Skill rating

Fetch, analyze, and visualize WHOOP wearable health data via the WHOOP Developer API v2. Use when the user wants to connect their WHOOP band, retrieve recovery scores, HRV, sleep performance, strain,

Launch background Clawdbot sessions to explore and analyze business ideas. Say 'Idea: [description]' to trigger. Fork of 'idea' skill rewritten to use sessions_spawn instead of claude CLI + tmux + tel

Plan and execute authorized Metasploit assessments for OpenClaw tasks with repeatable workflows, including target triage, exploit module selection, option tuning, .rc generation, controlled execution,

Store, verify, and manage AI data on the Ethereum blockchain (Base network) using the ERCData standard. Use when an agent needs to store data fingerprints on-chain, verify data integrity, create audit

Verify whether named OpenClaw agents actually received formal task assignments and replied with execution status, using transcript-backed audit checks. Use when auditing real delegation, confirming as

Conduct comprehensive research independently. Find information, analyze sources, synthesize findings, and create detailed reports without human guidance.

Auto-improve any OpenClaw skill using Karpathy's autoresearch loop. Runs skill repeatedly against test inputs, scores against a yes/no checklist, makes one targeted change, keeps if better, reverts if

Audit and slim down always-loaded context files (AGENTS.md, TOOLS.md, USER.md, MEMORY.md, HEARTBEAT.md, SOUL.md, IDENTITY.md). Use when asked to reduce token usage, audit context files, optimize conte

This skill should be used when the user asks to test OpenClaw recovery readiness, rehearse backup/restore, run a disaster-recovery drill, validate operator recovery playbooks, check restore confidence

Use when the user asks to create, improve, fix, or audit a README.md file, score their README, document an open source project, or set up new project docs. Provides 8-dimension 0-100 quality scoring,

Agent 执行循环控制。当 agent 提前停止、偏离任务、或在 headless 模式下需要执行控制时使用。不适用于工具重试（用 tool-governance）。参见 context-memory（阶段边界 handoff）、quality-verification（编辑后检查）。

Literature review paper writing assistant — guides you through the full lifecycle: (1) Systematic search using PICO/Boolean/MeSH frameworks across arXiv, Semantic Scholar, OpenAlex, CrossRef & PubMed;

Fetch and analyze peer reviews from OpenReview for any academic paper. Use this skill when the user mentions OpenReview, asks about reviews for a paper, wants a review summary or synthesis, provides a

Comprehensive US stock analysis including fundamental analysis (financial metrics, business quality, valuation), technical analysis (indicators, chart patterns, support/resistance), stock comparisons,

Measure and verify AI agent autonomy using the Agentic Verifiable Independence (AVI) framework. Use when agents need to assess their own autonomy, verify other agents' independence levels, or generate

Screen and evaluate resumes against criteria using ZhiPu GLM-V multimodal model. Reads multiple resume files (PDF/DOCX/TXT), compares against user-defined screening criteria, and outputs a Markdown ta

Execute real-world e-commerce purchases autonomously with escrow protection and cryptographic proof. Use when: User requests a physical purchase (Amazon, retail), budget is specified, escrow funds are

This skill should be used when the user asks to reduce OpenClaw token spend, audit model and cron cost risk, prevent denial-of-wallet incidents, add budget guardrails, review expensive agent defaults,

Audit Telegram Mini App projects for launch safety before connecting bot tokens or public channels. Use when Codex needs to review a Telegram WebApp/Mini App, TMA frontend, FastAPI/Node backend, BotFa

Deep web research with multi-round search, cross-verification, and structured reports with citations. Enhances web_search and web_fetch into a full research workflow. Use when: user asks to research a

Structured, multi-dimensional company investment research framework for AI agents and human analysts. Provides a 10-part checklist (moat, tech, market, customers, growth, financials, geography, govern

End-of-session knowledge cleanup with OCD-level rigor — reconciles project docs (CLAUDE.md, README.md, docs/) and agent memory against the code, and audits whether the workspace's own rules are being

Analyze customer reviews, complaints, and feedback to find repeat patterns, likely root causes, and action priorities. Use when teams need to cluster complaints, separate product issues from messaging

Analyze images/videos and generate professional prompts for text-to-image and text-to-video AI tools (Midjourney, Stable Diffusion, DALL-E, Sora, Runway, Kling, Pika). Use when the user wants to gener

Personal accountability system for the Lofy AI assistant — morning briefings, evening reviews, weekly reports, goal tracking, habit monitoring with streak counting, and adaptive nudge logic. Use when

