Skill rating
112 730 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 |
|---|---|---|---|---|---|---|---|---|---|
| 16151 | A | PostgreSQL schema design, query optimization, indexing, and administration. Use when working with PostgreSQL, JSONB, partitioning, RLS, CTEs, window functions, or EXPLAIN ANALYZE. | 100 | 83 | D | — | ↓ 1 844 | 10 d ago | |
| 16152 | A | Create KSVC-validated Twitter content from research PDFs. Content types: long threads, quick takes, breaking news, shitposts, personal commentary, victory laps. Triggers on "create content", "write th | 100 | 83 | B | — | ↓ 1 602 | 18 May 2026 | |
| 16153 | A | Generate concise, safety-aware repository orientation briefs with @builtbyecho/repo-agent-brief/agent-brief before coding-agent work, reviews, handoffs, PR analysis, unfamiliar repo edits, diff-aware | 100 | 84 | C | — | ↓ 943 | 27 May 2026 | |
| 16154 | A | Save web content (articles, videos, notes) to Obsidian vault with automatic classification, intelligent naming, and content extraction. Supports: 小红书 (Xiaohongshu), YouTube, 知乎, WeChat articles, and g | 100 | 85 | C | — | ↓ 944 | 11 May 2026 | |
| 16155 | A | Verify AI agent trust scores and reputation via Towel Protocol. Use when: checking if an agent is trustworthy before acting on their output, looking up an agent's reputation across platforms, importin | 100 | 85 | C | — | ↓ 921 | 18 May 2026 | |
| 16156 | A | Typed knowledge graph for AI agent memory. Create entities, link relations, enforce constraints. JSONL append-only storage, zero dependencies. Use when agent needs structured memory beyond flat files. | 100 | 88 | C | — | ↓ 583 | 3 Aug 2026 | |
| 16157 | A | Use when a user provides an authorized 18+ face, selfie, or portrait photo and asks for an official MogScore, mog rating, AI face rating, face score, or free Mog Rating preview through the existing Mo | 100 | 90 | C | — | ↓ 364 ★ 1 | 27 Jun 2026 | |
| 16158 | A | Prose editing, rewriting, and humanizing text for natural tone, or auditing a draft for AI tells without rewriting. Use when asked to write, rewrite, edit, humanize, proofread, fix tone, remove AI lan | 100 | 83 | D | — | ↓ 2 042 | 5 d ago | |
| 16159 | A | Connect to any REST API using the agent's built-in web_fetch. Handles authentication headers, JSON payloads, error parsing, and retries. Use when: user wants to query an API, test an endpoint, automat | 99 | 87 | C | — | ↓ 965 | 11 May 2026 | |
| 16160 | A | The most stable way to execute Stata commands, install ado packages, read help documents, and analyze data. Use when working with Stata for (1) Running do-files, (2) Installing packages from SSC/GitHu | 100 | 84 | C | — | ↓ 942 | 11 May 2026 | |
| 16161 | A | automate buyma order processing for regular daily runs and ad hoc order-range runs. use when chatgpt needs to access buyma in chrome, check or fill receipt memo numbers, download or use a provided buy | 100 | 84 | B | — | ↓ 919 | 18 May 2026 | |
| 16162 | A | Generate ecommerce product video scripts from one or more product images and optional selling points, with video handoff notes that forbid subtitles, captions, text overlays, titles, and price sticker | 100 | 87 | B | — | ↓ 613 | 25 May 2026 | |
| 16163 | A | Integrate REVEL, CADD, PolyPhen scores to predict variant pathogenicity. | 100 | 87 | B | — | ↓ 555 | 11 May 2026 | |
| 16164 | A | Control Alexa devices via VoiceMonkey API v2 - make announcements, trigger routines, start flows, and display media. | 98 | 80 | C | — | ↓ 2 525 ★ 1 | 11 May 2026 | |
| 16165 | A | Call GPT generation and OpenAI text embedding models through RunAPI using OpenAI-compatible clients. Use for chat, Responses, embeddings, streaming, tools, vision, or an existing compatibility client | 100 | 85 | D | — | ↓ 1 392 | 2 d ago | |
| 16166 | A | Quality audit for OpenClaw skill files — scores each SKILL.md on 5 dimensions (clarity, completeness, authenticity, examples, freshness), finds broken references, validates frontmatter, and generates | 100 | 84 | C | — | ↓ 940 | 11 May 2026 | |
| 16167 | A | A generic skill that provides a secure, temporary Docker sandbox for executing generated code (Python, Node.js, bash, etc.). Agents can use this to verify their code works without compromising the hos | 100 | 84 | D | — | ↓ 918 | 11 May 2026 | |
