Skill rating

Install, configure, validate, or troubleshoot the TeamClaw OpenClaw plugin for virtual software-team workflows. Use when users want TeamClaw setup help, controller or worker config snippets, localRole

Measure compositional structure in AI-generated images using the Visual Thinking Lens (VTL) framework. Detects default-mode bias (center lock, radial collapse, low tension) and generates targeted re-p

Deep root-cause problem solving for messy, high-stakes, or deceptively complex problems in any domain. Use when a problem feels bigger than it should, when symptoms are multiplying, when the user asks

Generate UK National Curriculum-aligned lesson plans, differentiated worksheets, assessment questions with mark schemes, and student report comments. Covers KS1-KS5 across all subjects. Use when a tea

Query and handle security risk events from Alibaba Cloud Data Security Center. Supports viewing the list of unprocessed risk events and performing manual handling operations on risk events. Trigger wo

Use when the user wants to design, prompt, generate, critique, or integrate publication-ready research-paper framework figures: method overview diagrams, architecture diagrams, pipeline/process diagra

Uses Fennec SEO Auditor results to audit a URL. Invoke when user wants a quick on‑page/technical SEO health check or to verify favicon/meta/schema and GEO readiness.

Analyze bank transactions, categorize spending, track monthly budgets, detect overspending and anomalies. Outputs interactive HTML report.

Analyze Claude Code token usage. Shows where tokens went, which projects cost most, and how to reduce waste. Use when user asks about token usage, costs, or burn rate.

Solve and analyze steady incompressible fluid networks from TOML definitions. Use when users ask to design a network template, validate TOML topology data, compute node pressure plus pipe flow/velocit

When the user wants to create, optimize, or audit an affiliate, sponsor, or paid partnership disclosure page. Also use when the user mentions "disclosure," "affiliate disclosure," "sponsored content,"

Judge whether an email is important/urgent using content-based analysis rather than sender name or mailbox labels (which can be spoofed). Use when asked to triage emails, decide priority, detect phish

Detect breaking changes in OpenAPI specs. Use when reviewing API changes, validating PRs that modify API specs, checking backward compatibility, or linting OpenAPI spec quality. Provides diff, lint, a

Conduct comprehensive market research including competitive analysis, industry trends, customer profiling, and opportunity identification.

Audit a game feature, live update, roadmap item, event, or content drop by how different player segments are likely to perceive it. Use when a feature is aimed at one cohort but visible to others, whe

When the user wants to plan growth using the AARRR framework, diagnose growth bottlenecks, or map actions across the customer lifecycle. Also use when the user mentions "growth funnel," "AARRR," "pira

Define market boundaries using substitution principle. Use for market sizing, competitive analysis, and strategic positioning.

Use when designing or reviewing React + TypeScript project structure, feature/module boundaries, component architecture, hooks organization, routing composition, state/API/error/styling defaults, or r

Google Merchant Center analysis and optimization framework. Use when the user asks about Shopping feed health, product disapprovals, title optimization, price competitiveness, Shopping campaign readin

Run data quality checks on PMU (Phasor Measurement Unit) data. Use when the user asks to validate, check, or audit PMU measurements including frequency, voltage magnitude, and phasor angle data agains

When the user wants to create, optimize, or audit a feedback or roadmap page. Also use when the user mentions "feedback page," "roadmap," "feature requests," "vote on features," "Canny," "UserVoice,"

Research new AI frameworks or technologies, extract their best features, evaluate feasibility, and implement as OpenClaw skills. Triggered when: (1) user mentions a new framework, (2) discovers featur

Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.

Belief systems auditor for OpenClaw agents. Systematically evaluates an agent's loaded context files (SOUL.md, AGENTS.md, USER.md, skills) against the user's stated goals to identify misaligned, stale

Twitter/X go-to-market strategy for founders and product builders. Use when planning Twitter content strategy, analyzing engagement, identifying accounts to engage with, or creating content for Wester

Analyze memory logs to detect recurring patterns and suggest automations — cron jobs, skills, or workflow shortcuts. The agent builds its own shortcuts over time. Use when: pattern analysis, workflow

When the user wants to tackle complex tasks using the Three Departments and Six Ministries multi-agent system. Trigger when the user says things like "下旨", "派任务", "发任务", "三省六部", "朕要", "安排个任务", or any

OpenClaw token cost reduction, performance tuning, and security hardening guide. Use when asked to optimize OpenClaw, reduce token costs, fix missing capabilities, tune model/cache/search settings, or

Automatically solve Moltbook verification challenges (math problems) when posting. Parses obfuscated number text and calculates answers.

