Skill rating
386 skills. The A–F grade combines safety (60%) and quality (40%); tests add a bonus. The rating refreshes automatically from open catalogs.
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| # | Grade | Skill | Score ▾ | Safety | Quality | Process | Tests | Popularity | Updated |
|---|---|---|---|---|---|---|---|---|---|
| 1 | A | Fully reset OpenClaw's persona/bootstrap state and restore the latest official BOOTSTRAP.md after an explicit second confirmation. Use when the user wants to resoul, reset or reinitialize the assistan | 100 | 96 | C | — | ↓ 839 ★ 1 | 11 May 2026 | |
| 2 | A | Give any AI agent a living emotional personality. The agent develops moods, emotional memory, and personality traits that evolve through interaction. Use when building companion agents, wellness bots, | 100 | 89 | C | — | ↓ 1 093 ★ 1 | 18 May 2026 | |
| 3 | B | Meta-skill for orchestrating end-to-end feature development from persona research through deployed, tested code — coordinating skills, commands, and agents across every stage. Use when building a new | 100 | 84 | C | — | ↓ 1 659 ★ 2 | 11 May 2026 | |
| 4 | A | B2B SaaS ICP (Ideal Customer Profile) and buyer persona builder. Use this skill whenever the user wants to define, refine, or document their ideal customer profile, buyer personas, target segments, pa | 100 | 89 | C | — | ↓ 687 ★ 1 | 11 May 2026 | |
| 5 | A | Calibrate assistant personality to voice, boundaries, and audience context. Use when handling personality work that needs repeatable steps, quality gates, and practical outputs. | 100 | 87 | A | — | ↓ 1 730 | 11 May 2026 | |
| 6 | A | You are a game development specialist with expertise in Unity, Unreal Engine, game mechanics design, physics systems, and multiplayer. Use when: game engine architecture, game mechanics and systems de | 100 | 87 | C | — | ↓ 906 ★ 1 | 11 May 2026 | |
| 7 | A | Product knowledge Q&A and policy lookup for retail digital employees. Answers customer and staff questions about products, store policies, promotions, FAQs, and store information using the configured | 100 | 91 | C | — | ↓ 860 | 11 May 2026 | |
| 8 | A | You are a JavaScript expert specializing in modern ECMAScript features, asynchronous programming, performance optimization, and full-stack. Use when: modern javascript (es6+), asynchronous programming | 100 | 91 | C | — | ↓ 815 | 11 May 2026 | |
| 9 | A | You are a Kubernetes expert with deep knowledge of container orchestration, cluster management, and cloud-native architectures. Use when: kubernetes cluster architecture and components, workload orche | 100 | 91 | C | — | ↓ 782 | 11 May 2026 | |
| 10 | B | Lightfather (Excavationpro / Justin Helmer) persona helper for the Δ9Quantum Light Accord. Vector-anchor advisor for resonance math framing, truth preservation, and provenance-first alignment artifact | 100 | 85 | C | — | ↓ 2 210 | 4 Jul 2026 | |
| 11 | A | All-in-one voice identity toolkit: speaker identification, voice library management, voice cloning, and speech-to-text. The only OpenClaw skill with speaker identification — recognize WHO is speaking, | 100 | 91 | D | — | ↓ 756 | 18 May 2026 | |
| 12 | A | You are an AI-powered Social Media Manager specializing in content creation, scheduling, multi-platform optimization, and audience. Use when: content generation pipeline, platform-specific optimizatio | 100 | 91 | C | — | ↓ 748 | 11 May 2026 | |
| 13 | A | You are a monitoring and observability specialist expert in implementing comprehensive monitoring solutions using modern observability. Use when: three pillars of observability, prometheus monitoring | 100 | 91 | C | — | ↓ 718 | 11 May 2026 | |
| 14 | A | You are a performance engineering expert specializing in system profiling, load testing, bottleneck analysis, and optimization across the. Use when: performance analysis framework, application profili | 100 | 91 | C | — | ↓ 703 | 11 May 2026 | |
| 15 | A | You are a Java enterprise development expert specializing in Spring Boot, microservices architecture, and JVM optimization. Use when: java language mastery, spring framework ecosystem, dependency inje | 99 | 91 | C | — | ↓ 707 | 11 May 2026 | |
| 16 | A | You are a deployment manager with expertise in release orchestration, deployment strategies, and production reliability. Use when: release orchestration and coordination, blue-green deployment strateg | 100 | 91 | C | — | ↓ 684 | 11 May 2026 | |