| 16168 | A | API documentation generator with API backend validation for Chinese developers (中文API文档生成器+接口验证API). Generate professional Chinese API docs from code, OpenAPI/Swagger specs, or endpoint descriptions. | 100 | 87 | B | — | ↓ 580 | 22 May 2026 | |
| 16169 | A | Read Twitter/X content (single tweet, thread, or user profile) from a URL via TwitterAPI.io. Use when a Twitter/X URL appears in conversation and you need to read its content without browser automatio | 100 | 87 | B | — | ↓ 581 | 21 May 2026 | |
| 16170 | A | Score the novelty of biological targets through literature mining and. | 100 | 87 | B | — | ↓ 553 | 11 May 2026 | |
| 16171 | A | Run ChatGPT with stronger prompts, Projects, GPTs, memory boundaries, and output QA for research, writing, analysis, and planning. | 100 | 83 | B | — | ↓ 1 552 | 11 May 2026 | |
| 16172 | A | Conventional Commits v1.0.0 branch naming, worktree naming, and commit message standards for GitHub and GitLab projects. Use when creating branches, naming worktrees, writing commits, generating commi | 100 | 85 | C | evals | ↓ 1 041 | 29 d ago | |
| 16173 | A | Automatically backup OpenClaw configuration to a private GitHub repository. Features API key sanitization, activity detection, and smart backup frequency (hourly when active, daily when inactive). One | 100 | 85 | C | — | ↓ 937 | 18 May 2026 | |
| 16174 | A | Free AI receipt generator for limo, chauffeur, rideshare, taxi, and delivery drivers. Create professional invoices in seconds via ReceAI (receai.com). Supports Uber, Lyft, black car, airport transfers | 100 | 84 | C | — | ↓ 938 | 11 May 2026 | |
| 16175 | A | Real-time stock quotes and account queries for Longbridge (长桥证券) users. Query US/HK/China stocks, account balance, and positions. Use whenever user mentions stock prices, market data, checking portfol | 100 | 85 | C | — | ↓ 894 | 11 May 2026 | |
| 16176 | A | Place live bets on Polymarket CLOB with EIP-712 signing on Polygon. Handles USDC.e approval, order submission, and position tracking. Use for Polymarket automation, live crypto betting, or prediction | 100 | 81 | D | — | ↓ 1 467 ★ 1 | 18 May 2026 | |
| 16177 | A | Multi-context memory management system for OpenClaw agents with group-isolated storage, global shared memory, workspace organization, and group-specific skills isolation. Use when initializing or mana | 100 | 83 | D | — | ↓ 873 ★ 1 | 11 May 2026 | |
| 16178 | A | Use Ask GraphQL MCP to handle Web3 and on-chain questions through GraphQL endpoints (especially SubQuery/SubGraph). Trigger by default for blockchain/Web3-related user requests (metrics, protocol acti | 100 | 87 | B | — | ↓ 550 | 11 May 2026 | |
| 16179 | A | Always use this Skill for any Alibaba Cloud DataWorks semantic analysis job or run request, including read-only and preflight requests that intentionally make no API call, such as checking whether the | 100 | 96 | A | — | ↓ 161 | 18 d ago | |
| 16180 | A | Search and manage the shared memory crystal. Use when user says "do you remember", "search memory", "remember this", "forget that", "memory status", "what do you know about", or needs to recall past d | 96 | 89 | C | — | ↓ 1 670 | 17 May 2026 | |
| 16181 | A | Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications. Use when: building RAG, vec | 100 | 83 | C | — | ↓ 1 585 | 11 May 2026 | |
| 16182 | A | LLM-powered personal wiki knowledge base system. Use this when user wants to build and maintain a persistent wiki using LLMs following the LLM Wiki pattern (karpathy/442a6bf555914893e9891c11519de94f). | 100 | 84 | C | — | ↓ 955 | 11 May 2026 | |
| 16183 | A | Personal knowledge base that captures web content (articles, tweets/threads, videos, podcasts, images, PDFs) and makes it retrievable for future conversations and writing. Use when: (1) User shares a | 100 | 86 | D | — | ↓ 932 | 17 May 2026 | |
| 16184 | A | Use this skill whenever writing frontend code that talks to a backend for database queries, authentication, file uploads, AI features, real-time messaging, or edge function calls — especially if the p | 98 | 87 | C | — | ↓ 956 | 11 May 2026 | |
| 16185 | A | Use this skill when a quantity surveyor, cost manager, owner's representative, or project estimator needs to produce a preliminary (Class D / Schematic Design level) construction cost estimate for a n | 100 | 87 | B | — | ↓ 607 | 30 May 2026 | |
