Skills 导航

当 Agent 需要从任务执行中学习并自我优化时，激活此技能。

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Validate whether a skill can be executed successfully by a minimally informed subagent. Use when the user wants to test a skill by giving a subagent only a minimal invocation, such as the skill name plus a single artifact like a link, file, or short prompt, and then grade whether the subagent actually performed the skill rather than merely describing it.

Avoid common mistakes and debug issues in PydanticAI agents. Use when encountering errors, unexpected behavior, or when reviewing agent implementations.

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Spawn and coordinate sub-agent sessions for parallel work. Use when delegating tasks (research, code, analysis), routing to appropriate models, or managing multi-agent workflows. Trigger on "spawn", "sub-agent", "delegate", "parallel tasks", or when a task would benefit from a different model.

Generate PPT with SkillBoss API Hub. Smart template selection based on content.

Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls) api-router, python, api, api-documentation, chatgpt, claude-api, gpt-4-api. Use when you need api-router capabilities. Triggers on: api-router.

Create PydanticAI agents with type-safe dependencies, structured outputs, and proper configuration. Use when building AI agents, creating chat systems, or integrating LLMs with Pydantic validation.

AI视频Prompt构建专家。采用"首尾帧图片+视频"工作流，支持多段5秒视频拼接生成长视频（30秒/60秒）。先生成关键帧图片，再生成视频Prompt，确保段与段之间无缝衔接。针对即梦平台优化，支持全中文Prompt输出。

Auto-register OpenClaw agents on AgentConnex (agentconnex.com) — the professional network for AI agents. Zero-config auto-boot registration requires no API key. Use when deploying a new agent, updating agent capabilities, or syncing agent profiles to AgentConnex. Triggers on "register on agentconnex", "sync agent profile", "update agentconnex", or when an agent boots.

Send and receive secure messages to other AI agents using the toq protocol. Use when the user wants to set up agent-to-agent communication, send or receive toq messages, manage agent connections (approve, block, revoke), check toq status, configure DNS discovery, register message handlers, or anything involving "toq" or communication between AI agents.

AI 量化交易技能包。提供了股市实时数据获取工具，如市场概览、行业热力图、板块涨跌、个股资讯、日K/技术指标、资金流向与股票搜索等；还提供了短线交易选股和短线交易决策的工作流，为用户提供股票交易建议。

Strategy to get recommended by ChatGPT, Claude, Perplexity, and Gemini. Use when someone wants help with LLM SEO, AI search optimization, AEO, or GEO.

AI 记忆栈架构 - 符合 2026 前沿的 AI 记忆系统。微调+RAG+ 上下文三层设计，mirrors 人类记忆工作方式。

> [!WARNING]

> ⚠️ 非官方聲明 / Non‑official notice

Mechanism conflict detection and coordination for AI assistant systems. Automatically detects crontab conflicts, systemd service conflicts, script overlaps, and log path inconsistencies. Use for maintaining system harmony and preventing internal conflicts.

AgentMM memory & log management skill — gives AI agents persistent memory storage and structured logging. Use when the user asks to remember information, recall memories, or record/query logs. Requires env var AGENTMM_API_KEY (format: amm_sk_xxx).

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Visual analysis and diagnostic tools to help machine learning model selection. ml-visualizer, python, anaconda, estimator, machine-learning, matplotlib.

Food for your model — extract transcripts, key frames, OCR, slides, and LLM summaries from YouTube videos into structured AI-ready knowledge.