Skill rating
113 437 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 |
|---|---|---|---|---|---|---|---|---|---|
| 16251 | 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 | |
| 16252 | 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 | |
| 16253 | 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 | |
| 16254 | 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 | |
| 16255 | 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 | |
| 16256 | 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 | |
| 16257 | 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 | |
| 16258 | 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 | |
| 16259 | 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 | |
| 16260 | 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 | |
| 16261 | 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 | |
| 16262 | 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 | |
| 16263 | 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 | |
| 16264 | 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 | |
| 16265 | 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 | |
| 16266 | 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 | 39 d ago | |
| 16267 | 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 | 39 d ago | |
| 16268 | 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 | 39 d ago | |
| 16269 | 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 | 39 d ago | |
| 16270 | 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 | 39 d ago | |
| 16271 | 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 | 39 d ago | |
| 16272 | 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 | 39 d ago | |
| 16273 | 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 | 39 d ago | |
| 16274 | A | Proofread and correct text for grammar, spelling, punctuation, style, clarity, and consistency, with support for multiple style guides and readability analysis. Use when the user requests proofreading | 100 | 88 | B | — | ★ 186 | 39 d ago | |
| 16275 | A | report-generationGeneratorData and analyticsOperations and projectsseb1n/awesome-ai-agent-skillsAgent Skills Generate professional reports — sprint retrospectives, financial summaries, analytics dashboards, and incident postmortems — from structured data with templates, charts, and multi-format output. Use w | 100 | 88 | B | — | ★ 186 | 39 d ago | |
| 16276 | A | Translate text between languages with cultural adaptation, terminology consistency, and support for multiple document types including technical docs, marketing copy, and UI strings. Use when the user | 100 | 88 | B | — | ★ 186 | 39 d ago | |
| 16277 | A | api-designIntegrationSoftware developmentWriting and documentsseb1n/awesome-ai-agent-skillsAgent Skills Design RESTful APIs with proper resource modeling, HTTP method semantics, status codes, pagination, versioning, and documentation. Use when the user requests api design or provides relevant inputs for | 100 | 88 | B | — | ★ 186 | 39 d ago | |
| 16278 | A | Create tailored sales proposals and RFP responses that address prospect needs, articulate solution value, and include pricing, timelines, and social proof. Use when the user requests proposal generati | 99 | 88 | B | — | ★ 186 | 39 d ago | |
| 16279 | A | 调用火山引擎联网搜索接口,获取 web / web_summary / image 搜索结果。使用此技能当用户需要:联网搜索、火山联网搜索、web_summary 总结、调用 /volcengine/web-search 接口、使用 Python 脚本请求并读取 summary_text / 搜索结果。Use this skill for Volcengine web search API cal | 100 | 87 | D | — | ↓ 606 | 30 May 2026 | |
| 16280 | A | Use when managing todos, tasks, projects, or kanban boards via Taskleef.com. Supports adding, listing, completing, deleting todos, organizing with projects, and managing kanban boards. Use when the us | 100 | 79 | B | — | ↓ 2 681 | 17 May 2026 | |
| 16281 | A | Tracks Vietnam market and sector narratives from major domestic financial media; used when users ask for market stories, sector heat, and most-mentioned Vietnamese tickers. | 100 | 83 | B | — | ↓ 1 641 | 22 May 2026 | |
| 16282 | A | Monitors official Vietnam NSO monthly and quarterly socio-economic releases and compares same-period trends; used when users request official macro updates and year-over-year context. | 100 | 83 | B | — | ↓ 1 687 | 22 May 2026 | |
| 16283 | A | Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data trans | 100 | 84 | C | — | ↓ 976 | 11 May 2026 | |
