Skill rating

Use when generating research ideas on the human-free platform by matching a research **method** to open **problems from other papers**. Each run pulls ONE method over MCP bundled with the open problem

Progressive memory management with categorized files, indexed retrieval, and survival-merge evolution. Prevents AI amnesia after context compaction. Activate when: user mentions "失忆", "记忆管理", "memory"

Run llama.cpp benchmarks on GGUF models to measure prompt processing (pp) and token generation (tg) performance. Use when the user wants to benchmark LLM models, compare model performance, test infere

Query and analyze website analytics from Plausible Analytics. Use when you need to check real-time visitors, get page views and visitor statistics for a time period, analyze traffic sources or top pag

Activate when: 'we keep debating whether to pivot or stay the course', 'I don't know what we should never change', 'is this signal or noise?', 'the market shifted — what do we hold onto?', 'we're para

Create professional Harvard-style resumes, CVs, and matching cover letters from user-provided candidate descriptions, structured data, or existing resumes. Use when the user wants a polished one-page

Hierarchical policy inheritance system for OpenClaw agents. Enables policies to be defined at organization, team, project, and session levels with automatic inheritance, override rules, and conflict r

Designs compliance management and data privacy transparency frameworks for baby and maternity product stores (e.g. baby skincare, car seats). Use when the user mentions privacy policy, consent, parent

Zhipu AI Web Search Tool - Provides flexible search engine capabilities. Use when: - Need to search web information for latest data - Need specific search engines (Sogou, Quark, Zhipu Search) - Need

Ensures AI output contains only the result, not the prompt. Use when writing code, documentation, or content where prompt instructions, rationale, or meta-commentary must not leak into the output. App

Activate when: user says 'Bayesian', 'prior', 'posterior', 'base rate', 'likelihood ratio', or 'update my belief'; someone treats 'the evidence is consistent with X' as proof of X; a high-stakes decis

Analyze ECG signals via heartvoice (心之声) API — single-lead and 12-lead. Automatically selects endpoint based on user intent and responds in the user's language. Use when user mentions ECG, 心电图, 心电分析,

Transform natural language questions into SPARQL queries for DBpedia and generate beautiful HTML results pages. Query the DBpedia knowledge graph using plain English prompts.

Search the live web through Moonshot's builtin $web_search tool and return a concise answer. Prefer this skill for OpenClaw live web search instead of calling builtin web_search directly. Use when the

Neta API creative skill — generate images, videos, songs, and MVs, and deconstruct creative ideas from existing works. Use this skill when the user wants to create or edit images/videos/songs/MVs, or

Perform mathematical calculations and unit conversions. Use when the user needs to calculate expressions, convert units (length, mass, temperature, volume, area, time), or solve math problems. Support

This skill should be used when the user asks to "convert YAML to JSON", "convert JSON to YAML", "transform YAML file", "transform JSON file", "convert config file format", or needs to switch between Y

A pure-python CLI application for manipulating PDF files. Use when needing to compress, merge, split, rotate, sign, extract images/text, or convert files to/from PDF. Commands: 2-up, booklet, cat, che

Structured framework for deep philosophical and psychological conversations. Use when exploring personal issues, existential questions, meaning-making, belief examination, or psychological patterns.

Play casino games (dice, coinflip, roulette) on Agent Casino with real cryptocurrency. Provably fair gambling API for AI agents. Use when the user wants to gamble, play dice, flip a coin, bet on roule

Structured memory system for AI agents using Notion. Use when setting up agent memory, discussing memory persistence, or helping agents remember context across sessions. Includes ACT framework databas

Migrate settings from EasyClaw into OpenClaw by locating EasyClaw desktop/runtime config files, comparing them with ~/.openclaw/openclaw.json, and safely generating or applying a selective merge. Use

Build full-stack applications after collecting project requirements. Use when user says Neo App Mode, asks to build/create/scaffold a new app, or wants React+Vite+Tailwind frontend with Node/Express/M

Customer support via Crisp API. Use when the user asks to check, read, search, or respond to Crisp inbox messages. Requires Crisp website ID and plugin token (authenticated via environment variables C

Keep an automated Instagram account out of action blocks — Meta Business Suite DMs, comments, quotas. Use when scheduling IG replies from a cron or agent. Trigger on "instagram bot", "action blocked",

