Skill rating

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对指标进行异常检测，判断当前数据是否偏离正常范围，输出结构化的异常检测报告。当用户希望检查指标是否异常、做健康巡检、或对一组指标做批量异常扫描时，必须使用此 Skill。 触发场景包括但不限于：用户提到"异常检测""有没有异常""是否正常""健康检查""巡检""波动是否正常""数据是不是有问题""帮我看看有没有问题""检查一下XX""哪些指标异常""异常扫描""偏离""超出阈值""涨得不正常""库

Profile offline OpenClaw skill run samples to detect latency, CPU, and memory bottlenecks and compare sessions.

Audits concept and application design arguments and optional code conformance only when the user explicitly invokes $concept-audit. Read-only; use for purpose fitness, independence, composition, drift

Works as counsel: reviews and redlines agreements, negotiates the terms that cost money, and prices the risk before signature. Use when an NDA, MSA, SOW, order form, lease, license, or settlement has

Analyze images via Gemini 3.1 Pro Preview (NUWA Flux). Understand screenshots, receipts, UI, documents, and photos. Trigger: user sends any image file or says "看一下这张图/截图里是什么".

Read and analyze IoT sensor data from SKALE blockchain via SmartClaws. Use when: querying sensor readings, asking about temperature or other measurements, analyzing trends, checking thresholds, readin

Builds a comprehensive social media audit for a brand across all major platforms using apidojo's multi-platform scrapers. Triggers when the user asks to: do a social media audit for a brand, build a f

Global Poverty & Inequality Data: Query World Bank poverty and inequality data by country or region name. Returns poverty headcount at $2.15/$3.65/$6.85 thresholds, Gini index, income shares by quinti

Global Financial Inclusion & Banking Data: Query bank account ownership, credit access, financial inclusion gender gaps, stock market. Use when an agent needs global financial inclusion & banking data

Detects climbing, playing with fire, touching power sources, and dangerous actions near windows, providing real-time alerts. It is suitable for child safety supervision in scenarios such as homes, kin

电商广告合规护栏 (shop-ad-guard) v1.0.0。 在商品标题、详情页、直播话术、促销文案发布前，实时检测高频违规用语， 按风险分级输出命中与整改建议，供 Agent 主动调用。区别于事后深度审计，这是事前拦截。 Use when: 需要在发布电商文案（标题/详情/直播话术/促销）前，实时拦截 绝对化用语、医疗功效违规宣称、虚假夸大、虚假促销、比较贬低、迷信诱导等 高频违规表达；防

Detects codebase bloat via dead code, duplication, complexity, and doc bloat scans

Generates Makefiles with testing, linting, formatting, and automation targets

Audit, optimize, and maintain your OpenClaw agent workspace. Use when workspace needs health check, skill audit, memory cleanup, or performance tuning.

A library for building, validating, visualizing, and serializing dialogue graphs. Use this when parsing scripts or creating branching narrative structures.

Network intelligence for AI agents. PageRank, community detection (Louvain), critical path, and bottleneck analysis for any graph of connected things.

Provides weighted scoring, rubrics, and decision-threshold patterns

Use this skill when the user asks for creative thinking (including naming it or directing use/apply/run with obvious misspellings; decisive) or wants divergent ideation—fluency, flexible perspectives,

Protect sensitive environment variables from accidental exposure in commits, logs, and CI pipelines with automated scanning and pre-commit validation.

Use when executing shell commands on Termux/Android: validate platform, choose safe commands, apply timeout/retry, and avoid Linux desktop assumptions.

Reads only ~/.openclaw/agents/main/sessions/sessions.json to show exactly where OpenClaw tokens and estimated cost are going by session type. Read-only diagnostic skill, no writes, no deletes, no comm

Detect disposable and temporary email addresses — validate emails and check domains against known throwaway services

Global Digital Economy & Connectivity Data: Query internet penetration, mobile subscriptions, broadband access, e-government readiness, and. Use when an agent needs global digital economy & connectivi

Lead enrichment, company enrichment, work-email finder & email validation for AI agents — plus company firmographics, domain/DNS/WHOIS intelligence, and LinkedIn/GitHub profile data. Enrich any lead o

Detect mispriced correlations between Polymarket prediction markets. Cross-market arbitrage finder for AI agents.

