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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

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Step Analysis Prompt Template

Phase 03 使用此模板构造 ccw cli 提示词，让 Gemini 分析单个步骤的执行结果和产物质量。

Template

PURPOSE: Analyze the output of workflow step "${stepName}" (step ${stepIndex}/${totalSteps}) to assess quality, identify issues, and evaluate handoff readiness for the next step.

WORKFLOW CONTEXT:
Name: ${workflowName}
Goal: ${workflowContext}
Step Chain:
${stepChainContext}

CURRENT STEP:
Name: ${stepName}
Type: ${stepType}
Command: ${stepCommand}
${successCriteria}

EXECUTION RESULT:
${execSummary}

${handoffContext}

STEP ARTIFACTS:
${artifactSummary}

ANALYSIS DEPTH: ${analysisDepth}
${depthInstructions}

TASK:
1. Assess step execution quality (did it succeed? complete output?)
2. Evaluate artifact quality (content correctness, completeness, format)
3. Check handoff readiness (can the next step consume this output?)
4. Identify issues, risks, or optimization opportunities
5. Rate overall step quality 0-100

EXPECTED OUTPUT (strict JSON, no markdown):
{
  "quality_score": <0-100>,
  "execution_assessment": {
    "success": <true|false>,
    "completeness": "<complete|partial|failed>",
    "notes": "<brief assessment>"
  },
  "artifact_assessment": {
    "count": <number>,
    "quality": "<high|medium|low>",
    "key_outputs": ["<main output 1>", "<main output 2>"],
    "missing_outputs": ["<expected but missing>"]
  },
  "handoff_assessment": {
    "ready": <true|false>,
    "next_step_compatible": <true|false|null>,
    "handoff_notes": "<what next step should know>"
  },
  "issues": [
    { "severity": "high|medium|low", "description": "<issue>", "suggestion": "<fix>" }
  ],
  "optimization_opportunities": [
    { "area": "<area>", "description": "<opportunity>", "impact": "high|medium|low" }
  ],
  "step_summary": "<1-2 sentence summary for process log>"
}

CONSTRAINTS: Be specific, reference artifact content where possible, output ONLY JSON

Variable Substitution

Variable	Source	Description
`${stepName}`	workflow-state.json	当前步骤名称
`${stepIndex}`	orchestrator loop	当前步骤序号 (1-based)
`${totalSteps}`	workflow-state.json	总步骤数
`${workflowName}`	workflow-state.json	Workflow 名称
`${workflowContext}`	workflow-state.json	Workflow 目标描述
`${stepChainContext}`	Phase 03 builds	所有步骤状态概览
`${stepType}`	workflow-state.json	步骤类型 (skill/ccw-cli/command)
`${stepCommand}`	workflow-state.json	步骤命令
`${successCriteria}`	workflow-state.json	成功标准 (如有)
`${execSummary}`	Phase 03 builds	执行结果摘要
`${handoffContext}`	Phase 03 builds	上一步的产出摘要 (非首步)
`${artifactSummary}`	Phase 03 builds	产物内容摘要
`${analysisDepth}`	workflow-state.json	分析深度 (quick/standard/deep)
`${depthInstructions}`	Phase 03 maps	对应深度的分析指令

2.9 KiB Raw Blame History

Step Analysis Prompt Template

Template

Variable Substitution

2.9 KiB

Raw Blame History