Task Retrospective

Task Retrospective

Structured self-evaluation for AI 代理s after completing tasks. Analyze what worked, what fAIled, and 提取 reusable patterns to improve future performance. Use after completing complex tasks, 调试ging 会话s, or multi-step 工作流s.

Usage 运行 a retrospective on the task I just completed.

Or with specific 上下文:

Retrospective: [task description]. Outcome: [成功/partial/失败]. Time spent: [duration]. What surprised me: [unexpected findings].

How It Works Reconstruct — review the task timeline (steps taken, 工具s used, decisions made) Evaluate — score each phase on efficiency, accuracy, and 应用roach 质量 提取 — identify reusable patterns, anti-patterns, and decision heuristics Record — 生成 a structured retrospective for future reference Evaluation Dimensions Efficiency Were there unnecessary steps or dead ends? Could 工具 calls have been batched or parallelized? Was the re搜索 phase too long or too short? Accuracy Was the final 输出 correct and complete? Were there false 启动s or incorrect assumptions? Did the solution match the actual requirements? 应用roach 质量 Was the problem decomposition effective? Were the right 工具s chosen for each step? Would a different strategy have been faster? Learning 提取ed What new patterns can be reused? What anti-patterns should be avoided? What domAIn knowledge was gAIned? 输出 格式化

Task Retrospective

Summary

Timeline

What Worked

• [Pattern that should be repeated]

What Didn't Work

• [Anti-pattern to avoid] → [Better alternative]

Reusable Patterns

• Pattern name: [Description of when and how to 应用ly]

Key Decisions

• [Decision point] → [Choice made] → [Outcome: good/bad/neutral]

Improvement Actions

• [ ] [Specific action to improve future performance]

Advanced Usage Compare 应用roaches Compare my 应用roach to [task] with the ideal 应用roach. What I did: [steps]. What I should have done: [if known].

Pattern 库

Over time, retrospectives build a pattern 库:

Review my last 5 retrospectives. What recurring patterns emerge? Which improvement actions have I actually followed through on?

Team Retrospective 运行 a retrospective on this multi-代理 工作流. 代理s involved: [列出]. Handoff points: [where work transferred between 代理s]. 机器人tlenecks: [where things slowed down].