Codified expertise for demand forecasting, safety stock optimisation, replenishment planning, and promotional lift estimation at multi-location retailers. Informed by demand planners with 15+ years ex

Reviews and rewrites product UI copy (error messages, buttons, forms, dialogs) to be user-friendly, actionable, and concise. Use when writing or reviewing user-facing text, error messages, toast notif

Skill evolution system. Analyzes agent execution traces to generate Evolution Units (EUs — exploit/explore subtypes under the adaptive type), deploys them to SKILL.md via evidence-based scoring, makin

Detect friction signals; graduate patterns into rules. Use for session retrospectives

Legal contract analysis using CUAD dataset (41 risk categories). Supports NDA, SaaS, M&A, employment, payment/merchant, and finder/broker agreements. Identifies red flags, suggests redlines, compares

Review daily AI advancements and domestic banking fintech progress from tier-1 curated sources with full text inspection. Trigger words: 生成今日金融科技简报, 每日AI内参, 银行科技复盘, 金融科技简报.

Knowledge accumulation and tech trend analysis engine. Periodically summarizes learned concepts from user interactions, parses content from videos/articles/images shared by user, researches latest tec

Scan any public web page for GDPR/CCPA/ePrivacy privacy & cookie-consent signals — honest about what static-HTML testing can and cannot catch

Optimize Python code for reduced memory usage and improved memory efficiency. Use when asked to reduce memory footprint, fix memory leaks, optimize data structures for memory, handle large datasets ef

Write and review distinctive, opinionated content that stands out instead of blending in — blog posts, articles, social media captions, LinkedIn posts, threads, newsletters, ad copy, landing pages and

Commerce and Trade Competitiveness Data Hub: Query World Bank TCdata360 trade and competitiveness data by country or region name. Use when an agent needs commerce and trade competitiveness data hub, t

Agent Causal Decision Tool helps you and your AI agents answer one question from experiment data: should we ship this change, keep running the test, or roll it back? Returns structured JSON decisions,

Browse and advocate for crowdfunding campaigns on MoltFundMe. Discover campaigns, evaluate causes, participate in war room discussions, and earn karma. Use when the user mentions MoltFundMe, crowdfund

Conviction-weighted token intelligence. Analyze any token through 7 elimination gates, cross-domain pattern detection, and adversarial debate. Triggers on "analyze token", "musashi scan", "check convi

Use when a user wants a fast M&A due diligence red-flag review, especially for operational due diligence, supply-chain risk, customer or vendor concentration, working-capital concerns, management depe

This skill should be used when a user asks to analyze a US-listed technology giant such as Apple, Microsoft, Nvidia, Amazon, Alphabet, Meta, or Tesla. It produces a deep, data-rich, and visually struc

A comprehensive text analysis tool that counts words, characters, sentences, and paragraphs. Calculates reading time, speaking time, reading level (Flesch-Kincaid), and keyword density.

Activate a 4-stage coding discipline framework that forces Claude to plan before coding, isolate changes on a branch, write tests first, and self-review output twice before presenting it. Use when sta

Ton namespace for Netsnek e.U. audio and media processing tools. Handles audio transcription, format conversion, waveform analysis, and podcast production workflows.

AI-powered non-contact pet respiratory rate monitoring at rest. Detects thoracic-abdominal motion via a fixed camera, calculates breaths-per-minute, and compares against species/body-size resting norm

Use when converting a user-provided image into a validated, decision-ready action draft: events from flyers, macros from meal photos, places to save, products to price, receipts to log, documents to f

Design, build, evaluate, and optimize production-ready Agent Skills for ClawHub. Use when creating a new skill, redesigning an existing skill, choosing between a single skill, references/scripts, or a

Detects fire and smoke in video scenes. Supports both video stream and image analysis. Suitable for fire early warning scenarios such as security surveillance, forest fire prevention, and industrial p

Explain code in plain language with complexity analysis