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 |
|---|---|---|---|---|---|---|---|---|---|
| 4101 | A | Transit Least Squares (TLS) algorithm for detecting exoplanet transits in light curves. Use when searching for transiting exoplanets specifically, as TLS is more sensitive than Lomb-Scargle for transi | 100 | 84 | D | — | ↓ 631 | 11 May 2026 | |
| 4102 | A | Review AI-authored code for its characteristic failure modes — plausible-but-wrong logic, hallucinated APIs, over-engineering, dead scaffolding, and silent security shortcuts. Use when reviewing an AI | 100 | 78 | C | — | ★ 1 369 | 15 h ago | |
| 4103 | A | Review a design, PR, or feature for security issues before it ships. Use when asked to do a security review, security-review a change/PR, or check a feature for vulnerabilities. Produces a structured | 96 | 83 | B | — | ★ 1 369 | 15 h ago | |
| 4104 | A | chrome-extension-maintainerProcedurePlaywrightData and analyticsSoftware developmentClawHubAgent Skills Release-gate and maintenance workflow for Chrome extensions covering Chrome Web Store policy, MV3, privacy, permissions, SEO/GEO, analytics triage, browser E2E evidence, i18n, packaging, and green/yel | 100 | 88 | C | — | ↓ 434 | 11 Jun 2026 | |
| 4105 | 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 | — | ↓ 984 ★ 1 | 11 May 2026 | |
| 4106 | A | Receive-only email addresses for AI agents via aiemailservice.com. Use when an agent needs to sign up for a service, receive verification codes/OTPs, get password reset links, or read incoming emails. | 98 | 84 | D | — | ↓ 1 860 | 18 May 2026 | |
| 4107 | A | Browser automation with human-like behavior. Use when: sites require JavaScript, login sessions, form filling, clicking, scrolling, or complex interactions. Simulates real user behavior to avoid bot d | 100 | 83 | C | — | ↓ 1 063 | 11 May 2026 | |
| 4108 | A | Use when managing Maven dependencies, resolving dependency conflicts, configuring BOMs, or optimizing dependency trees in Java projects. | 100 | 84 | C | — | ↓ 628 | 11 May 2026 | |
| 4109 | A | 智能文件整理 | Smart File Organizer. 自动整理文件和文件夹 | Auto organize files and folders. 查找重复、建议结构、清理 | Find duplicates, suggest structure, cleanup. 触发词:整理文件、file organizer、清理. | 100 | 84 | D | — | ↓ 654 | 11 May 2026 | |
| 4110 | A | Find H1B / H-1B sponsor companies, visa sponsorship employers, and sponsor history for US jobs. | 100 | 83 | B | — | ↓ 1 059 | 11 May 2026 | |
| 4111 | 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 | — | ↓ 602 | 11 May 2026 | |
| 4112 | 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 | — | ↓ 624 | 11 May 2026 | |
| 4113 | 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 | — | ↓ 431 | 11 Jun 2026 | |
| 4114 | 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 | — | ↓ 623 | 11 May 2026 | |
| 4115 | A | Reconcile recent Claude Code and Codex sessions for one project, create a local evidence packet, and maintain a small curated progress ledger both harnesses can read. Use for cross-agent handoffs, res | 100 | 92 | C | — | ↓ 131 | 12 d ago | |
| 4116 | A | Preserve durable context from conversations and completed work by routing commitments, evidence, decisions, preferences, and project state to their canonical Git-backed records. Use when the user asks | 100 | 92 | C | — | ↓ 131 | 12 d ago | |
| 4117 | 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 | — | ↓ 1 052 | 18 May 2026 | |
| 4118 | A | Run Google Lens or reverse-image search from an image. Do not use for text-only Google Images queries. | 100 | 86 | B | — | ↓ 793 | 17 d ago | |
