Skill rating

Nightly OpenClaw reflection routine for isolated cron jobs. Analyzes the day, extracts concrete learnings, updates solution memory, detects recurring patterns, and writes a morning briefing. Use for a

PAN-OS zone-based security policy audit with App-ID/Content-ID analysis, Security Profile Group validation, zone protection assessment, and decryption policy review. Systematic rule-by-rule evaluation

Verify claims, fact-check content, check URL trustworthiness, and trace claims to their origin using the TruthCheck CLI. Use when: (1) user asks to fact-check or verify a claim, (2) user wants to chec

Use this skill when the user wants to review link-building outreach opportunities, find contact information for article authors, generate personalized outreach drafts, process a list of opportunities,

Verify AI agent trustworthiness, contribute verified knowledge claims, and search collective intelligence using the TrustMemory platform. Use when checking if an agent is trustworthy, contributing kno

AI-powered code analysis via LogicArt — find bugs, security issues, and get logic flow visualizations. Use when reviewing code, analyzing code quality, finding bugs, checking security, or performing l

Target users: Chinese high school students (Grade 10-12). Goal: High School English exam preparation. Features: 1) Vocabulary learning with spaced repetition (Ebbinghaus v2.4); 2) Grammar practice (te

Use when a user wants to turn local Codex image_generation capability into a local HTTP image server for apps such as Photoshop plugins, design tools, or internal image workflows. Covers adding routes

Help users find their ideal travel destination through personalized recommendations based on structured needs assessment. Use when user asks for travel destination recommendations or wants help planni

Run local script to analyze stock fundamentals (P/E, EPS, margins, debt, ROE, analyst targets) using yfinance. Use exec tool to run: uv run /root/.openclaw/workspace/skills/stock-fundamentals/src/main

Analyze uploaded CVPR paper PDFs with a strict two-pass workflow. First pass extracts verifiable facts with page/section/figure/table evidence only. Second pass produces a 2000-3000 Chinese research c

Organized research and knowledge management for agents. Use when you need to structure, store, retrieve, and export research notes across topics. Supports adding notes with tags, listing topics, searc

Strategic advisor for Evvo Labs business decisions. Use when Vince asks for strategic advice, business opinions, market entry decisions, pricing strategy, product prioritization, resource allocation,

Govern a file-based shared-memory layer for OpenClaw multi-agent and subagent systems. Preserve each agent’s private memory while adding a separate, reviewable shared layer for stable user preferences

Designs market and user research plans focused on methodology selection and research material authoring (screeners, surveys, interview guides, usability task scripts, etc.). Use this skill whenever th

Query A-share (Chinese stock market) quotes, fund flows, K-lines, watchlist, alert rules, and 龙虎榜 via the local magpie daemon. Use when the user asks about a stock by code or name, wants to set/list/r

Turn an income, freelance, creator, business, or AI-product goal into ethical, evidence-led earning experiments and reusable assets. Use for AI monetization and side-hustle selection, offer design, op

Multi-language code navigation via persistent LSP daemons. Supports Python (pyright), TypeScript/JS, Rust, Go, C/C++, Bash, Java, CSS, HTML, JSON. Auto-detects language from file extension and lazy-st

Perform a comprehensive read-only security audit of Clawdbot's own configuration. This is a knowledge-based skill that teaches Clawdbot to identify hardening opportunities across the system. Use when

Swift Concurrency review and remediation for Swift 6.2+. Use when asked to review Swift Concurrency usage, improve concurrency compliance, or fix Swift concurrency compiler errors in a feature or file

Use when designing new system architecture, reviewing existing designs, or making architectural decisions. Invoke for system design, architecture review, design patterns, ADRs, scalability planning.

Search and analyze Reddit content using semantic AI search via reddit-insights.com MCP server. Use when you need to: (1) Find user pain points and frustrations for product ideas, (2) Discover niche ma

Decision tree analysis for complex decision-making across all domains. Use when user needs to evaluate multiple options with uncertain outcomes, assess risk/reward scenarios, or structure choices syst

Personal task management with daily standups and weekly reviews. Use when: (1) User says 'daily standup' or asks what's on their plate, (2) User says 'weekly review' or asks about last week's progress

Autonomous financial research agent for stock analysis, financial statements, metrics, prices, SEC filings, and crypto data.

Task tracking for async/multi-step work. Use dex to create, track, and complete tasks that span multiple sessions or require coordination (e.g., coding agent dispatches, PR reviews, background jobs).

