opengap 是做什么的？
记忆完整性审计。检测幻觉、循环确认和状态污染。在连续两次失败后或夜间深度剖析时自动运行。使用 Opus 4.6 作为审计模型。
记忆完整性审计。检测幻觉、循环确认和状态污染。在连续两次失败后或夜间深度剖析时自动运行。使用 Opus 4.6 作为审计模型。
open-gitagent/opengap 是一个专门用于 AI 代理记忆完整性审计的技能。它的核心功能是检测并报告代理运行过程中可能出现的幻觉（hallucinations）、循环确认（circular confirmations）以及状态污染（state poisoning）问题。这些问题是 AI 代理在长期任务执行中常见的可靠性隐患，可能导致错误决策或系统状态混乱。该技能支持在连续两次任务失败后自动触发审计，或者按照预设的计划在夜间深度剖析时执行，确保代理的记忆状态始终保持准确和一致。它采用 Opus 4.6 作为审计模型，利用该模型强大的分析能力对记忆内容进行深入检查。该技能适用于需要高可靠性 AI 代理的应用场景，如自动化运维、复杂任务编排和长期运行的智能体系统，能够显著提升系统的稳定性和可信度。
npx skills add open-gitagent/opengap记忆完整性审计。检测幻觉、循环确认和状态污染。在连续两次失败后或夜间深度剖析时自动运行。使用 Opus 4.6 作为审计模型。
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.