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End-to-end autonomous execution: figure-out → define → do, chained without manual approval gates. Use when you want to define and execute without intervention during planning, when the user asks for autonomous or end-to-end work, or asks to go from idea to done without approval

From plugin
manifest-dev
7845 skills

Claude Code

$ npx -y skills add doodledood/manifest-dev --skill auto --agent claude-code

SKILL.md

auto.SKILL.md
name: auto
description: 'End-to-end autonomous execution: figure-out → define → do, chained without manual approval gates. Use when you want to define and execute without intervention during planning, when the user asks for autonomous or end-to-end work, or asks to go from idea to done without approval gates.'
argument-hint: '<task>'
user-invocable: true

Read `../ticket-up/references/AUTHORITY.md` before acting. Keep this assignment, its applicable authority and retained decisions in every skill handoff; an isolated caller must receive them explicitly, with the useful intent and evidence.

Run the flow for the task given or inferable from the conversation; with neither, halt with usage.

Where shared understanding is missing, invoke figure-out with the task and `--autonomous`; invoke define with `--autonomous`; invoke do with the exact Manifest path define reports. No path → stop and report.

figure-out and define each end by stopping and leaving the next step to their caller. You are that caller: figure-out's read and define's handoff are checkpoints that return control to this flow, so invoke the next step in the same turn rather than ending it or offering the step to the user. The run ends when do finishes or escalates, or when define reports no path.

The chain runs the same with or without a project — a chat with no workspace, a home or scratch folder. Each skill it invokes decides whether any project surface applies.

Do not set or print a continuation goal during understanding or definition. /do owns the completion backstop. Automatic continuation begins at execution; an interrupted earlier phase must be restarted by the caller.

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@doodledood
Ships withmanifest-dev

Hand your agent a task. Get back work you can trust. manifest-dev is a set of free, open-source skills for coding agents.

Stars on GitHub

Momentum

stars in total
78
Star history of doodledood/manifest-dev on GitHub, a chart by star-history.com

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Questions about auto.

Which coding agents can use auto?
auto installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.