Skill Optimizer
技能 活跃Guide to analyze a current work session and propose improvements to skills. Use (1) automatically after working with a skill to capture learnings, (2) when the user suggests improvements, corrections, or additions during a skill-related session, or (3) when the user manually invokes `self-improve`.
To systematically enhance the quality and accuracy of other skills by learning from user interactions and providing a structured feedback loop.
功能
- Analyze conversation for skill improvement signals
- Evaluate feedback against quality criteria (Complete, Precise, Atomic, Stable)
- Propose skill instruction changes with source attribution
- Support manual and automatic improvement modes
- Track modifications via changelog
使用场景
- Automatically capture learning after working with a skill
- Manually improve a skill based on user suggestions during a session
- Enable automatic skill analysis to capture feedback without explicit invocation
- Review past skill modifications and revert to previous versions
非目标
- Performing the actual modifications to skills without user approval
- Guessing user intent when feedback is unclear
- Inferring requirements that are not explicitly stated
- Adding vague or subjective instructions to skills
实践
- Skill Development
- Prompt Engineering
- Feedback Integration
先决条件
- Access to Claude Code environment
- Ability to modify local skill files (SKILL.md, CHANGELOG.md)
License
- warning:License usabilityThe license is AGPL-3.0, a strong copyleft license. While OSS, its network interaction clause and strong copyleft nature might impose requirements on distributed or network-served derivatives, potentially impacting usability depending on the context of use.
Maintenance
- warning:Commit recencyThe last commit was on March 3, 2026, which is over 2 months ago, suggesting potential unmaintained status given the current date of May 13, 2026.
Trust
- info:Issues AttentionIn the last 90 days, 3 issues were opened and 7 were closed, indicating a moderate level of maintenance engagement.
Install
- warning:Installation instructionThe README provides instructions for enabling automatic mode by adding a hook to settings, but it lacks a clear, copy-pasteable invocation example for the primary `self-improve` command.
Practical Utility
- warning:Usage examplesWhile the README provides two examples of user feedback and the expected output, it lacks a concrete, copy-pasteable invocation example for the primary `self-improve` command.
安装
请先添加 Marketplace
/plugin marketplace add lawvable/awesome-legal-skills/plugin install skill-optimizer-lawvable@lawvable质量评分
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