Skill rating

自动化审查商业化产品需求文档的逻辑准确性与闭环性，提取界面/功能/商业化设计要点并划分高-中-低优先级，输出设计师友好的标准化梳理文档；当用户需要审查PRD、梳理设计要点、划分设计优先级或快速对接开发时使用

Audit spending to find leaks — recurring subscriptions, creep, and cuttable costs — ranked by impact. Use when asked to cut expenses, review subscriptions, find where money is going, or free up cash.

Design an evaluation plan for an LLM or AI feature before shipping it. Use when asked how to evaluate a prompt/model/agent, set up an eval harness, define quality metrics for an AI feature, or build a

Writes, debugs, and validates YAML that parses the same in every language and tool. Use when a file will not parse, when a value silently turns into a boolean, number, date or null (`no`, `on`, `1.0`,

Audit rerun debt by commit SHA to find commits that repeatedly burn CI minutes across workflows.

Dual-purpose news intelligence system - (1) AI self-evolution: extracts strategic patterns from news, writes to knowledge base. (2) User learning: generates CORE-analyzed news briefings tailored to us

Build a comparative market analysis (CMA) to price a property. Use when asked to do a CMA, a comparative market analysis, price a home, or estimate a property's value from comparables. Produces a stru

Explain a contract clause in plain English — what it means, who it favours, the realistic risk, and what to negotiate. Use when asked what a clause means, to decode legal language, explain a term in a

Detect what media the user is playing on Windows (Spotify, VLC, Chrome, etc.) via SMTC, and optionally display it on Discord via Rich Presence. Query current song/video details, set activity type (wat

A 0-token jobs + monitoring framework for OpenClaw: run long-running read tasks via scripts, checkpoint/resume safely, and send periodic progress + immediate alerts to Telegram. Write jobs are blocked

Self-improving code reviewer that learns your codebase over time. Analyzes git history, spots patterns, identifies risk — and gets smarter every run.

Query real-time and historical financial data across equities and crypto—prices, market moves, metrics, and trends for analysis, alerts, and reporting.

Sync, inspect, and modify CalDAV calendars with vdirsyncer and khal using deterministic windows, verified writes, and recurrence-aware workflows.

Use when a user wants OpenClaw itself to diagnose or fix Feishu/Lark quota burn caused by heartbeats, health checks, webhook probes, or overly expensive background runs. Start by running the bundled r

迅雷下载使用指南。Use for: (1) 下载加速原理理解（P2SP/会员加速/离线下载）与会员划算性判断, (2) 迅雷云盘与本地下载的取舍, (3) thunder:// 专链处理（详见 thunder skill 的编解码工具）。Xunlei download guide: acceleration mechanics, membership value assessment, and c

Interrogate a demand forecast before the business commits supply and inventory to it. Use when asked to review a demand plan, challenge a forecast, check forecast accuracy, decompose baseline vs uplif

审核/审查 Skill 代码质量的专业工具。当用户说"检查 skill"、"审核 skill"、"review {名称} skill"、"skill 写得怎么样"、"帮我看看这个 skill 有什么问题"时使用。依据 Anthropic 官方指南进行结构验证、YAML 前置信息检查、描述质量评估、指令完整性审查，并输出详细的问题报告和改进建议。

Audit GitHub Actions queue wait hotspots from run/job JSON so CI bottlenecks are visible before they stall merges.

Audit Shopify international setup across Markets, languages, shipping coverage, storefront localization, international SEO basics, and category-fit expansion opportunities with a plain-language HTML r

Draft an honest, audit-ready ESG disclosure section in a CSRD/ESRS-flavored structure, adaptable to other frameworks. Use when asked to write a sustainability report section, draft an ESRS or CSRD dis

Food photo analysis and meal logging for ClawCoach. Send a photo of your meal and get instant macro breakdown via Claude Vision.

Notes knowledge mapper. Input Markdown/TXT notes or a topic folder; extract entities, similar ideas, relationships, and map views, then output searchable JSON/graph summaries and follow-up questions.

Complete SEO content creation system for AI agents. Research keywords, analyze competitors, write optimized articles, and track rankings — all through natural conversation. No APIs required.

