运行 `@metaharness/darwin evolve <repo>` 来变异一个 harness 的七个策略面，在沙箱中评分每个变体，并仅推广经过衡量的优胜者。模型保持不变，而 harness 演化。
该技能的核心是通过对 harness 的七个策略面（planner/contextBuilder/reviewer/retryPolicy/toolPolicy/memoryPolicy/scorePolicy）进行变异和评分，实现 harness 的自动演化，而底层模型保持不变。它通过 `@metaharness/darwin evolve <repo>` 命令驱动，每个变体在沙箱环境中独立评分，仅当某个变体的得分显著优于当前版本时才被采纳推广，从而确保持续改进。该技能支持多种 AI 代理平台，如 Claude Code 或 Cursor，并遵循 ADR-150 和 ADR-153 的架构约束。当 `@metaharness/darwin` 工具缺失时，系统会优雅降级，不会崩溃，这体现了其健壮的设计。对于开发者而言，这一自动化进化机制能够逐步优化 harness 的策略，提升整体性能，而无需人工干预模型或策略的细枝末节。
npx skills add https://github.com/ruvnet/ruflo/tree/main/plugins/ruflo-metaharness/skills/harness-evolve运行 @metaharness/darwin evolve <repo> 来变异一个 harness 的七个策略面（planner/contextBuilder/reviewer/retryPolicy/toolPolicy/memoryPolicy/scorePolicy），在沙箱中评分每个变体，并仅推广经过衡量的优胜者。模型保持不变；harness 演化。这闭合了 ADR-150 开启的循环（评分+基因组描述；演化带来变化）。当 @metaharness/darwin 缺失时，系统会优雅降级（受 ADR-150 + ADR-153 架构约束）。
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.