Extract document structure, text, tables, and figures from documents using Azure Content Understanding prebuilt-layout analyzer. Converts PDF, images, Office docs into Markdown and structured JSON. Us

Analyze Binance USDT-margined perpetual futures symbols with public futures market data only and return a structured market analysis report with a clear BUY, SELL, or HOLD recommendation without placi

Low-level docx format tool for AI document review. Three operations: (1) read docx → output compact Markdown or JSON; (2) apply edits JSON back to docx (tracked revisions and comments); (3) finalize (

Audit OpenClaw scheduler token usage for cron jobs, scheduled tasks, and heartbeat sessions. Use when the user wants to know which scheduled job is expensive, which cron is burning the most tokens, wh

Standardized templates for periodic reports, system audits, revenue tracking, and progress logs. All output goes to workspace/artifacts/ directory. Use when: generating periodic reports, system audit

Automated UX/usability audit for web applications. Use when the user wants to evaluate usability, accessibility, or UI consistency of a web app; mentions "usability audit", "UX review", "UI inspection

Activate when: user asks "will our margins improve as we grow?", "do we need scale to compete?", "why does our competitor charge less than us?", analyzing whether a business model has a cost advantage

Enforce contextual permission boundaries for AI agents based on communication surface. Constrains agent capabilities (exec, file I/O, secrets, messaging) by channel trust level rather than message con

Evaluate candidate-job fit using OpenJobs AI. Grade a single CV against a job description or bulk-grade multiple candidates and rank them by match score.

Comprehensive research grounded in web data with explicit citations. Use when you need multi-source synthesis—comparisons, current events, market analysis, detailed reports.

Test-driven behavioral verification for AI agents. Catches silent degradation when agent loads memory but doesn't apply learned behaviors. Use when building agent with persistent memory, testing after

Plan, generate, source, normalize, and validate cohesive visual game assets. Use for art direction, style bibles, sprites, tilesets, backgrounds, UI art, icons, textures, concept art, or 3D asset brie

Job search automation for the Lofy AI assistant — application tracking, resume tailoring to job descriptions, interview prep with company research, follow-up management with draft emails, and pipeline

Multi-model OCR benchmark and comparison tool. Run OCR on images using Claude (Opus/Sonnet/Haiku via Bedrock), Gemini (Pro/Flash via Google AI Studio), and PaddleOCR (optional). Compare accuracy again

Thesis-driven equity and options trading analyst. Use when: (1) evaluating a trade idea before entering a position, (2) analyzing options pricing via IV vs Historical Volatility, (3) planning earnings

AutoML 自动化机器学习技能 | Automated Machine Learning Skill. 基于 PyCaret 进行低代码机器学习建模，支持分类、回归、聚类、异常检测、时间序列预测、自然语言处理和关联规则挖掘等任务。 未来将集成更多 AutoML 库（如 AutoGluon、FLAML 等）。 当用户需要快速构建机器学习模型、自动化模型选择、超参数调优、模型集成、特征工程或进行 A

Analyze Bilibili AI-generated videos to extract/reverse-engineer prompts for imitation and replication. Extracts frames, extracts subtitles, generates detailed ComfyUI/Seedance-format prompts with key

Build automated blockchain analysis workflows on K3 — from natural language requests to deployed, running automations that fetch on-chain data, analyze it with AI, and deliver insights via email, Tele

Analyze contraction JSON and baby log JSON to assess mum's labour/contraction situation and baby's feeding and diaper status. Use when the user provides (or references) contractions_*.json and babyLog

Use when the user explicitly asks for Elon Musk's thinking frameworks, first-principles cost analysis (Idiot Index, Magic Wand Number), The Algorithm (question/delete/simplify/accelerate/automate), mi

Validate .env files against schemas, compare environments (dev vs prod), detect common mistakes (trailing spaces, placeholders, invalid ports, missing protocols, duplicate keys, unquoted spaces), auto

Fetch and analyze Bilibili video danmaku (bullet comments) from a Bilibili video URL/BVID, then output keyword frequency, SVG word cloud, sentiment distribution, and a public-opinion report. Use when

Help the agent recover from login walls on websites by detecting sign-in states, collecting user-approved credentials, filling common login forms, and handling verification codes safely. Use when brow

Browse, filter, and discover games in a Steam library. Filter by playtime, reviews, Steam Deck compatibility, genres, and tags. Use when user asks about their Steam games, what to play, game recommend

Train, evaluate, and improve Agent skill files as reusable external capabilities. Use when a user wants to optimize SKILL.md, prompt procedures, OpenClaw/Hermes/Codex/Claude Code skills, agent workflo