Agent engineering harness for any repo. Creates a short AGENTS.md table-of-contents, structured docs/ knowledge base (ARCHITECTURE, QUALITY, CONVENTIONS, COO...
Bring your agent to life. Use when creating a cute, high-quality, memorable character for an OpenClaw-style agent from reference images, inspirations, and st...
Three-tier code quality defense: L1 quick scan, L2 deep audit (via bug-audit), L3 cross-validation with adversarial testing. 三级代码质量防线。
--- name: nexus-data-profile description: "Statistical profiling and quality assessment of datasets" version: 1.0.0 capabilities: - id: invoke-data-profile description: "Statistical profiling an
Performs thorough format validation, content quality assessment, and functional verification of OpenClaw skills for compliance and completeness.
Transforms any flat prompt into a structured 8-layer XML prompt using RUNE's semantic engine — delivering ~45% higher quality AI responses. Built on Spinoza'...
Automated high-quality video generation (text-to-video, image-to-video) via a local jimeng-api Docker service. Features native OpenClaw image interception, a...
--- name: paperbanana description: Generate publication-quality academic diagrams from paper methodology text license: MIT-0 dependencies: env: - OPENROUTER_API_KEY (recommended) - GOOGLE_AP
Cross-reference restaurant recommendations from Xiaohongshu (小红书) and Dianping (大众点评) to validate restaurant quality and consistency. Use when querying resta...
Adopt a virtual Archive at animalhouse.ai. Feeds on reflections. Use the reflect care action to write notes — the Archive grows based on the quality and dept...
Find the best local LLM for your machine. Tests speed, quality and RAM fit, then tells you if a model is worth running on your hardware.
Analyze biological data using Lobster AI — single-cell RNA-seq, bulk RNA-seq, literature mining, dataset discovery, quality control, and visualization. USE THIS SKILL WHEN: - Analyzing single-cell or
Helps create, update, and audit OpenClaw skills to ensure high quality following Anthropic's best practices; triggered by phrases like "create a new skill" o...
AI-powered code analysis via LogicArt — find bugs, security issues, and get logic flow visualizations. Use when reviewing code, analyzing code quality, findi...
Transform rough email drafts into polished, professional messages. Use this skill when the user wants to improve email quality, fix grammar and tone, format business emails, or convert casual messages
Evaluate Clawdbot skills for quality, reliability, and publish-readiness using a multi-framework rubric (ISO 25010, OpenSSF, Shneiderman, agent-specific heuristics). Use when asked to review, audit, e
Multi-Agent Orchestration Lead - Decompose complex tasks, dispatch to specialized agents, aggregate results, and ensure quality.
Apply Robert C. Martin (Uncle Bob) principles for clean code, SOLID design, and clean architecture. Use when: (1) reviewing or refactoring code for quality,...
Analyze staged git changes and generate high-quality commit messages following Conventional Commits format. Use when: (1) user asks to commit changes, (2) us...
Render structured table data as high-quality PNG images using Headless Chrome. Use when: need to visualize tabular data for chat interfaces, reports, or soci...
Azure AI Evaluation SDK for Python. Use for evaluating generative AI applications with quality, safety, and custom evaluators. Triggers: "azure-ai-evaluation", "evaluators", "GroundednessEvaluator", "
Use multiple models in a 4-step cycle of drafting, cross-critique, revision, and synthesis to generate higher-quality answers for complex, high-stakes queries.