capability-evolution

capability-evolution is a Skill creation & templates skill for AI agents, published by zts212653 in the clowder-ai repository on GitHub. Skillspace rates capability-evolution D (59/100) and it passed the safety scan; the rating is based on static analysis only.

“我们来进化 X” / “能进化什么” → F311 Capability Evolution 产品入口，不是事后复盘。 Use when: 用户询问可进化对象或边界，或要求进化一个具体能力、Agent、Skill、工作流、代码仓或外部系统。 Not for: 复盘已经发生的重复错误、SOP 缺口或知识沉淀（用 self-evolution）；确定性 bug（直接修并加 test/guard）；只有运行健康问题（走 F153 logs/metrics/traces）。 Output: 信息问题只解释且不创建；具体目标解析 canonical targetRef，并用 sourceMessageId 作为 clientMessageId 调用 cat_cafe_start_evolution_program，返回 durable Program 与 Workspace 入口。

Grade
D
Quality
59 / 100
Safety
Passed
GitHub stars
3,003

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubzts212653/clowder-ai

Our review

Architecture
84 / 100
Maturity
Basic: a single SKILL.md
Security scan
No issues found
License
Not declared. Check the repository before reusing it.

Not checked yet

  • Category is a classifier prediction; no model has read this skill yet
  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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