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| Phase | Duration | Goal | Deliverable |
|---|---|---|---|
| Discovery | Week 1-2 | Understand context | Interview notes, observations |
| Analysis | Week 2-3 | Identify root causes | Impact/effort matrix |
| Recommendations | Week 3-4 | Present findings | Report with roadmap |
| Implementation | Month 2-6+ | Execute changes | Working system, trained team |
| Transition | Final month | Ensure self-sufficiency | Handover docs |
| 阶段 | 时长 | 目标 | 交付物 |
|---|---|---|---|
| 挖掘调研 | 第1-2周 | 理解业务背景 | 访谈记录、观察报告 |
| 分析诊断 | 第2-3周 | 定位根本原因 | 影响/投入矩阵 |
| 方案建议 | 第3-4周 | 呈现调研结果 | 含实施路线图的报告 |
| 落地执行 | 第2-6个月及以上 | 推进变更落地 | 可运行的系统、经过培训的团队 |
| 过渡移交 | 最后一个月 | 确保团队自主运维 | 移交文档 |
| Priority | What | Action |
|---|---|---|
| High Impact, Low Effort | Quick wins | Do first |
| High Impact, High Effort | Major initiatives | Plan carefully |
| Low Impact, Low Effort | Nice-to-haves | If time permits |
| Low Impact, High Effort | Distractions | Skip |
| 优先级 | 事项类型 | 行动建议 |
|---|---|---|
| 高影响、低投入 | 快速见效项 | 优先执行 |
| 高影响、高投入 | 重大举措 | 仔细规划 |
| 低影响、低投入 | 锦上添花项 | 时间允许时执行 |
| 低影响、高投入 | 分散精力项 | 直接跳过 |
| Anti-Pattern | Problem | Better |
|---|---|---|
| Cookie-Cutter | Same solution everywhere | Context-specific recommendations |
| Tool Pusher | Recommend expensive tools | Tools that solve actual problems |
| Process Nazi | Impose rigid process | Lightweight, fits their culture |
| Permanent Fixture | Never leave, create dependency | Work toward them not needing you |
| Blame Game | Point fingers at people | Fix systems, not blame people |
| 误区类型 | 问题 | 改进方向 |
|---|---|---|
| 一刀切方案 | 对所有客户套用相同解决方案 | 提供贴合业务场景的定制化建议 |
| 工具推销 | 推荐昂贵但不适用的工具 | 选择能解决实际问题的工具 |
| 流程至上 | 强加僵化的流程 | 采用轻量化、适配团队文化的流程 |
| 过度依赖 | 长期驻场，让团队形成依赖 | 推动团队实现自主运维 |
| 指责归责 | 指责具体人员 | 优化系统流程，而非追责个人 |
// Automated codebase assessment
const assessment = await Task("Assess Codebase", {
scope: 'client-project/',
depth: 'comprehensive',
reportFormat: 'executive-summary'
}, "qe-quality-analyzer");
// Returns: { qualityScore, testCoverage, technicalDebt, recommendations }
// ROI analysis for quality initiatives
const roi = await Task("Calculate ROI", {
currentState: { defectEscapeRate: 0.15, mttr: 48 },
proposedImprovements: ['test-automation', 'ci-cd-pipeline'],
timeframe: '6-months'
}, "qe-quality-analyzer");
// Returns: { estimatedCost, estimatedSavings, paybackPeriod }// Automated codebase assessment
const assessment = await Task("Assess Codebase", {
scope: 'client-project/',
depth: 'comprehensive',
reportFormat: 'executive-summary'
}, "qe-quality-analyzer");
// Returns: { qualityScore, testCoverage, technicalDebt, recommendations }
// ROI analysis for quality initiatives
const roi = await Task("Calculate ROI", {
currentState: { defectEscapeRate: 0.15, mttr: 48 },
proposedImprovements: ['test-automation', 'ci-cd-pipeline'],
timeframe: '6-months'
}, "qe-quality-analyzer");
// Returns: { estimatedCost, estimatedSavings, paybackPeriod }aqe/consultancy/
├── assessments/* - Client assessments
├── recommendations/* - Prioritized recommendations
├── roi-analysis/* - ROI calculations
└── progress/* - Implementation trackingaqe/consultancy/
├── assessments/* - Client assessments
├── recommendations/* - Prioritized recommendations
├── roi-analysis/* - ROI calculations
└── progress/* - Implementation trackingconst consultingFleet = await FleetManager.coordinate({
strategy: 'client-engagement',
agents: [
'qe-quality-analyzer', // Assess current state
'qe-regression-risk-analyzer', // Risk assessment
'qe-quality-gate', // Define quality gates
'qe-deployment-readiness' // Deployment maturity
],
topology: 'hierarchical'
});const consultingFleet = await FleetManager.coordinate({
strategy: 'client-engagement',
agents: [
'qe-quality-analyzer', // Assess current state
'qe-regression-risk-analyzer', // Risk assessment
'qe-quality-gate', // Define quality gates
'qe-deployment-readiness' // Deployment maturity
],
topology: 'hierarchical'
});