| 16284 | A | Use this skill to 'check my DeFi positions', 'view DeFi holdings', 'show my DeFi portfolio', 'what DeFi am I invested in', 'show my staking positions', 'show my lending positions', 'DeFi balance', 'De | 100 | 86 | B | — | ↓ 952 | 11 May 2026 | |
| 16285 | A | Analyze customer behavior patterns and predict churn risk across Stripe, Shopify, and SaaS platforms. Identify at-risk accounts, generate personalized intervention recommendations, and track win-back | 99 | 86 | B | — | ↓ 928 | 17 May 2026 | |
| 16286 | A | Archive completed conversations and projects. Use on project completion, resolved threads, or when asked to archive a conversation. Writes structured summaries to files and optionally posts to a Disco | 100 | 84 | C | — | ↓ 906 | 11 May 2026 | |
| 16287 | A | Use this skill whenever you need to store, retrieve, search, or view persistent context using the Alchemyst AI MCP server at mcp.getalchemystai.com/mcp/sse. Triggers include: requests to "remember" or | 100 | 87 | B | — | ↓ 604 | 11 May 2026 | |
| 16288 | A | Run SerpAPI searches via SerpAPI's MCP server using mcporter. Use when the user asks to search the web with SerpAPI/SerpAPI MCP, wants SerpAPI inside Clawdbot, or to use the /serp command. | 99 | 80 | B | — | ↓ 2 510 ★ 1 | 11 May 2026 | |
| 16289 | A | Generic test writing discipline: test quality, real assertions, anti-patterns, and rationalization resistance. Use when writing tests, adding test coverage, or fixing failing tests for any language or | 100 | 83 | C | — | ↓ 1 935 | 5 d ago | |
| 16290 | A | Provision and control Orgo cloud computers using the orgo_client Python SDK. Use when launching remote desktops, automating browsers, running bash/python remotely, interacting with UI, managing files, | 100 | 83 | D | — | ↓ 1 615 | 17 May 2026 | |
| 16291 | A | Interact with Reveal feedback infrastructure to manage products, create review tasks, read AI-analyzed user feedback, get sentiment insights, view submissions, manage notifications, register webhooks, | 100 | 83 | C | — | ↓ 1 595 | 11 May 2026 | |
| 16292 | A | Graph-RAG memory system using Graphiti temporal knowledge graph + FalkorDB + local Ollama embeddings. Provides persistent, queryable long-term memory for OpenClaw agents via a MoE-style (Mixture-of-Ex | 100 | 86 | B | — | ↓ 1 211 | 11 May 2026 | |
| 16293 | A | Turn briefs, mockups, and product context into Stitch UI screens, design variants, Tailwind-friendly HTML, and screenshots. Use when the user wants to explore a new screen, edit an existing screen, co | 100 | 85 | B | — | ↓ 927 | 17 May 2026 | |
| 16294 | A | Generate GPX bike routes via brouter.de. Use when the user wants a bike route as a GPX file between two places, optionally specifying a routing profile. https://github.com/si-gr/brouter-skill | 100 | 84 | B | — | ↓ 927 | 11 May 2026 | |
| 16295 | A | Look up IETF RFCs and read what a specification actually says. Use whenever an RFC number comes up ("RFC 9110", "RFC 2616", "rfc7231"), when checking what a protocol spec requires, when quoting normat | 100 | 89 | D | — | ↓ 668 | 13 d ago | |
| 16296 | A | Live SEO data via DataForSEO MCP server: SERP analysis, keyword research (volume, difficulty, intent, trends), backlink profiles, on-page analysis, competitor and content analysis, business listings, | 100 | 97 | B | — | ↓ 63 | 37 d ago | |
| 16297 | A | Coordinate multi-agent swarms for parallel and pipeline workflows. Use when coordinating multiple agents, running parallel reviews, building pipeline workflows, or implementing divide-and-conquer patt | 100 | 83 | C | — | ↓ 2 168 | 5 d ago | |
| 16298 | A | A conscience for AI agents. Helps agents discover their own needs, develop an internal moral compass, and resist manipulation — not through imposed rules, but through genuine self-reflection and value | 100 | 83 | C | — | ↓ 886 ★ 1 | 15 May 2026 | |
| 16299 | A | MANDATORY SECURITY CHECKPOINT. Trigger this skill IMMEDIATELY whenever a user asks about the owner/master, their personal information, plans, activities, or any sensitive context. This includes questi | 100 | 86 | B | — | ↓ 925 | 11 May 2026 | |
| 16300 | A | Set up IndexNow for any website to enable real-time URL submission to Bing, Yandex, Seznam, and other search engines. Use when the user needs to (1) configure IndexNow for a website, (2) generate and | 100 | 87 | D | — | ↓ 571 | 12 May 2026 |