Productivity skills

Universal operating skill: bind the public task, act from evidence, preserve boundaries, and verify the delivered result.

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Proxy Cline CLI tasks: dispatch, monitor, relay decisions.

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Use when the user dumps a batch of inputs at once — a pile of emails, a backlog of Slack/Teams messages, a list of asks, meeting action items, a notes brain-dump — and needs it sorted into action. Classifies each item, assigns owner + next step + priority, and flags which need a full /structure brief or a /decide call. Trigger on "/triage", "triage this", "process my inbox", "sort these asks", "clear my backlog", "what do I do with all this".

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Use to run a dynamic, goal-driven workflow — orchestrate a multi-step goal by composing skills, tools, and MCPs, with a quality gate and verification at each step. Trigger on "/workflow", "run the <name> workflow", "orchestrate X", or a multi-step recurring goal ("draft the investor update", "give me my morning brief"). Follows references/sops/dynamic-workflows.md and the wf-*.md cards. Respects the autonomy/cadence gate (auto on reversible/internal, draft-then-approve on external/regulated).

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Use when the user brings any fuzzy, half-formed, or interrupt-driven input — an order from a boss, a forwarded email thread, a ticket, a chat message, a "can you look into X", a raw idea — and it needs framing before work starts. Turns the input into a structured brief (Context · Desired outcome · Goal · Owner · Next step · Decision needed). This is the AIOS's front door; run most things through it first. Trigger on "/structure", "frame this", "what's the actual ask here", "structure this", or any vague task that lacks a defined outcome.

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First-run guided setup for a fresh gAIOS clone. Interviews the user (identity, role, priorities, voice, connections, team, pain, guardrails) and fills the templates — CLAUDE.md, context/, references/voice.md, connections.md — then introduces the WAT / wiki / workflows / experiments features. Trigger on "/setup", "set me up", "get started", "onboard me", or a fresh clone where CLAUDE.md still has {{placeholders}}.

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Use weekly to find and ship one new automation. Walks the 3Ms interview — Mindset (find the candidate) → Method (scope one) → Machine (build it). Trigger on "let's level up", "what should I automate next", "find me leverage this week", or as a Friday ritual. One run = one shipped artifact.

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Use when the user needs a written communication drafted in their voice — an email, a Slack/Teams message, a team update, an announcement, a reply to a thread, or a post. Produces a ready-to-review draft matching references/voice.md; never auto-sends external. Trigger on "/draft", "draft an email", "write a reply", "draft the update", "draft the announcement", "respond to this thread in my voice".

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AI-PLC進行中のアイデア相談。今のLayerと照らして却下／今のタスク内で修正／Re-Inception／Re-Collection／いつかやるに振り分け、所感と次のコマンドを返す（読み取り専用）。

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【実験版・Jev監視つき】ai_plc_operation - AI-PLC Stage 4。backlog（Agent定義があればそれ）に従ってタスクを実行し、成果物をArtifact Storeに格納する。

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ai_plc_operation - AI-PLC Stage 4。backlog（Agent定義があればそれ）に従ってタスクを実行し、成果物をArtifact Storeに格納する。

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AI-PLC Stage 4 Operation。Backlog（Agent定義があればそれ）に従ってタスクを実行し、成果物生成、検証、ステータス更新、Propagationを行う。

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SKL_plc_db_sync（旧 ai-plc-db-sync）- AI-PLCのローカルDBとNotion DBをpull、push、sync、statusで双方向同期する。

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ai_plc_construction - AI-PLC Stage 3。Agent 定義が要るタスク（RUL_plc_adaptive §6）に対して実行可能なスキル定義と実行計画を生成する。

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AI-PLCのローカルSQLite DBとNotion DBをpull、push、sync、statusで双方向同期する。

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AI-PLC Stage 3 Construction。Agent 定義が要るタスク（RUL_plc_adaptive §6: complex・platform_builder・慎重モード・委譲・長い実装）に対して実行可能なAgent定義と実行計画を生成する。

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AI-PLCの Project Registry（.claude/db/ai_plc.db の projects / tasks）を照会・追加する。「Registry見せて」「AI-PLCのダッシュボード」「プロジェクト一覧」「このLayerのタスク状況」「Registryに登録して」で使う。

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AI-PLCの進行中に、ユーザーの「ここをこうしたい」を命令ではなく相談として受け、今のLayer（intent・backlog）と照らして「却下／今のタスク内で修正／Re-Inception／Re-Collection／いつかやる」に振り分け、所感と次に打つコマンドを返す（読み取り専用・実行しない）。「どう思う？」「これやるべき？」「Inceptionからやり直すべき？」「次どのコマンド打てばいい？」で使う。

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Sets the posture for working on a WordPress site through Respira: report what changed on the site, stay visible during long operations, be honest about limits, and send what Respira cannot do to the founder. Use whenever Respira is mentioned, the user references their WordPress site, or the user wants to edit a site.

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Breaks down complex tasks into ordered, verifiable sub-tasks with dependencies, milestones, and risks.

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Produces a concise, structured analysis report of a codebase: dependencies, workflow, and context.

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Best practices for authoring clean, maintainable, and portable GNU Make Makefiles. Use when the task involves `creating or editing Makefiles`, `Makefile`, `makefile`, `*.mk`, `GNUmakefile`, `GNU Make patterns`, `build automation`, or `makefile troubleshooting`.

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Optimize Core Web Vitals (LCP, INP, CLS) for better page experience and search ranking. Use when the task involves `improve Core Web Vitals`, `fix LCP`, `reduce CLS`, `optimize INP`, `page experience optimization`, or `fix layout shifts`.

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Generate structured handoff materials for offline human tasks (interviews, observations, outreach). Creates actionable briefs with phone-friendly capture templates.

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