laohan-skillcreator

Solid

创建、审计、修复和优化 Agent Skills。Use when 用户要新建 Skill、检查 Skill 质量、恢复原版或修正明确错误、比较新旧效果,或更新本 Skill 借鉴的上游方法。触发词:"创建skill""写一个skill""改skill""优化skill""给skill打分""skill体检""review skill"。

AI & Automation 11 stars 2 forks Updated 1 weeks ago MIT

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Quality Score: 80/100

Stars 20%
36
Recency 20%
90
Frontmatter 20%
70
Documentation 15%
100
Issue Health 10%
80
License 10%
100
Description 5%
100

Skill Content

# laohan Skill 创建·审计·修复·优化器 创建是生产能力,审计是只读诊断,修复是小范围纠错,优化才是实验性演进。先判断模式,再使用与风险相称的验证;不得把一次明确的小修复升级成完整优化项目。 ## 参考来源 当前借鉴 6 组上游来源。具体文件与最近核验 commit 记录在 [references/upstream-sources.json](references/upstream-sources.json)。修改本 Skill 自身或用户要求更新方法时,先运行 `scripts/check-upstreams.sh`;发现上游变化后阅读相关 diff,只吸收能改善本地真实行为的变化,不自动覆盖本地方法。 1. **anthropics/skills · skill-creator**(https://github.com/anthropics/skills) - 借鉴:渐进式披露(metadata→body→bundled 三层)、同条件 baseline 对比、盲比较、description 优化器、从 transcript 找重复工作、更新保持原名 - 核心理念:好的 skill 分三层渐进披露,不是一坨 2. **Agent Skills specification / best practices**(https://github.com/agentskills/agentskills) - 借鉴:frontmatter 公共规范、渐进式披露、真实经验优先、控制强度与任务脆弱性匹配、从执行轨迹删除无效步骤 - 核心理念:Skill 应补充 agent 缺少的领域经验,不重复常识;过度全面同样会降低效果 3. **mattpocock/skills · writing-great-skills**(https://github.com/mattpocock/skills) - 借鉴:触发分支、信息层级、完成条件、单一真源、去除 duplication/sediment/no-op - 核心理念:Skill 追求过程可预测,不追求所有输出相同;不同分支只加载各自需要的信息 4. **thananon/9arm-skills · debug-mantra/post-mortem/scrutinize**(https://github.com/thananon/9arm-skills) - 借鉴:verbatim recitation(首次一次+逐字+silent apply)、硬门控措辞、refuse to draft、跨 skill offer 非自动、先质疑意图、cite or it didn't happen - 核心理念:不确定就停下来,每个 claim 要有引用 5. **alchaincyf/darwin-skill + SkillLens / SkillOpt**(https://github.com/alchaincyf/darwin-skill) - 借鉴:9 维评分体系、反例黑名单 8 条、棘轮机制(git ratchet)、独立子 agent 复评、人在回路 5 阶段 - 核心理念:SkillLens 显示无 rubric 的 LLM 成对判断只有 46.4% 准确率,验证过的 meta-skill rubric 提升到 73.8%,仍不足以代替真实任务验证 6. **obra/superpowers · writing-skil...

Details

Author
hanzhcn
Repository
hanzhcn/laohan-skills
Created
3 months ago
Last Updated
1 weeks ago
Language
JavaScript
License
MIT

Integrates with

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Semantically similar based on skill content — not just same category

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