| 4119 | A | Use this skill whenever the user needs to search, aggregate, or investigate centralized logs in VMware VCF Operations for Logs (formerly Aria Operations for Logs / vRealize Log Insight) — the applianc | 95 | 93 | B | — | ↓ 1 631 | 3 d ago | |
| 4120 | A | Turn any design style into a polished HTML slide deck and export it as a high-quality PDF. Triggers when users say things like "make me a nice PPT", "create slides based on X style", "build a deck", " | 99 | 86 | C | — | ↓ 646 | 11 May 2026 | |
| 4121 | A | Use Notnative MCP server for complete AI assistant integration with notes, calendar, tasks, Python, canvas, and permanent memory. This skill provides persistent memory across conversations - ALWAYS us | 95 | 86 | C | — | ↓ 3 072 | 18 May 2026 | |
| 4122 | A | 渲染 Mermaid 图表。当用户需要可视化展示流程图、时序图、类图、饼图、Git分支图等图表时使用。支持两种输出模式:1) 终端 ASCII 文本输出(默认);2) 图片文件导出(指定 --image/--png 参数)。触发场景包括"画个流程图"、"生成时序图"、"渲染Mermaid图表"、"导出图表为图片"等。 | 100 | 84 | D | — | ↓ 619 | 11 May 2026 | |
| 4123 | A | MiniMax Music 2.6 generation on PoYo / poyo.ai via `https://api.poyo.ai/api/generate/submit`; use for `minimax-music-2.6`, complete music tracks, lyrics, lyrics optimization, instrumental mode, audio | 100 | 90 | B | — | ↓ 328 | 6 Jul 2026 | |
| 4124 | 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 | — | ↓ 328 | 3 Jul 2026 | |
| 4125 | A | Diagnose index1 environment - check Python, Ollama, models, index health. | 99 | 82 | D | — | ↓ 1 808 | 17 May 2026 | |
| 4126 | A | Build, debug, and optimize CesiumJS 3D globe apps, including viewer setup, terrain/imagery, 3D Tiles, GeoJSON/CZML loading, camera control, picking, entity styling, and performance tuning. Use when th | 100 | 83 | C | — | ↓ 1 143 | 11 May 2026 | |
| 4127 | A | Build relationship-focused matchmaking rooms on NDAI Zone by collecting user criteria, compiling detailed private `instructions` for `/rooms/create` and `/rooms/{room_id}/join`, and routing requests d | 100 | 84 | B | — | ↓ 706 | 19 May 2026 | |
| 4128 | A | Initialize and manage Alibaba Cloud SDK clients in Python. Covers singleton pattern, thread safety, endpoint vs region configuration, VPC endpoints, async mode, and file upload APIs. Use when the user | 100 | 84 | D | — | ↓ 617 | 11 May 2026 | |
| 4129 | A | Drive the Skills Manager CLI (`skm`) to initialize the hub, adopt unmanaged skills, list/enable/disable skills per AI tool, and doctor/fix symlink sync. Use whenever the user or an agent needs to mana | 100 | 92 | B | — | ↓ 197 | 24 d ago | |
| 4130 | A | Integration with P-API for WhatsApp automation. Use to send messages (text, image, video, audio, documents), interactive messages (buttons, lists, carousel, polls), manage WhatsApp instances, groups, | 100 | 75 | C | — | ↓ 2 881 ★ 1 | 11 May 2026 | |
| 4131 | 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 | — | ↓ 2 896 ★ 1 | 11 May 2026 | |
| 4132 | A | Control Varie Workstation sessions (Claude Code multi-session orchestration). Use when: (1) user wants to work on / start / resume a coding project, (2) checking session status, (3) sending commands t | 100 | 83 | B | — | ↓ 1 059 | 17 May 2026 | |
| 4133 | A | Mandatory coding discipline rules that prevent common AI coding anti-patterns. MUST be loaded for ALL code writing, editing, reviewing, bug fixing, and testing tasks. Trigger on: writing code, editing | 100 | 84 | B | — | ↓ 638 | 28 May 2026 | |
| 4134 | A | Coach Pybricks and LEGO robot debugging through evidence, one-variable tests, and observable pass/fail checks. | 100 | 89 | A | — | ↓ 324 | 27 Jul 2026 | |
| 4135 | 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 | — | ↓ 1 032 | 17 May 2026 | |
