fast-jev-compaction 是做什麼的？
Claude Code 外掛，將壓縮摘要替換為 Jev 決策：在一次快速請求中對每個工具呼叫與結果進行評分，過時的內容會被丟棄或截斷，保留的內容則保持原樣。
Claude Code 外掛，將壓縮摘要替換為 Jev 決策：在一次快速請求中對每個工具呼叫與結果進行評分，過時的內容會被丟棄或截斷，保留的內容則保持原樣。
此技能是一個專為 Claude Code 設計的外掛，旨在優化對話壓縮過程。傳統的壓縮摘要往往會遺失重要細節，而此技能透過 Jev 決策機制，針對每個工具呼叫與其結果進行獨立評分，僅在一次快速請求中完成。過時或不相關的內容會被自動丟棄或截斷，而保留的內容則會保持原始格式不變，確保資訊完整性。它支援 Claude Code 平台，透過取代標準的壓縮摘要來提升上下文管理的準確性與效率。對於需要長期保持對話語境一致性的開發者來說，此技能能有效減少資訊遺失，讓 AI 代理在後續互動中更好理解先前的操作脈絡。
npx skills add tamaratran/fast-jev-compactionClaude Code 外掛，將壓縮摘要替換為 Jev 決策：在一次快速請求中對每個工具呼叫與結果進行評分，過時的內容會被丟棄或截斷，保留的內容則保持原樣。
Extract frames or short clips from videos using ffmpeg.
Summarize or transcribe URLs, YouTube/videos, podcasts, articles, transcripts, PDFs, and local files.
Use when testing, fixing, or extending the OpenClaw Control UI GUI with Vitest + Playwright end-to-end checks, mocked Gateway WebSocket flows, mocked dashboard runs, screenshots/videos, or agent-verifiable browser proof.
Obra superpowers agent skills.
See, Understand, Act on video and audio. See- ingest from local files, URLs, RTSP/live feeds, or live record desktop; return realtime context and playable stream links. Understand- extract frames, build visual/semantic/temporal indexes, and search moments with timestamps and auto-clips. Act- transcode and normalize (codec, fps, resolution, aspect ratio), perform timeline edits (subtitles, text/image overlays, branding, audio overlays, dubbing, translation), generate media assets (image, audio...
End-to-end marketing campaign planning and execution. Covers audience research, positioning, campaign angle definition, landing page copy, email sequences, social posts, ad copy, short-form video scripts, and content calendars. Use as the orchestration layer for multi-channel product launches. Use when planning or executing a multi-channel product launch, or producing landing page, email, social, or ad copy.