← Back to Skills Marketplace
Project Retrospective
by
BeAChanger
· GitHub ↗
· v1.0.0
· MIT-0
249
Downloads
0
Stars
2
Active Installs
1
Versions
Install in OpenClaw
/install project-retrospective
Description
自动项目复盘机制。当完成复杂项目后，自动提取最优路径生成skill，并记录踩坑经验到memory。
Usage Guidance
This skill analyzes completed conversations and writes two kinds of files into your agent workspace: a SKILL.md for a reusable skill and a pitfalls memory file. It does not request credentials or install software. Before installing, consider: (1) whether you want automatic triggers based on conversation length/turns — you may prefer explicit user initiation to avoid unexpected prompts; (2) review generated SKILL.md and memory files before they are used or shared (they can become reusable artifacts); (3) ensure workspace file permissions and backups are acceptable; (4) if you restrict autonomous agent actions, the skill's confirm-before-save step helps, but you may still want to keep it user-invocable only and not allow unattended autonomous invocation.
Capability Analysis
Type: OpenClaw Skill
Name: project-retrospective
Version: 1.0.0
The 'project-retrospective' skill is a meta-utility designed to help the AI agent summarize project experiences and generate new skill templates based on conversation history. It operates within standard workspace directories (/root/.openclaw/workspace/) and requires user confirmation before saving files, showing no signs of malicious intent, data exfiltration, or unauthorized execution.
Capability Assessment
Purpose & Capability
The name/description (automatic project retrospective → generate a skill and record pitfalls) matches the instructions: detect long/complex conversations, extract steps/issues, and produce SKILL.md and memory files under the workspace. There are no unrelated env vars or binaries requested.
Instruction Scope
Instructions require reading the dialogue history and extracting project context, which is appropriate for the stated purpose. The skill will write files to /root/.openclaw/workspace/skills/<project-name>/SKILL.md and /root/.openclaw/workspace/memory/.... The SKILL.md specifies that the agent should ask the user to confirm before saving, which limits unilateral actions. One minor scope note: the trigger heuristics (2+ hours or 50+ messages, plus complexity conditions) could be broad and may produce prompts unexpectedly; consider whether you want automatic triggering or explicit user initiation only.
Install Mechanism
Instruction-only skill with no install step and no code files. This is the lowest-risk install mechanism and matches the description.
Credentials
No environment variables, binaries, or external credentials are requested. The skill only reads conversation context and writes workspace files, which fits its purpose.
Persistence & Privilege
The skill persists generated documents into the agent workspace (skills/ and memory/). Persisting new SKILL.md files can create reusable artifacts that might be later used by agents; however, the instructions include a user confirmation step before saving and do not instruct modifying other skills or global agent config. If you are concerned about persistent expansion of capabilities, review the generated files before enabling them or restrict autonomous behavior.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install project-retrospective - After installation, invoke the skill by name or use
/project-retrospective - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of project-retrospective:
- Adds an automated mechanism to trigger project retrospectives after completing complex projects.
- Supports automatic extraction of optimal workflows into reusable skills.
- Logs common pitfalls and lessons learned into memory files for future reference.
- Offers user prompts and confirmation steps before saving generated documentation.
- Provides standardized templates and naming conventions for both skill and memory files.
Metadata
Frequently Asked Questions
What is Project Retrospective?
自动项目复盘机制。当完成复杂项目后，自动提取最优路径生成skill，并记录踩坑经验到memory。 It is an AI Agent Skill for Claude Code / OpenClaw, with 249 downloads so far.
How do I install Project Retrospective?
Run "/install project-retrospective" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Project Retrospective free?
Yes, Project Retrospective is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Project Retrospective support?
Project Retrospective is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Project Retrospective?
It is built and maintained by BeAChanger (@beachanger); the current version is v1.0.0.
More Skills