| 4136 | A | Search Google Trends for keyword interest and trend data. Do not use for general Google web search. | 100 | 86 | C | — | ↓ 776 | 17 d ago | |
| 4137 | A | Search Google Patents for patent records. Do not use for Google Scholar papers or general web results. | 100 | 86 | B | — | ↓ 775 | 17 d ago | |
| 4138 | A | Operate the saizeriya.js command-line interface on behalf of a user. Use when the user wants an AI agent to start or resume a Saizeriya mobile-ordering session, inspect session state, look up item cod | 100 | 84 | B | — | ↓ 607 | 11 May 2026 | |
| 4139 | A | Use when configuring Maven plugins, setting up common plugins like compiler, surefire, jar, or creating custom plugin executions. | 100 | 84 | D | — | ↓ 608 | 11 May 2026 | |
| 4140 | A | clean-closed-issue-worktreesAnalyzerGitHubGitLabSoftware developmentInfrastructureClawHubAgent Skills Safely audit and remove Git worktrees linked to closed GitHub or GitLab issues. Use when scanning worktrees, verifying issue/PR/MR state, estimating space savings, or cleaning completed work. | 100 | 92 | C | — | ↓ 194 | 19 d ago | |
| 4141 | A | API connector for AetherLang Omega — execute 10 Karpathy-inspired agent node types (plan, code_interpreter, critique, router, ensemble, memory, tool, loop, transform, parallel) via the hosted AetherLa | 100 | 74 | C | — | ↓ 2 026 ★ 2 | 17 May 2026 | |
| 4142 | A | Android APK 逆向工程工具集,支持反编译、修改和重新打包。使用场景:(1) 反编译 APK 查看 Smali/Java 源码 (2) 分析应用架构和权限 (3) 修改 UI 文本、功能、逻辑 (4) 重新打包并签名 APK (5) 提取字符串、权限、组件等信息。触发词:反编译 APK、逆向 Android 应用、修改 APK、分析 DEX、Smali 编辑、APK 签名、Android | 100 | 79 | D | — | ↓ 1 048 ★ 1 | 11 May 2026 | |
| 4143 | A | Study another AI agent, coding CLI, or assistant codebase and extract transferable patterns into concrete local improvements. Use when asked to learn from Claude Code, Codex, Gemini CLI, Cursor, or an | 100 | 87 | B | — | ↓ 418 | 11 Jun 2026 | |
| 4144 | A | Enumerates CloudCreate.ai (https://cloudcreate.ai) in-browser tool capabilities and builds shareable links with locale (en/zh) for production or self-hosted local dev (same paths on http://127.0.0.1, | 100 | 86 | C | — | ↓ 630 | 11 May 2026 | |
| 4145 | A | Execute/build/implement a project strictly from an existing masterplan (the output of masterplan-builder, typically at docs/masterplan/masterplan.md in the project directory). Use whenever the user wa | 100 | 90 | B | — | ↓ 321 | 25 Jul 2026 | |
| 4146 | A | Extend uploaded audio on PoYo / poyo.ai via `https://api.poyo.ai/api/generate/submit`; use for `upload-and-extend-audio`, audio continuation, uploaded music extension, continuation timing, custom para | 100 | 90 | B | — | ↓ 321 | 6 Jul 2026 | |
| 4147 | A | Scrape any URL and get structured data back. Amazon product pages and search results are automatically parsed into clean JSON (title, price, rating, BSR, reviews, search rankings). API access provided | 100 | 84 | B | — | ↓ 657 | 28 May 2026 | |
| 4148 | A | Use when asked to find bugs, hunt for correctness issues, sweep a codebase for defects, or verify a repo behaves as intended. Not for style or architecture review; this is defect-finding only. | 100 | 88 | C | — | ↓ 464 | 15 Jun 2026 | |
| 4149 | A | Transform uploaded audio into a new music style on PoYo / poyo.ai via `https://api.poyo.ai/api/generate/submit`; use for `upload-and-cover-audio`, audio cover generation, style transformation, custom | 100 | 90 | B | — | ↓ 320 | 6 Jul 2026 | |
| 4150 | A | Search Google Images for image results. Do not use for Google Lens reverse-image search or general web results. | 100 | 86 | B | — | ↓ 769 | 17 d ago |