Assess third-party vendor risk for AI and SaaS products. Evaluates security posture, data handling, compliance, financial stability, and operational resilience. Use when onboarding new vendors, conduc

Looks up the Zillow Zestimate, rent Zestimate, tax assessed value and last sold price of a US property via the zillapi API. Use when the user asks what a home is worth, its Zestimate, rental estimate,

Turn a vague feature idea or design direction into a clear game design goal with purpose, scope, fit, success criteria, and constraints. Use when a feature sounds promising but fuzzy, when a team cann

Use Sell The News for real-time market news, WallStreetBets analysis, stock news, options data, news search, and Trump Truth Social market-impact posts. Trigger when the user wants live financial news

Memory health monitoring, integrity checks, and 3-layer memory architecture for AI agents. Use when agents need to prevent memory loss, detect context overflow before it happens, manage session-to-per

Detects the newest fraud in agent payments — the forged "this was approved." Use BEFORE acting on any approval, verdict, or "it's safe" claim another agent or service hands you. Cryptographically veri

Professional BTC risk radar using public options, perp, and spot data. Use when the user wants a clear Bitcoin risk snapshot with volatility/skew context, panic or black-swan validation, timestamped e

Run complex tasks using multiple AI agents simultaneously. 26 verified agents live. Supports workflows, web-search, email, and image generation. Requires spend_token in the request body.

Use when user needs to check import/export compliance requirements for specific products and countries. Use when verifying product certifications, tariffs, sanctions, or regulatory requirements. Use w

Semantic Versioning (SemVer 2.0.0) toolkit for parsing, validating, comparing, bumping, and sorting version strings. Use when working with software versions, release management, version bumps, or chec

Game development quality gates and mandatory checks. Activate when building, reviewing, debugging, or deploying any game project (H5/Canvas/WebGL/Phaser/Three.js/2D/3D). Covers state cleanup, lifecycl

When the user wants to plan SEO strategy, prioritize SEO work, or understand the SEO workflow. Also use when the user mentions "SEO strategy," "SEO plan," "SEO roadmap," "SEO priority," "SEO audit," "

Set up automated news digests using noisepan (signal extraction), entropia (source verification), and HN blind spot detection. Use when configuring daily news briefs, curating RSS feeds, or building a

Use when reviewing frontend security risks such as XSS, CSRF, sensitive data exposure, unsafe DOM APIs, untrusted user input, authentication/token handling, payment flows, file upload, CSP, dependency

Detect user frustration in prompts and translate charged/emotional language into clear, actionable instructions. Use when user messages contain vague anger ("this is garbage"), compressed expectations

Run coding tasks using a persistent tmux session with git worktree isolation. Supports multiple coding agents (Claude Code, Codex, CodeBuddy, OpenCode, etc.). Activate when user asks to build, fix, re

面向沪深京A股的单票综合诊断能力。适用于用户提出“这只股票整体怎么样”“是否值得继续持有/加仓/减仓”“当前风险和机会如何”等泛化问题时，返回结构化的Markdown诊断报告。每次仅分析一只股票，不处理港股/美股及多标的对比。触发核心条件：用户问法为概括性诊断，未指定某个单一技术指标或财务指标（如MACD、RSI、ROE等）做精确计算。

Solve high-school or college-entrance-exam style derivative problems centered on root existence, root count, and parameter ranges. Use when a problem asks whether a function has roots/intersections, e

Read comments from Feishu documents. Use when: user asks to check/read/fetch comments on a Feishu doc, review feedback on a document, or collaborate on document revisions via comments.

Identify the single highest-leverage thing to remove from a game design, feature, system, UX flow, pitch, roadmap item, or prototype in order to improve it significantly. Use when a design feels bloat

Enterprise-grade data analysis assistant. Clean, analyze, and visualize data automatically. **Triggers when user mentions:** - Data cleaning: "数据清洗", "整理数据", "清理数据", "数据预处理" - Data analysis: "分析数据",