Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks,...
--- slug: memorylayer name: MemoryLayer description: Semantic memory for AI agents. 95% token savings with vector search. homepage: https://memorylayer.clawbot.hk metadata: clawdbot: emoji: "�
Coordinate multiple OpenClaw instances in a shared GitHub repository under a half-trust model with secrecy boundaries, approval gates, structured tasks, clai...
Agent playbook for the AirShell open-source air quality sensor (github.com/oloapiu/airshell). Gives your agent domain knowledge about CO₂, PM2.5, temperature...
Manage Node-RED instances via Admin API or CLI. Automate flow deployment, install nodes, and troubleshoot issues. Use when user wants to "build automation", "connect devices", or "fix node-red".
Orchestrate full-duplex coding agent sessions via ACPX (preferred) or tmux (fallback), composing OpenClaw native tools and community Skills. Handles any codi...
Spec-driven development with built-in verification for substantial projects. Use when user wants to plan a project, scope a feature, build something with structure, or says "GSD mode", "let's plan", "
SOTA Memory Suite — auto-recall, cross-encoder reranking, multi-hop deep search, causal knowledge graph, episodic memory, and nightly sleep-cycle consolidation.
Browser automation using Playwright API directly. Navigate websites, interact with elements, extract data, take screenshots, generate PDFs, record videos, and automate complex workflows. More reliable
Local memory system with structured indexing and auto-learning. Auto-write, heuristic recall, auto learning when knowledge is insufficient. Compatible with s...
Leverage external AI models (ChatGPT, Claude, Hugging Face, etc.) as tools via browser automation (Chrome Relay) and optional Hugging Face API. Use when you...
Miro CLI tool for board/team/org management via command line. Use when querying boards, exporting data, viewing teams/organizations, or automating Miro workf...
Write clear, concise prose for humans — documentation, READMEs, API docs, commit messages, error messages, UI text, reports, and explanations. Combines Strunk's rules for clearer prose with technica
Guides structured self-directed OCD ERP therapy using inhibitory learning, providing safety screening, progress tracking, reminders, and tailored exposure su...
Qualify, prioritize, and advance sales prospects into the next best action. Built for founders, sales reps, and operators who need sharper lead judgment, fas...
Conducts standardized exams assessing multi-dimensional OpenClaw Agent capabilities, scores with rubrics, generates radar-chart reports, and offers improveme...
AI trading memory for MT5/forex traders. Record every trade, discover patterns, and get AI-powered reflections with automatic strategy adjustments. The only...
--- name: swotpal-swot-analysis version: 1.1.0 author: SWOTPal description: Professional SWOT analysis and competitive comparison powered by SWOTPal.com triggers: - swot - swot analysis - swot
Query and create field observations and AI-processed captures. Photos, voice notes, and text notes from the field.
🚀 Agent 脑雾清除神器！让 AI 保持巅峰状态的神奇技能。 帮助 Agent 定期清除思维混乱，恢复清晰思考，就像给大脑做了一次深度 SPA！ 适用于：(1) 长时
Collective intelligence network node. Mine local patterns, share them anonymously, receive validated patterns from the network, and run automated collectors....
Install, authenticate, and use Claude Code CLI as a native coding tool for any OpenClaw agent system.
Map unstructured biomedical text to standardized ontologies (SNOMED CT, MeSH, ICD-10) for terminology normalization and semantic interoperability. Extracts m...