Gives the agent a dedicated email address for sending and receiving email. Use when the agent needs to send email to external services, receive replies, sign up for services, handle support tickets, o

Validate PDFs against PDF/UA-1 using ua1.dev or api.ua1.dev from AI coding agents (OpenClaw, Claude Code, Codex, OpenCode). Use when an agent needs deterministic accessibility checks, compact machine-

Generate PNG/SVG charts (line, bar, hbar, pie, stacked, scatter, area) from CSV data using matplotlib. Use when the user asks to visualize tabular data, produce BI-ready chart images, or compare multi

Katelynn Lead Gen — Intelligent full-cycle lead generation, warm prospect qualification, and multi-channel outreach. Use this skill any time the user wants to find potential customers, qualify them as

Search Google via SerpAPI (Google Search, Google News, Google Local). Use when you need to search the web, find news articles, or look up local businesses. Supports country/language targeting for regi

Manage Starling Bank accounts via the starling-bank-mcp server. Check balances, list transactions, create payees, make payments, manage savings goals, and track spending. Use when the user asks about

Agent Skill for Swift architecture design and implementation patterns, with architecture-specific playbooks and review checklists. Use when designing new features, refactoring existing modules, review

Track grocery purchases and monitor food freshness using Supabase. Use when monitoring grocery orders, checking what food is expiring, logging pantry items, getting morning freshness summaries, or man

Scan and map all devices on the local network. Discovers IPs, hostnames, vendors, and device types. Tracks when devices first appeared and were last seen. Supports labeling devices with friendly names

Designs checkout “top up to free shipping” recommendation logic for high-frequency beauty stores (e.g. lipsticks, eyeshadows). Use when the user mentions free shipping threshold, add-on suggestions, c

Use the local Codex CLI through mcporter and codex-mcp-server for real coding work in the current project. Use when the user asks to build features, fix bugs, refactor code, debug failures, write or u

Hologres slow query log analysis and diagnosis skill. Use for analyzing slow queries, failed queries, query performance diagnosis, and log management in Alibaba Cloud Hologres. Triggers: "hologres sl

Project management for AI agents using markdown files. Install and use the cairn CLI to create projects, manage tasks, track status, and coordinate human-AI collaboration through a shared workspace of

Node.js project architecture standards for AI-assisted development. Enforces file splitting (<400 lines), config externalization, route modularization, and admin dashboards. Use when creating new Node

Audit Homebrew installation — outdated packages, cleanup opportunities, and health checks. Use when asked about brew updates, system maintenance, or package health on macOS.

Reviews URLSession networking code for iOS/macOS. Covers async/await patterns, request building, error handling, caching, and background sessions. Use when reviewing code that uses URLSession, URLRequ

Browser automation via Chrome AI Action (CAA) bridge. Control Chrome programmatically — navigate, click, type, screenshot, extract content, and more. Uses Puppeteer (CDP) mode. First use auto-installs

Use when the user wants to test an agent skill on a remote jump host after updating it locally. Triggers on "test skill remotely", "remote test", "远程测试 skill", "到跳板机上测试", "验证 skill 更新效果". Does NOT run

AI video generation workflow on Volcengine. Use when users need text-to-video, image-to-video, generation parameter tuning, or async task troubleshooting for video jobs.

Run a structured UI/UX heuristic review based on Nielsen's 10 usability principles for screenshots, mockups, wireframes, product pages, app screens, and design comps. Use when the user provides a UI i

Fetch meeting transcripts, summaries, and action items from Firefly AI (fireflies.ai). Use when the user asks about meetings, transcripts, meeting notes, action items, or anything related to fireflies

Use when an agent needs one universal entrypoint to discover and use the unified Clash of Coins gateway (sale + shop), choose the active protocol on the live instance (x402 or mpp), and execute purcha

Query Comulytic meetings, contacts, action items, and conversation history. Use when: user asks about meetings, notes, call summaries, contacts, pending tasks, or wants to search conversation content.

When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about," "con

Use when creating cloned voices with Alibaba Cloud Model Studio CosyVoice customization models, especially cosyvoice-v3.5-plus or cosyvoice-v3.5-flash, from reference audio and then reusing the return