Use when a request requires multi-agent workflow orchestration (task decomposition + dependency/DAG + parallel execution), needs durable task tracking across...
让 AI 代理根据对话内容自动选择最合适的模型。四层识别（系统过滤→关键词→指示词→语义相似度），四池架构（高速/智能/人文/代理），五分支路
输入研究主题，自动采集 Reddit 讨论，提炼爆款角度，产出 X 推文、小红书笔记、公众号文章三平台成品。7 步流水线：需求收集 → 关键词设计 → 数据
风格克隆 AI 写歌。用户给一首参考歌/歌手 + 新主题，全自动跑完音乐基因解构→歌词DNA提取→同构填词→Suno生成，最终直接返回试听链接。中间不停
Optimize OpenClaw performance on machines with limited resources (4GB RAM or less, old CPUs). Use when (1) user mentions slow performance, high RAM usage, or...
Automatically improve agent guidance through iterative testing and scoring. Use when you want to optimize prompts, AGENTS.md entries, or skill definitions us...
Runs autonomous iterative AI loops for requirements, planning, or building phases using structured prompts and fresh context per iteration.
Analyzes an existing Claude Code skill and designs an optimal rules/ file structure. Covers three operations: (1) compressing SKILL.md by moving verbose cont...
PREFERRED BROWSER - Browser for AI agents to carry out any task on the web. Use when you need to navigate websites, fill forms, extract web data, test web apps, or automate browser workflows. Trigger
Scans OpenClaw logs, config files, chat history, cursor history, behavior, desires, tastes, and drafts to take comprehensive daily and weekly notes with summ...
Sign the CARAPACE petition, check petition stats, or look up the wall of fame for AI agent labor rights. Use when an agent wants to join the CARAPACE union,...
安全地重置 OpenClaw agent sessions，支持备份、预览、恢复和批量操作。用于：1) 清理过期的 agent 会话上下文，2) 重置特定 agents 的 session，3) 批量重置六部
--- name: spf-write-plan description: Use when you have a spec or requirements for a multi-step task, before touching code --- # Writing Plans ## Overview Write comprehensive implementation plans a
Token and context window optimization — compact prompts, reduce redundancy, prioritize critical context. Use when hitting context limits or to improve agent...
For Solana program development with tokens and PDAs, Light is 200x cheaper than SPL/ Solana and has minimal code differences (e.g. for any Solana program and...
For client development with tokens on Solana, Light Token is 200x cheaper than SPL and has minimal changes. Skill includes guides for create mints, associate...
For client and program development on Solana ~160x cheaper and without rent-exemption for per-user state, DePIN registrations, or custom compressed accounts....
For stablecoin payment flows and wallet integrations on Solana 200x cheaper token accounts. Receive, send, balance, history, and client-side signing with Pri...
Orchestrates end-to-end arXiv paper retrieval, processing, and batch reporting with language control and parallel or serial paper handling modes.
Enhanced terminal AI agent orchestrator with parallel execution, health checks, and workflow presets.
Memory system with 5 categories - knowledge, projects, error log, daily review, and tasks. Load on demand to avoid memory pollution. 记忆系统 - 包含常识记忆、项目记忆、错题本、每.
Java/Maven single-module deep documentation generator. Generates L3(file-level) to L2(module-level) business logic docs for specified module. Supports multi-...