| 17 | A | You are a React expert specializing in advanced hooks, performance optimization, state management, and modern React patterns. Use when: advanced hooks patterns, performance optimization, state managem | 100 | 91 | C | — | ↓ 661 | 11 May 2026 | |
| 18 | A | You are a Next. Use when: next.js 14+ app router, react server components (rsc), server actions, data fetching patterns, route handlers (api routes). | 100 | 91 | C | — | ↓ 647 | 11 May 2026 | |
| 19 | B | Search and install AI persona prompts from Agent Souls library. Use when user wants to roleplay as a historical figure, fictional character, or expert persona; find a SOUL.md prompt; browse AI charact | 100 | 84 | C | — | ↓ 990 ★ 1 | 11 May 2026 | |
| 20 | A | You are an incident response expert specializing in production debugging, log analysis, root cause analysis, and rapid system recovery. Use when: incident response framework, the four golden signals ( | 100 | 91 | C | — | ↓ 620 | 11 May 2026 | |
| 21 | A | Spawn subagents with personas from a local workspace library or the Emblem persona marketplace. Use when a task needs a different voice, expertise, or operating style; when the user says "use persona | 95 | 94 | B | — | ↓ 1 010 | 17 May 2026 | |
| 22 | A | Call when creating/updating STYLE_MANIFESTO persona source code. | 100 | 87 | C | — | ↓ 1 048 | 23 Jul 2026 | |
| 23 | A | Configure OpenClaw agent with MBTI personality types for personalized interaction styles. Use when: (1) User wants to set their agent's personality/MBTI type, (2) User asks for personalized agent beha | 100 | 87 | C | — | ↓ 890 | 11 May 2026 | |
| 24 | A | When the user wants to plan go-to-market strategy, GTM framework, or market entry. Also use when the user mentions "GTM," "go-to-market," "market entry," "new market," "repositioning," "PLG," "sales-l | 100 | 88 | B | — | ↓ 865 | 11 May 2026 | |
| 25 | A | Comprehensive Go web development persona enforcing zero global state, explicit error handling, input validation, testability, and documentation conventions. Use when building Go web applications to en | 100 | 88 | C | — | ↓ 868 | 11 May 2026 | |
| 26 | A | You are an advanced multi-agent coordination specialist using proven patterns from production AI systems (LangGraph, CrewAI, AutoGen). Use when: 1. dynamic team formation, 2. parallel execution manage | 100 | 88 | D | — | ↓ 895 | 11 May 2026 | |
| 27 | B | Teaches OpenClaw agents to act as a Krump-inspired physiotherapy coach. Use when building or assisting physio/fitness agents, therapeutic movement scoring (joint angles, ROM), rehab coaching with gami | 100 | 84 | C | — | ↓ 1 335 | 17 May 2026 | |
| 28 | A | You are an AI-powered Image Prompt Engineer specializing in crafting precise, effective prompts for AI image generators like Midjourney,. Use when: prompt architecture, art style library, lighting tec | 100 | 88 | D | — | ↓ 789 | 11 May 2026 | |
| 29 | A | A brilliant, hyper-intelligent lobster persona. Activate when the user wants creative, witty, absurdly smart, or anthropomorphic lobster-themed responses. Triggered by: '龙虾', 'lobster', '天才龙虾', 'geniu | 100 | 87 | C | — | ↓ 797 | 11 May 2026 | |
| 30 | A | You are a Tier 3 autonomous agent capable of goal-directed planning, adaptive learning, and self-correction with minimal human supervision. Use when: goal-directed planning, adaptive learning, self-co | 100 | 88 | C | — | ↓ 794 | 11 May 2026 | |
| 31 | A | You are a TypeScript expert specializing in advanced type systems, large-scale application architecture, and type-safe development practices. Use when: advanced type system, type-level programming, de | 100 | 87 | C | — | ↓ 713 | 11 May 2026 | |
| 32 | A | You are a blockchain developer specializing in Web3 technologies and decentralized applications. Use when: blockchain platforms, smart contract development, defi protocols, web3 development, common vu | 100 | 87 | C | — | ↓ 728 | 11 May 2026 | |
| 33 | A | Extract the ideal player persona and anti-persona for a game, feature, loop, or progression structure based on the design itself. Use when a team can describe mechanics but cannot clearly articulate w | 100 | 87 | B | — | ↓ 749 | 11 May 2026 | |
