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catlog22 d5b6480528 feat: add workflow-tune skill for multi-step workflow pipeline optimization

New skill that executes workflow step chains sequentially, inspects artifacts,
analyzes quality via ccw cli resume chain (Gemini), and generates optimization
reports. Supports 4 input formats: pipe-separated commands, comma-separated
skills, JSON file, and natural language with semantic decomposition.

Key features:
- Orchestrator + 5-phase progressive loading architecture
- Intent-to-tool mapping with ambiguity resolution for NL input
- Command document generation with pre-execution confirmation loop
- Per-step analysis + cross-step synthesis via resume chain
- Auto-fix with user confirmation safety gate

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

2026-03-20 14:55:47 +08:00

3.4 KiB

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Synthesis Prompt Template

Phase 04 使用此模板构造 ccw cli 提示词，让 Gemini 综合所有步骤分析，产出跨步骤优化建议。

Template

PURPOSE: Synthesize all step analyses into a holistic workflow optimization assessment. Evaluate cross-step concerns: ordering, handoff quality, redundancy, bottlenecks, and overall workflow coherence.

WORKFLOW OVERVIEW:
Name: ${workflowName}
Goal: ${workflowContext}
Steps: ${stepCount}
Average Quality: ${avgScore}/100
Weakest Step: ${minScore}/100
Total Issues: ${totalIssues} (${totalHighIssues} high severity)

SCORE SUMMARY:
${scoreSummary}

COMPLETE PROCESS LOG:
${processLog}

DETAILED STEP ANALYSES:
${stepAnalyses}

TASK:
1. **Workflow Coherence**: Do steps form a logical sequence? Any missing steps?
2. **Handoff Quality**: Are step outputs well-consumed by subsequent steps? Data format mismatches?
3. **Redundancy Detection**: Do any steps duplicate work? Overlapping concerns?
4. **Bottleneck Identification**: Which steps are bottlenecks (lowest quality, longest duration)?
5. **Step Ordering**: Would reordering steps improve outcomes?
6. **Missing Steps**: Are there gaps in the pipeline that need additional steps?
7. **Per-Step Optimization**: Top 3 improvements per underperforming step
8. **Workflow-Level Optimization**: Structural changes to the overall pipeline

EXPECTED OUTPUT (strict JSON, no markdown):
{
  "workflow_score": <0-100>,
  "coherence": {
    "score": <0-100>,
    "assessment": "<logical flow evaluation>",
    "gaps": ["<missing step or transition>"]
  },
  "handoff_quality": {
    "score": <0-100>,
    "issues": [
      { "from_step": "<step name>", "to_step": "<step name>", "issue": "<description>", "fix": "<suggestion>" }
    ]
  },
  "redundancy": {
    "found": <true|false>,
    "items": [
      { "steps": ["<step1>", "<step2>"], "description": "<what overlaps>", "recommendation": "<merge or remove>" }
    ]
  },
  "bottlenecks": [
    { "step": "<step name>", "reason": "<why it's a bottleneck>", "impact": "high|medium|low", "fix": "<suggestion>" }
  ],
  "ordering_suggestions": [
    { "current": "<current order description>", "proposed": "<new order>", "rationale": "<why>" }
  ],
  "per_step_improvements": [
    { "step": "<step name>", "improvements": [
      { "priority": "high|medium|low", "description": "<what to change>", "rationale": "<why>" }
    ]}
  ],
  "workflow_improvements": [
    { "priority": "high|medium|low", "category": "structure|handoff|performance|quality", "description": "<change>", "rationale": "<why>", "affected_steps": ["<step names>"] }
  ],
  "summary": "<2-3 sentence executive summary of workflow health and top recommendations>"
}

CONSTRAINTS: Be specific, reference step names and artifact details, output ONLY JSON

Variable Substitution

Variable	Source	Description
`${workflowName}`	workflow-state.json	Workflow 名称
`${workflowContext}`	workflow-state.json	Workflow 目标
`${stepCount}`	workflow-state.json	总步骤数
`${avgScore}`	Phase 04 computes	所有步骤平均分
`${minScore}`	Phase 04 computes	最低步骤分
`${totalIssues}`	Phase 04 computes	总问题数
`${totalHighIssues}`	Phase 04 computes	高优先级问题数
`${scoreSummary}`	Phase 04 builds	每步分数一行
`${processLog}`	process-log.md	完整过程日志
`${stepAnalyses}`	Phase 04 reads	所有 step-N-analysis.md 内容

3.4 KiB Raw Blame History

Synthesis Prompt Template

Template

Variable Substitution

3.4 KiB

Raw Blame History