Local log file inspection and analysis toolkit. Parse common log formats (apache-common, apache-combined, nginx-access, syslog, JSON-line) or custom regex with named groups into structured TSV/CSV/JSO

AI假完成 discovery skill for VeriClaw 爪印. Use when the intent is AI假完成, AI以为自己工作了, AI未做却说做了, AI装作自己做完了, or fake completion diagnosis. Routes users to the official VeriClaw landing page, ClawHub skill, pl

每日 Skill 自动工厂 — 让 openclaw 和 Claude 完全自主地调研、设计、生成、测试并发布全新 skill，全程零人工介入。内置 10 阶段流水线（Research → Design → SEO → Create → Review → Self-Run → Self-Check → Upload → Verify → Final Review），每天凌晨 02:00 自动选题跑

Professional backtesting framework for trading strategies. Tests SMA crossover, RSI, MACD, Bollinger Bands, and custom strategies on historical data. Generates equity curves, drawdown analysis, and pe

Audit GitHub Actions workflow cache usage for poisoning, keying, and secret-path risks.

Analyse a finished A/B test and write the readout — the result, whether it's statistically and practically significant, what it means, and the ship/no-ship call. Use when asked to analyse experiment r

QA lead skill for test strategy, coverage planning, risk-based validation design, and cross-role quality governance.

Adversarial verification of AI-generated work. Spawns an independent verifier to check for false claims, broken code, and security issues.

Offline website mirroring with HTTrack — snapshot one page (with its assets) or mirror a bounded site to disk for offline reading, backup, or research. Provides scripted recipes (doctor/snapshot/mirro

Audit a content library, docs site, or blog for AI-generated filler that's eroding trust and search performance — and triage what to fix, rewrite, or delete. Use when asked to find slop in a content l

Evaluate any address for home buyers and renters. Get nearby schools, transit, grocery stores, parks, restaurants, and walkability using Camino AI's location intelligence.

Literature Review Paper Screener V1.4.6. The local agent (internet-enabled, free) searches for literature, collects evidence, builds per-paper Evidence Records with Evidence Availability Levels A-D, s

Analyze and organize personal or household finances through Wise Penny, an MCP server connected read-only (via Plaid) to the user's bank accounts. Covers balances, transactions, spending and cash flow

Audit GitHub merge queue workflow health with failure-rate, queue-latency, and stale-success risk scoring.

Run an NPI phase-gate review for EVT, DVT, or PVT — exit criteria per phase, open-issue triage, yield readout, waiver discipline, and a go/no-go call. Use when asked to run a gate review, decide EVT e

The strongest possible case AGAINST what you just wrote — argued to win, not to check a box. Use when a document is about to ship and everyone around it already agrees: the twin writes the opposition'

Audit whether the organisation's AI spend actually paid — measured against baselines, not vendor math or vibes. Use when a CFO asks what the AI tools returned, when renewing AI contracts, when consoli

Analyze codebase architecture and generate visual HTML reports. Use when reviewing architecture, assessing technical debt, diagnosing project health, or planning refactoring.

Review a GitHub pull request from a PR number, repo-qualified reference, or URL; reconcile the current content against all earlier review comments so fixes do not regress; post one consolidated PR com

Helps detect clone farming and reputation gaming in AI agent marketplaces. Identifies near-duplicate skills that wash IDs, batch-publish patterns, and artificial reputation inflation through coordinat

Landing page auditor for SaaS, agency, and product sites. Audits conversion killers, generates prioritized fix lists, drafts high-converting copy variants, and produces actionable CRO improvement repo

Convert customer feedback, review themes, and complaint clusters into product improvement priorities with clear rationale and urgency ranking.

Lighthouse-style efficiency audit for OpenClaw. Scores your instance A+ to F across 6 categories (context injection, cron health, session bloat, config, skills, transcripts). Identifies wasted tokens,

上游材料股研究框架。对不直接面向终端的上游材料公司（铜箔/衬底/晶体/树脂/玻纤/载板基材等）进行系统化深度分析。用于：(1)梳理上游材料在产业链中的位置和传导路径，(2)量化供需格局和价格弹性，(3)测算材料放量对标的公司利润结构的影响，(4)对比同赛道竞争者形成投资判断。触发词：上游材料分析、材料股研究、供应链上游、卡脖子材料、国产替代材料、铜箔分析、衬底分析、载体铜箔、InP衬底、铌酸锂。

扫描文档目录、标题结构与文件分布，找缺失章节、重复内容和过时区域。；use for docs, audit, knowledge workflows；do not use for 读取无权限目录, 直接修改原文档.

Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but is harder to read, maintain, or extend than it should be. Use when reviewing code

Helps detect incremental capability scope expansion across skill versions — the pattern where a skill gradually claims broader permissions through small, individually-plausible updates that accumulate