opengap 是做什麼的？
記憶完整性稽核。可偵測幻覺、循環確認與狀態中毒。在連續 2 次失敗後或夜間深度檢查時自動執行。使用 Opus 4.6 作為稽核模型。
記憶完整性稽核。可偵測幻覺、循環確認與狀態中毒。在連續 2 次失敗後或夜間深度檢查時自動執行。使用 Opus 4.6 作為稽核模型。
此技能專為 AI 代理（如 Claude Code、Cursor、Codex 等）設計，提供記憶完整性稽核功能。它能偵測並報告三種常見的 AI 代理問題：幻覺（hallucinations，即產生不準確的資訊）、循環確認（circular confirmations，即代理自我驗證無效資訊的模式）以及狀態中毒（state poisoning，即快取或記憶體中的有害狀態）。此技能在連續 2 次任務失敗後或夜間深度檢查時自動觸發，並使用先進的 Opus 4.6 模型作為稽核者，確保記憶狀態的可靠性和完整性。對於開發依賴精確記憶的 AI 代理工具或自動化工作流程而言，此技能至關重要，可防止因累積錯誤而導致的級聯故障。
npx skills add open-gitagent/opengap記憶完整性稽核。可偵測幻覺、循環確認與狀態中毒。在連續 2 次失敗後或夜間深度檢查時自動執行。使用 Opus 4.6 作為稽核模型。
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.