监控任务执行过程，发现技能改进机会。适用于任何多步骤任务、智能体工作流或实质性工作会话，捕捉模式、用户修正、工作流洞察及值得保存为可复用技能的方法。
任务观察器是一个专业的AI智能体技能，专为监控和分析任务执行过程中的技能改进机会而设计。它适用于Claude Code、Cursor、Codex等平台，在智能体使用工具并产生交付成果的任何多步骤任务、智能体工作流或实质性工作会话中发挥作用。该技能的核心价值在于捕捉执行模式、用户修正、工作流洞察以及值得保存为可复用技能的方法论。它会在任务后反馈讨论中、用户明确提及技能观察、改进、观察日志、技能分类法时，或要求智能体留意技能机会时自动触发。该技能也被称为“统御一切之技能”，当用户说出这个短语时同样会被触发。为确保可靠激活，建议将本描述与CLAUDE.md/AGENTS.md指令或框架级会话启动钩子配对使用，因为仅靠描述级匹配无法强制执行。
npx skills add https://github.com/geovanejunior92-debug/claude-skills/tree/main/skills/task-observerInstalled? Explore more 编程与开发 skills: steipete/bluebubbles, steipete/eightctl, steipete/blucli · View all 6 →
监控任务执行过程，发现技能改进机会。在任何多步骤任务、智能体工作流或实质性工作会话中，只要智能体正在使用工具并产生交付成果，都应使用此技能。它会捕捉模式、用户修正、工作流洞察以及值得保存为可复用技能的方法。该技能也会在任务后反馈讨论中触发，当用户明确提及技能观察、改进、观察日志、技能分类法，或要求智能体留意技能机会时。它也被称为“统御一切之技能”——当用户说出这个短语时同样会触发。重要提示：此技能应在每个面向任务的会话开始时被调用——如果你即将使用工具来产生交付成果，请先调用此技能。为确保可靠激活，请将本描述与CLAUDE.md/AGENTS.md指令或框架级会话启动钩子配对使用（参见推荐激活设置）——仅靠描述级匹配无法强制执行。
This repo contains 3 individual skills — each has its own dedicated page.
Compress natural language memory files (CLAUDE.md / AGENTS.md, todos, preferences) into caveman format to save input tokens. Preserves all technical substance, code, URLs, and structure. Compressed version overwrites the original file. Human-readable backup saved as FILE.original.md. Trigger: /caveman-compress FILEPATH or "compress memory file"
Close the loop on a Caveman learn report — review the ranked token sinks and apply cost-lowering fixes (trim config, offload recurring context to cavemem) with per-edit consent. Use when the user runs "caveman learn", asks to lower their agent's token cost, wants to trim a heavy CLAUDE.md / AGENTS.md, or wants to offload context they re-paste every session into cavemem.
Use for any question about a codebase, its architecture, file relationships, or project content — especially when graphify-out/ exists, where the question should be treated as a graphify query first. Turns any input (code, docs, papers, images, videos) into a persistent knowledge graph with god nodes, community detection, and query/path/explain tools.
Send and manage iMessages via BlueBubbles, including attachments, tapbacks, edits, replies, and groups.
Control Eight Sleep pods (status, temperature, alarms, schedules).
BluOS CLI (blu) for discovery, playback, grouping, and volume.
Create, search, and manage Bear notes via grizzly CLI.
Capture frames or clips from RTSP/ONVIF cameras.
Search GIF providers with CLI/TUI, download results, and extract stills/sheets.