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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查看安装方法安装前可以查看交给 AI 代理的指令内容。
Orchestrate a goal end-to-end: plan → route → compose skills/tools/MCPs → gate each step → verify → fail safe. The engine for speed + quality. Pattern: references/sops/dynamic-workflows.md. Named workflows: references/sops/wf-*.md.
/workflow investor-update) → load its wf-*.md card. Free-form goal → first run /structure to get Context · Outcome · Goal · Success criteria, then plan the steps./skill, a tools/*.py, or an MCP call) → run its gate/verify check → branch on the result (e.g. missing data → flag + ask, don't guess). Reuse existing capabilities; don't rebuild.decisions/log.md.New recurring multi-step goal that composes ≥2 capabilities and has a definable "done"? Author a references/sops/wf-<name>.md card (format in dynamic-workflows.md) and add it to the inventory. Don't workflow-ify one-offs (Simplicity). Don't overwrite a workflow card without asking.
All of CLAUDE.md. Especially: the autonomy gate per step, quality gate before "done", cite-don't-invent, no confidential data persisted, draft-never-send external.
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Use when someone asks for an AIOS audit, asks to score their setup against the Four Cs, or says "is my AIOS working" / "audit my setup" / "find gaps in my AIOS". Produces a Four-Cs scoreboard with top-3 fixes ranked by leverage.
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Use at the start of a working day (or when the user asks "what should I focus on today / give me my brief / daily standup"). Produces a one-screen daily brief — today's top 3, open loops that need a nudge, what's slipping, and a suggested focus order. Trigger on "/daily", "daily brief", "what should I focus on today", "morning brief", "standup".
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Use when the user faces a real decision with stakes and wants it framed cleanly — options, ranked criteria, a recommendation, the falsifier, and reversibility — then logged to decisions/log.md. Trigger on "/decide", "help me decide", "should I X or Y", "frame this decision", "what's the call here", "log this decision".
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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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Template skill for a leadership-transition / executive cockpit — when someone steps into or covers a leadership role and needs to not drop anything. Produces a handoff doc + decision-rights map, an "open loops" tracker, a team-comms cadence, and a recurring report/update drafter. Trigger on "/exec-cockpit", "handoff doc", "decision-rights map", "open loops tracker", "cover for <role>", "interim <role>". Customize the placeholders to your situation.
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Use to run an autoresearch-style experiment loop — improve a measurable artifact by trying changes, measuring against one objective metric, keeping if better and reverting if not, on an isolated git branch with a logged trail. Trigger on "/experiment", "run an experiment loop", "autoresearch X", "tune/optimize X against a metric", "hill-climb X". Follows references/sops/experiment-loop.md. Enforces the autonomy gate (objective metric + reversible sandbox + no PHI/external) before any unsupervised looping.
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