| name | auto-optimize |
| description | Host-agnostic Agent Skill: double-layer workflow for AI-assisted delivery—requirement specification, multi-prompt outer loop, on-disk inner iterations, phase gates, optional byte-level verify. For any IDE, CLI, or Skill-capable tool (e.g. OpenClaw). Read program.md and docs/verifiability.md before editing delivery artifacts unless waived. |
Double-layer auto-optimization (Skill entry)
This file is the Skill package entry (SKILL.md). Normative text lives under docs/. Not tied to a specific IDE—any host that loads this Skill can use it.
Strict execution (hard constraints)
- The agent must follow
program.md, docs/verifiability.md, docs/phase-01-spec.md through phase-04-output.md, and docs/execution.md in full; must not shorten the workflow to save tokens, time, or because it “feels enough”.
- Each
tracks/prompt-*/ inner loop must satisfy docs/phase-03-inner.md: gates (e.g. at least r01, r02 per scheme) and main termination (all items checked in tracks/phase-01-acceptance.md; or 5 rounds max). Self-score “≥8” must not alone justify stopping (verifiability.md R3). Forbidden: claiming a track is “deliverable” and moving to phase 4 before the acceptance checklist passes.
- Forbidden: using “reduce workload” or other reasons not in the Skill to deviate; only when the user explicitly waives in the current turn may the full workflow be skipped.
Quick start (agent)
- Read program.md (shortest path) or the checklist below; do not skip docs/verifiability.md (R1–R5).
- Open phases in order:
docs/phase-01-spec.md → phase-02-prompts.md → phase-03-inner.md → phase-04-output.md; read docs/execution.md for cost/order reminders.
- Before phase 1 gates pass, do not rewrite delivery code; phase 1 must write
tracks/phase-01-acceptance.md (R3); phase 2 must write tracks/phase-02-consistency-check.md (check + scheme–dimension table); r01 for prompt-b/prompt-c must not be a full-page copy of prompt-a; waivers must be explicit in the current user message.
- Before claiming delivery matches the final track file, in a class-A environment actually run
scripts/skill-verify.sh from the repository root (see program.md).
Execution checklist
- [ ] Read docs/verifiability.md (R1–R5)
- [ ] Phase 1: spec written, feature list non-empty; tracks/phase-01-acceptance.md exists with ≥1 item
- [ ] Phase 2: outer prompts + consistency check; tracks/phase-02-consistency-check.md written (with table)
- [ ] Phase 3: each tracks/prompt-*/ has at least r01.* and r02.*; non-a r01 is independently generated
- [ ] Phase 4: compare & output; at least one track fully checked before final delivery (R3; self-score reference only)
- [ ] Delivery claim: ran skill-verify.sh and recorded command + output (R2/R4)
Resource index
User waiver
Must be written in the current task message, e.g.:
This task waives the Skill / skips phases
(Synonyms allowed if equally explicit; the agent must not infer a waiver.)
High-risk domains
Does not replace regulation, clinical procedures, or human review; model self-scores and scripts are not sole safety evidence.
