project-reviewer

Name: project-reviewer
Availability: InStock
Author: lordking

Extract actionable lessons from project patches and execution records.

Updated Aug 27, 2026

Search Tags:#retrospective #process-improvement #decision-support #lessons-learned #project-review #hypothesis-management

Ready to run

npx skills add https://github.com/lordking/lee-second-brain-os --skill project-reviewer-lordking

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: project-reviewer
Source: https://github.com/lordking/lee-second-brain-os/tree/main/skills/management-project-reviewer
Command: npx skills add https://github.com/lordking/lee-second-brain-os --skill project-reviewer-lordking

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

复盘项目执行过程中的关键因素，快速从计划与执行偏差中提取可迁移的经验，更新假设库并提升决策质量。

Core Features & Use Cases

对比计划与实际执行，识别偏差点与风险点，形成可重复使用的复盘模板。
提取有效因素及其可迁移原则，帮助团队在类似场景快速复用成功做法。
识别无效因素与失效机制，避免重复犯相同错误。
生成下一轮假设并附带验证方式，推动持续改进。
输出三段式结论，并给出后续操作建议，支持知识库集成与决策过程。

Quick Start

Provide a three-section retrospective based on the latest patch execution results.

Frequently Asked Questions about project-reviewer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I extract actionable lessons from a project retrospective?▼

To extract actionable lessons from a project retrospective, compare planned outcomes with actual execution records to identify deviations, then isolate effective and invalid factors to generate validated next hypotheses.

What is the best way to identify deviations between project plans and execution records?▼

Identifying deviations between project plans and execution records requires a structured post-mortem review that compares patch-level execution results against original plans to pinpoint risk factors and extract transferable principles.

How does hypothesis management improve project post-mortem reviews?▼

Hypothesis management improves project post-mortem reviews by capturing extracted lessons as testable assumptions, generating next-round hypotheses with specific validation methods to drive continuous process improvement and decision quality.

Can I generate a structured three-part recap from patch-level execution results?▼

Yes, you can generate a three-part recap from patch-level execution results by evaluating effective and invalid factors, outputting structured conclusions and subsequent operational recommendations for knowledge base integration.

Does project review support decision support workflows for management processes?▼

Project review supports decision support workflows by structuring post-mortem evaluations across management processes, comparing plans versus outcomes to update the hypothesis library and directly elevate ongoing decision quality.