evolve

自我進化 Agent - 已遷移至原子化架構

16 stars

Best use case

evolve is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

自我進化 Agent - 已遷移至原子化架構

Teams using evolve should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/evolve/SKILL.md --create-dirs "https://raw.githubusercontent.com/diegosouzapw/awesome-omni-skill/main/skills/data-ai/evolve/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/evolve/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How evolve Compares

Feature / AgentevolveStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

自我進化 Agent - 已遷移至原子化架構

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# ⚠️ This file has moved

The Self-Evolving Agent skill has been reorganized into an atomic architecture.

## New Location

**👉 [skills/SKILL.md](./skills/SKILL.md)**

## Quick Links

| Module | Description | Path |
|--------|-------------|------|
| Getting Started | 入門與環境設定 | [→](./skills/00-getting-started/) |
| Core | 核心流程(PSB + PDCA) | [→](./skills/01-core/) |
| Checkpoints | 強制檢查點(護欄) | [→](./skills/02-checkpoints/) |
| Memory | 記憶系統操作 | [→](./skills/03-memory/) |
| Emergence | 涌現機制 | [→](./skills/04-emergence/) |
| Integration | 外部工具整合 | [→](./skills/05-integration/) |
| Scaling | 大規模專案優化 | [→](./skills/06-scaling/) |
| Evolution | 自我進化機制 | [→](./skills/99-evolution/) |

## Why the Change?

- **Easier to maintain**: Small modules > monolithic file
- **Easier to contribute**: Community content in `community/` directories
- **Easier to learn**: Read modules progressively
- **Easier to extend**: Add new modules without touching existing content

## Migration

If you were using the old SKILL.md, simply update your imports:

```
Old: SKILL.md (2000+ lines)
New: skills/SKILL.md (entry point) + skills/*/_base/*.md (modules)
```

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