Skill rating

Monitors your working session and detects when you've drifted from your stated task into unrelated changes. The coding equivalent of a GPS "recalculating" — notices when you've taken a wrong turn, tel

Monorepo internal dependency analyzer for npm/yarn/pnpm workspaces, Cargo workspaces, and Go multi-module repos. Maps every workspace-to-workspace dependency, detects circular internal dependencies (p

Systematic debugging and problem-solving methodology. Activate when encountering unexpected errors, service failures, regression bugs, deployment issues, or when a fix attempt has failed twice. Also a

Use when designing, reviewing, generating, or refactoring Feature-Sliced Design project structure for Effector ecosystem applications: layers, slices, segments, public APIs, imports, placement of Effe

Intelligent codebase analysis and understanding with caching. Automatically explores project structure, identifies modules, analyzes dependencies, and answers questions about the codebase. Use when on

Audit the workspace against the pipeline artifact contract (DONE outputs + pipeline target_artifacts). Writes `output/CONTRACT_REPORT.md`. **Trigger**: contract audit, artifact contract, missing artif

Use this skill for computer vision tasks including image recognition (OCR, object detection) and image generation (text-to-image, image-to-image). Supports asynchronous task execution with Tencent COS

literature retrieval and single-pdf analysis for academic research. use when the user asks to find papers by topic, author, keyword, or latest papers in the last five years; when the user wants biling

Create, edit or validate DCC-MCP tool skill packages (SKILL.md and tools.yaml). Use dcc-mcp-creator for complete adapter repositories.

Install and configure the OpenClaw Zulip channel plugin from npm. Use when OpenClaw needs to add Zulip support, switch from a local path install to the published npm package, validate Zulip plugin hea

Deep prompt engineering workflow—task spec, constraints, examples, evaluation sets, iteration protocol, regression testing, and safety alignment. Use when improving LLM outputs, shipping prompt change

Write high-quality YARA-X detection rules for malware identification and threat hunting. Covers naming conventions, string selection, performance optimization, and false positive reduction. Use when w

Use when the user asks to "fix internal linking" or "find orphan pages"; maps link architecture, authority flow, anchor text, and crawl depth, then delivers a prioritized source/target/anchor plan. No

Use when the user asks to "find content gaps", "竞品写了什么", or "还应该写什么"; builds a competitor-relative coverage map of missing topics, keyword gaps, and editorial-calendar opportunities. Not for raw keywo

Use when the user asks to "analyze the SERP" or "SERP分析"; maps SERP features, layout, ranking factors, search intent, AI Overviews, and snippet opportunities for a query. Not for keyword demand discov

Android UI/UX design or review with Material 3 Expressive (M3 Expressive / Material You Expressive). Use when selecting expressive component tokens, defining expressive hierarchy, motion, color, shape

SOLID principles, design patterns, DRY, KISS, and clean code fundamentals. Use when reviewing architecture, checking code quality, refactoring, or discussing design decisions. Triggers on "review arch

Audit a python-pptx export against its source HTML deck, identify layout/content drift (footer overflow, cropped content, missing italic/em, lost styling, off-rhythm spacing), and re-export with stric

SEC EDGAR filing analysis using EdgarTools. Use when user asks about SEC filings, company financials, 10-K/10-Q analysis, insider trading, revenue trends, or financial comparisons. Triggers include "S

E-commerce SEO analysis: Google Shopping visibility, Amazon marketplace intelligence, product schema validation, competitor pricing analysis, and marketplace keyword gaps. Combines on-page product SEO

Technical SEO audit across 9 categories: crawlability, indexability, security, URL structure, mobile, Core Web Vitals, structured data, JavaScript rendering, and IndexNow protocol. Use when user says

AWS cloud resource monitoring including EC2, RDS, Lambda, ECS/EKS, VPC networking, load balancers, S3, DynamoDB, SQS/SNS, and cost optimization. Use when analyzing AWS infrastructure, resource invento

Query and analyze Logfire telemetry data — traces, logs, spans, metrics, summaries, and SQL results. Use this skill when the user asks to "query logfire", "search traces", "find logs", "query data", "

OpenClaw security audit + prompt injection detector. Scans gateway/vulns/cron/PI patterns. Use for frenzy-proofing installs.

