Other skills

Inspect architectural variances with SMARTS; record only explicit user choices. Report-only requests make no changes.

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Build source-backed project context through bounded inspection, optional agents, and record-level knowledge writes.

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Prepare a declared release target, or preview it with --dry-run. Derive its version and require authorization before publication.

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Inspect architectural variances with SMARTS; record only explicit user choices. Report-only requests make no changes.

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Build an authorized feature from a maintained specification, testable criteria and useful plan, without duplicating user approval.

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Verify the active host install, package, command ownership, enforcement, and harmless live-fire probe. Read-only.

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Inspect context drift and refresh selected source-backed documents under existing authorization.

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Clean up an already-merged local branch after proving containment. Confirm each discard and preserve unique work.

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Sanctioned lane for non-behavioral work — docs-only edits, dependency bumps, reverts. Type-scaled gates; no TDD demanded of prose.

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Clean up an already-merged local branch after proving containment. Confirm each discard and preserve unique work.

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Open a PR or finish branch disposition; route CI watching and post-merge cleanup to their owners. Merge and discard need explicit authority.

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The parallel fan-out primitive. Routed to by any skill or command that splits work across independent units and dispatches an agent per unit — subagent-driven-development, /sprint, parallel /review. It owns the dispatch/collect/funnel discipline: bound concurrency, isolate units, collect every result, dedupe overlap, and funnel through finding-triage then the read-only verdict-aggregator. Raw agent output is never consumed before the funnel runs; an agent that errors records its unit as incomplete without corrupting the batch.

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Develop greenfield context from a resumable interview recorded as decomposition and knowledge records.

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Open a PR or finish branch disposition; route CI watching and post-merge cleanup to their owners. Merge and discard need explicit authority.

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Build source-backed project context through bounded inspection, optional agents, and record-level knowledge writes.

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Develop greenfield context from a resumable interview recorded as decomposition and knowledge records.

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Advanced Hive Mind collective intelligence system for queen-led multi-agent coordination with consensus mechanisms and persistent memory

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Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations. Use when optimizing memory usage, improving search speed, or scaling to millions of vectors.

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Comprehensive performance analysis, bottleneck detection, and optimization recommendations for Claude Flow swarms

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AI Manipulation Defense System implementation with Midstream, AgentDB, and lean-agentic

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Edit drafts into natural prose, inspect AI-sounding patterns, or review how a specified audience might respond passage by passage. Zero Slop runs inside the user's existing AI assistant with local tools that protect source details. Use for humanizing or de-slopping writing, polishing outward-facing prose, social drafts, final editorial checks, or an explicit simulated reader review. Preserve facts, voice and format; reader simulations are hypotheses, not human feedback.

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生成学术论文配图：LaTeX/TikZ 代码（结构化图表，直接嵌入论文）或 draw.io XML （技术路线图、汇报配图）。自动按论文领域风格设计，编译验证后交付。 Use when the user asks for: 论文配图、画架构图、画流程图、TikZ 图、draw.io 学术图、复刻论文图、tikz/latex diagram。

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古人说唱 Battle：把两个历史上的死对头（诸葛亮 vs 司马懿、岳飞 vs 秦桧……）做成一条 AI 说唱对决短视频，从选题写词（每句配史料注释）、Suno 做歌、Midjourney 定妆、即梦 Seedance 2.5 网页版分段生成（提示词按半句精确到 0.01 秒写歌词，口型一次对好），到自动逐镜头对齐、拼接、字幕包装、封面和发布文案一条龙。用户说"做一期 A vs B"、"古人说唱 battle"、"历史人物说唱"、"rap battle 视频"，或者要改已有一期的歌词、镜头、字幕、封面时使用。Make an AI rap-battle short between two historical rivals, end to end, with Seedance 2.5 (or MiniMax H3).

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Implement a piece of work based on a spec or set of tickets.

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