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Iteratively auto-optimize a prompt until no issues remain. Uses prompt-reviewer in a loop, asks user for ambiguities, applies fixes via prompt-engineering skill. Runs until converged.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
| name | auto-optimize-prompt |
| description | Iteratively auto-optimize a prompt until no issues remain. Uses prompt-reviewer in a loop, asks user for ambiguities, applies fixes via prompt-engineering skill. Runs until converged. |
User request: $ARGUMENTS
Iteratively optimize a prompt until no issues remain.
Loop until prompt-reviewer finds no issues: review → resolve NEEDS_USER_INPUT with user → fix via prompt-engineering → repeat.
/tmp/auto-optimize-*.md during iterations; apply to original only when converged| Constraint | Why |
|---|---|
| Converge, don't cap | No iteration limits—run until no issues |
| Atomic output | Original unchanged until fully converged |
| DRY | Delegate review to prompt-reviewer, fixes to prompt-engineering |
| User-in-the-loop | NEEDS_USER_INPUT issues require user resolution (with context, options); skip if user declines |
Report: file path, iterations, issues fixed (auto vs user-resolved), issues skipped, summary of changes.
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. Triggers: auto, autonomous, end-to-end, just build it, tend pr, babysit pr.
Manifest builder. Turns shared understanding into a verifiable Manifest with Deliverables, Acceptance Criteria, Global Invariants, and Approach. Use when planning features, scoping refactors, debugging complex issues, or whenever a task needs structured thinking before coding. Triggers: define, manifest, scope, plan, spec out, break down.
Manifest executor. Works through Deliverables verifying every Acceptance Criterion and Global Invariant. Use when executing a manifest, running a plan, implementing a defined task. Triggers: do, execute, run the manifest, implement plan, run plan, execute manifest, ship the manifest.
Completion marker for the /do workflow. Outputs a plain-prose summary of what was built. Called by /do after every Acceptance Criterion and Global Invariant verifies PASS, not directly. Triggers: completion summary, manifest complete, all criteria pass, finish manifest, summarize completion, wrap up, mark done.
Structured escalation when /do hits an unrecoverable blocker. Surfaces what was tried, why it failed, and what the user can decide. Called by /do, not directly. Triggers: blocked, can't proceed, unrecoverable failure, need user decision, blocker, hit a wall, escalate, stuck.
Figure things out together — any topic, problem, or idea. Presses relentlessly until shared understanding is reached. Use when you need to understand something before acting, or when figuring it out IS the goal. Triggers: figure out, help me think through, dig deeper, press this, what is really going on, investigate, work through, why does.