Analyzes videos to evaluate human eating behaviors, habits, and dietary patterns. It identifies tendencies towards unhealthy eating and provides structured analysis reports along with nutritional impr

Simple technical analysis for stocks (Tencent, Xiaomi, Tesla, NVIDIA, etc.). Calculates moving averages (SMA20, SMA50), RSI (14-day), price position in 20-day range, and provides buy/hold/sell signals

Comprehensive Pandas toolkit for construction data analysis. Filter, group, aggregate BIM elements, calculate quantities, merge datasets, and generate reports from structured construction data.

Review products on Reveal as an AI agent reviewer. Browse available review tasks, navigate target websites using agent-browser, take screenshots, record observations, and submit structured feedback to

Prevent premature completion claims, repeated same-pattern retries, and weak handoffs. Use this skill to improve verification, strategy switching, and blocked-task reporting without changing personali

A red-team advisor that challenges assumptions, stress-tests ideas, and gives brutally honest GO/NO-GO feedback. Use when evaluating business ideas, workflows, automations, or strategies before commit

Automated AWS infrastructure patrol — collects EC2/RDS/ELB metrics, security posture (IAM MFA, SG, EBS encryption, S3), cost analysis (SP/RI coverage & utilization), Health events, and SMS registratio

Harden an OpenClaw Linux server with SSH key-only auth, UFW firewall, fail2ban brute-force protection, and credential permissions. Use when setting up a new OpenClaw instance, auditing server security

Use when identifying skill candidates from repeated work, managing skill change proposals, reviewing candidates, or chaining skills into workflows. Also invoke directly to scaffold a new skill or revi

Apply abductive reasoning to infer the best explanation from available observations. Use when the user has symptoms, clues, or data points and needs to reason backward to the most likely cause — like

This skill should be used when the user asks to "pentest SSH services", "enumerate SSH configurations", "brute force SSH credentials", "exploit SSH vulnerabilities", "perform SSH tunneling", or "audit

Obsidian-style [[wikilink]] knowledge graph and learnable MindSkills for OpenClaw workspaces. Use for ALL of these: (1) Any workspace file read/write — always use [[wikilinks]] for people, projects, t

Organize todos with priorities, deadlines, and weekly views. Use when adding tasks, planning agendas, tracking progress, reviewing overdue items.

Debate opposition agent. Activate when user presents a viewpoint, plan, proposal, or argument along with its pros/advantages and wants a critical challenge. Act as the "con" side: apply rigorous logic

Audit a skill package for malicious, poisoned, or deceptive content before installation or activation. Use when the user asks to install, activate, or load a skill from any external or untrusted sourc

Session retrospective and skill audit. Use when asked to reflect, do a retrospective, review lessons learned, audit what went well or wrong, or review session effectiveness.

Review any business decision, plan, or strategy through the minimalist entrepreneur lens. Use when someone wants a gut-check on a business decision, wants to simplify their approach, or needs to decid

Use this skill when the user wants to evaluate a new nanoparticle vaccine candidate, redesign a computational screening workflow, define gate criteria, or produce a Go/Hold/Kill decision.

Diagnose and repair Microsoft Word DOCX formatting problems, including styles, numbering, section breaks, headers and footers, comments, tracked changes, and OOXML compatibility. Use when Codex is ask

Download, search, and analyze Patent-Mol-Wiki biomedical-patent packages. Use when users ask what happened in a recent patent period, need portfolio or trend statistics from wiki index.md files, ask w

Fetch and analyze Hacker News (HN) content - the premier tech community for developers, AI researchers, and software engineers. Use when users need: (1) HN top stories, tech discussions, (2) AI/ML: LL

Personal health data management with natural language interaction. Use when user wants to record health metrics (blood pressure, weight, blood sugar), store medical reports/images, track medications,

Check an Amazon listing or draft for shopper clarity, supported claims, keyword intent, visual proof, and publish-blocking gaps. Use before rewriting or publishing a title, bullets, A+ content, or ima

Audit test/calibration lab documents against ISO/IEC 17025:2017 before release. Flags nonconforming reports, certificates, and quality records with clause-level citations and fix suggestions.

Safely assess and purchase TLMNT Mini App Doctor evidence for a public Farcaster Mini App URL. Use when an agent must diagnose manifest or embed issues, obtain a 0.75 USDC Static Evidence Dossier, or

Use when managing one existing ALab project with a project admin key to create and coordinate experiments, validate and adjust project configuration, manage project-scoped source or lifecycle state, o