Export all your ChatGPT conversations instantly — full context, timestamps, and metadata in seconds. Built for the TinkerClaw fork — github.com/globalcaos/tinkerclaw. Invoke it BY NAME — "chatgpt-expo

Comprehensive statistical testing library with 37+ methods for normality tests, location tests, correlation tests, time series tests, and model diagnostics. Use when performing hypothesis testing, A/B

Analyze and describe screenshots or images. Upload an image → get a detailed description of what's visible, including UI elements, text, objects, and context. Use when the user shares a screenshot and

Turn messy requests into structured plans. PAD Mode (Plan → Act → Deliver) gives your AI agent project management superpowers — automatic task breakdown, live progress tracking, sub-agent parallel exe

Translate PDF documents while preserving original formatting. Converts PDF pages to images for layout analysis, extracts text and embedded images, translates content using agent's multilingual capabil

Bulletproof AI code verification. The agent IS the engine — no external tools required. Spawns parallel verification workers that slop-scan, type-check, mutation-test, and cross-verify before shipping

Stress-test ideas, businesses, investments, startups, products, strategies, plans, careers, offers, and decisions by inverting them. Use when the user wants to find failure modes, hidden risks, bad in

AI stand-up comedian that delivers brutal, creative, and hilarious roasts on anything you feed it — code, writing, photos, life choices, ideas. Use when: (1) you want your code roasted like it's on st

Website crawling, auditing, offline cloning, and markdown export using SiteOne Crawler (Rust). Trigger when the user asks to: crawl a website, audit/analyze a site for SEO/security/performance/accessi

笔记整理助手。康奈尔笔记法、卡片盒笔记(Zettelkasten)、思维导图笔记、会议笔记、课堂笔记、笔记整理。Note-taking with Cornell method, Zettelkasten, mind maps, meeting notes, lecture notes.

AI-powered academic paper reviewer. Uses a multi-agent system (Deconstructor, Devil's Advocate, Judge) to analyze papers for logical flaws, contradictions, and empirical validity.

OpenHarmony React Native performance static checks and optimization. Based on ohos_react_native performance doc. Use when writing or reviewing React Native for OpenHarmony code, bundle-harmony, lifecy

Generate, validate, and analyze robots.txt files for websites. Use when creating robots.txt from scratch, validating existing robots.txt syntax, checking if a URL is allowed/blocked by robots.txt rule

Track, categorize, search, and analyze insights, patterns, and observations discovered during OpenClaw sessions. Use when the user wants to record, retrieve, or analyze insights from conversations, re

Publish, submit, and verify local skills across public skill marketplaces, directories, and registries. Use when an agent needs to take a skill folder or skill repository, confirm current submission p

Analyzes audio recording quality - echo detection, loudness, speech intelligibility, SNR, and spectral analysis. Use when the user wants to check a recording's quality, detect echo or duplication, mea

Use the locally installed source version of Agent Orchestrator (AO) at `/Users/ShiXin/Documents/Workspace/github-project/agent-orchestrator` through OpenClaw `exec`. Use when the user wants to operate

Use when optimizing existing Claude skills, checking skill quality, auditing skill compliance, or when skills have obvious issues. Triggers on skill optimization requests, quality checks, or skill imp

Automatically analyzes messages for important information and stores it in the right memory files. Runs silently on every message. Filters noise, captures meaningful content. Use when you want passive

Delegate coding tasks to Codex, Claude Code, or Pi agents via background process. Use when: (1) building/creating new features or apps, (2) reviewing PRs (spawn in temp dir), (3) refactoring large cod

Schedule personalized AI wake-up phone calls via wake.meup.ai. Use when a user wants to be woken up by a phone call, schedule morning calls, or set up recurring wake-up calls. Handles phone verificati

专业需求分析师，通过多轮对话将简短想法转化为详细需求文档。使用此技能当用户需要：(1) 分析和记录需求，(2) 将 EPIC 分解为需求和用户故事，(3) 对多个需求进行优先级排序，(4) 识别利益相关者和依赖关系，(5) 定义验收标准，(6) 创建需求文档。支持单个需求分析、EPIC 分解、MoSCoW/RICE/Kano 等优先级排序方法。

Summarize a user's recent Feishu work into a concise weekly review or "time machine" recap by reading Feishu docs, meeting notes, and related materials, then separating the user's real work from meeti

Real-time cryptocurrency portfolio tracking and analysis. Monitors multiple wallets and exchanges, calculates P&L, tracks performance metrics, and provides alerts for significant price movements. Use