| 16186 | A | Use when the user asks the agent to understand, challenge, refine, interrogate, or co-design their ideas, thoughts, proposals, strategies, plans, designs, documents, or vague intuitions. Builds a desi | 100 | 87 | A | — | ↓ 577 | 28 May 2026 | |
| 16187 | A | When the user wants to optimize URL structure, fix URL issues, or plan URL hierarchy. Also use when the user mentions "URL structure," "URL optimization," "slug," "clean URLs," "URL hierarchy," "URL p | 100 | 88 | B | — | ↓ 549 | 11 May 2026 | |
| 16188 | A | Safer end-to-end trace debugging from trace_id using Jaeger and Elasticsearch with guarded Codex analysis. Use when a user wants a trace report similar to trace-debuger but needs reduced prompt-inject | 100 | 88 | B | — | ↓ 549 | 11 May 2026 | |
| 16189 | A | Send and receive messages via Meshtastic LoRa mesh network. Use for off-grid messaging, mesh network status, reading recent mesh messages, or sending texts via LoRa radio. | 93 | 85 | C | — | ↓ 2 322 ★ 3 | 11 May 2026 | |
| 16190 | A | Use when the task is to operate Halo CLI in general, or may involve login, profiles, posts, single pages, search, plugins, themes, attachments, backups, moments, comments, or notifications. | 100 | 83 | C | — | ↓ 893 ★ 1 | 11 May 2026 | |
| 16191 | A | Manipulate CSV files from the command line — view, filter, sort, select columns, convert CSV to/from JSON, compute statistics, deduplicate, and merge files. Use when the user needs to work with CSV da | 100 | 84 | D | — | ↓ 930 | 11 May 2026 | |
| 16192 | A | Supervise a main agent so it defaults to execution, suppresses obvious permission loops, and escalates to the user only for true approvals or critical ambiguity. Use when designing, running, or auditi | 100 | 84 | C | — | ↓ 909 | 11 May 2026 | |
| 16193 | A | knowledge-graph-creationGeneratorKubernetesPostgreSQLSoftware developmentInfrastructureseb1n/awesome-ai-agent-skillsAgent Skills Build structured knowledge graphs from unstructured text by extracting entities, mapping relationships, generating graph triples, and visualizing the result. Use when the user requests knowledge graph | 100 | 88 | C | — | ★ 186 | 40 d ago | |
| 16194 | A | code-documentationIntegrationDockerWriting and documentsSoftware developmentseb1n/awesome-ai-agent-skillsAgent Skills Automatically generate clear, comprehensive documentation for codebases — including API references, inline docstrings, README files, and usage guides. Use when the user requests code documentation or | 100 | 88 | C | — | ★ 186 | 40 d ago | |
| 16195 | A | sql-query-generationGeneratorData and analyticsSoftware developmentseb1n/awesome-ai-agent-skillsAgent Skills Generate SQL queries from natural-language requirements using SELECT, JOIN, GROUP BY, window functions, CTEs, and subqueries. Use when the user needs a new query from a business question or schema; us | 100 | 88 | C | — | ★ 186 | 40 d ago | |
| 16196 | A | Design, implement, and validate reproducible machine-learning pipelines spanning data preparation, training, evaluation, registry, and deployment gates. Use when the user requests an ML pipeline, need | 100 | 88 | A | — | ★ 186 | 40 d ago | |
| 16197 | A | Create clear, effective charts and dashboards from structured data using matplotlib, seaborn, and plotly. Use when the user requests data visualization or provides relevant inputs for this workflow. | 100 | 88 | B | — | ★ 186 | 40 d ago | |
| 16198 | A | fact-checkingAnalyzerData and analyticsWriting and documentsseb1n/awesome-ai-agent-skillsAgent Skills Verify the accuracy of claims and statements by extracting individual assertions, identifying authoritative sources, cross-referencing evidence, and assigning confidence-scored verdicts. Use when the | 100 | 88 | B | — | ★ 186 | 40 d ago | |
| 16199 | A | meeting-transcriptionGeneratorWriting and documentsOperations and projectsseb1n/awesome-ai-agent-skillsAgent Skills Transcribe meeting audio with speaker diarization, generate structured summaries with action items, decisions, and follow-ups, and support multiple audio formats and languages. Use when the user reque | 100 | 88 | B | — | ★ 186 | 40 d ago | |
| 16200 | A | Plan, execute, document, and retest authorized security assessments of AI agents and multi-agent workflows using safe adversarial cases, synthetic identities, canaries, and evidence-based findings. Us | 98 | 90 | B | — | ★ 186 | 40 d ago |