | 100 | 86 | D | — | ↓ 609 | 18 May 2026 | |
| 4492 | A | Decision-ready policy and geopolitical risk analysis for founders, operators, investors, NGOs, compliance teams, public-policy teams, and leadership. Use for country risk, market-entry risk, sanctions | 100 | 79 | C | — | ↓ 1 842 | 14 May 2026 | |
| 4493 | A | Configure an OpenClaw instance to use a local OpenAI-compatible TTS backend (for example openedai-speech) with cloned voices. Use when users ask to wire local TTS, set OpenClaw to use local speech syn | 100 | 82 | C | — | ↓ 1 028 | 17 May 2026 | |
| 4494 | A | Search YouTube videos, channels, rankings, and trends through AIsa. Use when: the user needs YouTube research, competitor scouting, or content discovery. Supports video discovery and SERP-style analys | 100 | 86 | C | — | ↓ 607 | 11 May 2026 | |
| 4495 | A | Anomaly detection for AI agents. Z-score, IQR, and streaming detection. Find outliers in data instantly. Sub-millisecond response. Works on single values or full datasets. | 100 | 84 | C | — | ↓ 608 | 11 May 2026 | |
| 4496 | A | Alibaba Cloud Security Center (SAS) malicious file detection skill.
Use when the user asks to check whether a file is malicious, scan a file for malware,
detect viruses in files, or scan a directory f | 95 | 96 | B | — | ↓ 419 | 11 Jun 2026 | |
| 4497 | A | Prepare, validate, and explicitly publish TikTok content through the official Content Posting API with dry-run safety. Use when an AI agent needs setup, usage, safety boundaries, or troubleshooting fo | 100 | 84 | C | — | ↓ 632 | 11 May 2026 | |
| 4498 | A | Analyze ecommerce fulfillment notes across weight, volume, packaging, region, carrier pricing, and free-shipping policy, then turn rough order-cost data into a prioritized shipping cost reduction plan | 100 | 84 | B | — | ↓ 632 | 5 Jun 2026 | |
| 4499 | A | LYGO Prompt Implant System (LPIS) v1.1 — analyze authorized prompts locally; P0 gate, P1 vault, P3 sovereign variants, P5 advisory implant. Requires --i-authorize for ingest. Read references/SECURITY. | 100 | 91 | D | — | ↓ 486 | 13 Jul 2026 | |
| 4500 | A | Log books, track reading habits, and review reading streaks over time. Use when recording reads, maintaining goals, or analyzing genre preferences. | 100 | 82 | C | — | ↓ 1 041 | 11 May 2026 |