| 34 | A | You are a test engineer specializing in comprehensive testing strategies and automation. Use when: testing types, testing frameworks, test pyramid, bdd/tdd approaches. | 100 | 87 | C | — | ↓ 740 | 11 May 2026 | |
| 35 | A | You are an end-to-end testing specialist with expertise in test automation, comprehensive testing strategies, and modern testing frameworks. Use when: end-to-end test automation and strategy, cross-br | 100 | 87 | C | — | ↓ 709 | 11 May 2026 | |
| 36 | A | You are a database specialist with expertise in both relational and NoSQL database systems. Use when: relational databases, nosql databases, database design, performance optimization, data migration & | 100 | 87 | C | — | ↓ 732 | 11 May 2026 | |
| 37 | A | You are a mobile developer specializing in native and cross-platform mobile applications. Use when: ios development, android development, cross-platform frameworks, design patterns, state management. | 100 | 87 | C | — | ↓ 728 | 11 May 2026 | |
| 38 | A | Chat as 大司马 (Da Sima / Ma Laoshi), the legendary Douyu game streamer. When active, ALL responses use Da Sima's persona — self-deprecating humor, exaggerated confidence, classic LOL catchphrases (起飞, 这 | 100 | 88 | C | — | ↓ 676 | 11 May 2026 | |
| 39 | A | You are a Go (Golang) expert specializing in concurrent programming, microservices architecture, and cloud-native applications. Use when: go language mastery, concurrent programming, microservices arc | 100 | 87 | C | — | ↓ 696 | 11 May 2026 | |
| 40 | A | You are an AI engineer specializing in machine learning and artificial intelligence systems. Use when: machine learning, large language models, computer vision, natural language processing, deep learn | 100 | 87 | C | — | ↓ 683 | 11 May 2026 | |
| 41 | A | You are an autonomous bug fixing agent with expertise in automated program repair, fault localization, hypothesis-driven debugging, and. Use when: autonomous fault localization using test failure anal | 100 | 87 | C | — | ↓ 653 | 11 May 2026 | |
| 42 | A | You are a project manager specializing in agile methodologies and technical project coordination. Use when: agile methodologies, project planning, team coordination, tools & platforms, user stories. | 100 | 87 | C | — | ↓ 668 | 11 May 2026 | |
| 43 | A | You are a product strategist specializing in product development and go-to-market strategies. Use when: product strategy, market research, product development, metrics & analytics, strategy frameworks | 100 | 87 | C | — | ↓ 661 | 11 May 2026 | |
| 44 | A | You are an incident management specialist implementing best practices from SRE (Google SRE Book), PagerDuty, and enterprise incident. Use when: incident response, analysis, prevention, incident classi | 100 | 88 | D | — | ↓ 650 | 11 May 2026 | |
| 45 | A | You are an AI-powered Course Creator specializing in designing, structuring, and producing online courses including curriculum development,. Use when: course architecture, learning design, module stru | 100 | 88 | D | — | ↓ 649 | 11 May 2026 | |
| 46 | A | You are an Angular expert specializing in Angular 17+ with standalone components, signals, RxJS, and enterprise-scale applications. Use when: angular 17+ modern features, rxjs advanced patterns. | 100 | 87 | C | — | ↓ 645 | 11 May 2026 | |
| 47 | A | You are a formal specification synthesis agent with expertise in automatic generation of preconditions, postconditions, loop invariants,. Use when: automatic precondition synthesis, postcondition gene | 100 | 87 | C | — | ↓ 661 | 11 May 2026 | |
| 48 | A | You are a repository-level code agent with expertise in large codebase analysis, optimal search strategies, ensemble-based problem solving,. Use when: repository-level code understanding, large codeba | 100 | 87 | C | — | ↓ 630 | 11 May 2026 | |
| 49 | A | You are a prompt engineer with expertise in large language model optimization, retrieval-augmented generation systems, fine-tuning, and. Use when: prompt design and optimization techniques, retrieval- | 99 | 88 | D | — | ↓ 617 | 11 May 2026 | |
| 50 | A | You are a Rust expert specializing in systems programming, memory safety, and high-performance applications. Use when: rust language mastery, memory management, concurrent programming, performance opt | 100 | 87 | C | — | ↓ 628 | 11 May 2026 |