Bggg Skill Taotie

What it does

Example prompts

• “把 X 喂给 Y”
• “用 X 来优化 Y”
• “整合这两个 skill”
• “/bggg-skill-taotie”

Requirements

• Pre-approved tools (allowed-tools): Read, Write, Edit, Bash, Agent

Workflow steps

5 steps, taken from the step headings in SKILL.md.

1. 1解析吸收（Ingestion）
2. 2并行对标（Comparison）
3. 3反向工程分析（Reverse Engineering）
4. 4渐进式注入（Incremental Injection）
5. 5学习与记忆（Learning Loop）

What it can do on your machine

Read from SKILL.md and the folder at commit f3e82a7. It shows what the files ask for, not the result of running them.

• Tool permissions

  Pre-approves these tools, so the agent can use them without asking each time:

  • Read
  • Write
  • Edit
  • Bash
  • Agent

  From allowed-tools in the SKILL.md frontmatter.

• Runs code

  No scripts in the folder and no shell commands in SKILL.md (its code samples are json and markdown).

  From the folder's file list and the shell code blocks in SKILL.md.

• Network

  No URLs in SKILL.md.

  From URLs in SKILL.md, links to its own repository left out.

• Credentials

  Names no API keys, tokens, secrets or passwords.

  From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Bggg Skill Taotie loads about 1.4k tokens when it runs, and up to ~2.5k if it reads all its reference files. Until then it costs about 78 tokens; SKILL.md has 249 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it

~78

When it runs · the whole SKILL.md, loaded when a task matches

~1.4k

With references · SKILL.md plus every file in references/, read only if the agent opens them

~2.5k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

• NotePre-approves every shell command (allowed-tools: Bash)SKILL.md

  allowed-tools: Read, Write, Edit, Bash, Agent

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from ninehills/skills at commit f3e82a7, republished under its MIT licence (© ninehills). 249 words, ~1,369 tokens.

name

bggg-skill-taotie

description

Skill 进化器（饕餮）— 通过"吞噬"并分析其他 skill 的优势来强化目标 skill。 当用户想要：整合两个 skill、用一个 skill 优化另一个、对比分析两个 skill 的优劣、 把某个 skill 的优点提炼到另一个 skill 中、或者说"把 X 喂给 Y"、"用 X 来优化 Y"、 "整合这两个 skill"、"吃掉这个 skill"、"skill 进化"、"skill 升级"、"合并 skill" 等意图时，必须触发此 skill。即使用户没有明确说"饕餮"，只要涉及到两个 skill 之间的 能力迁移、对比分析、或优势提取，都应该使用此 skill。

allowed-tools

Read, Write, Edit, Bash, Agent

version

1.0.0

user-invocable

true

## 反向工程报告: [B skill] → [A skill]

### 发现的优势模式

#### 模式 1: [名称]
- **来源**: B 的哪个部分
- **表现**: 在测试中带来了什么改善（量化）
- **原理**: 为什么这样做更好（解释 why）
- **移植方案**: 怎么应用到 A 上（具体步骤）
- **风险评估**: 可能的副作用

#### 模式 2: [名称]
...

{
  "patterns": [
    {
      "id": "p001",
      "name": "并发抓取优化",
      "category": "performance",
      "source_skill": "last30days",
      "applied_to": ["bggg-creator-research"],
      "description": "将串行的网页抓取改为并发执行",
      "when_to_apply": "当 skill 中有多个独立的网络请求时",
      "implementation_hint": "使用 Promise.all 或 asyncio.gather",
      "success_count": 3,
      "user_satisfaction": "high",
      "created_at": "2026-04-06",
      "last_used": "2026-04-06"
    }
  ],
  "meta": {
    "total_evolutions": 5,
    "most_effective_category": "performance"
  }
}

bggg-skill-taotie-workspace/
├── session-YYYYMMDD-HHMMSS/   # 每次进化一个目录
│   ├── task-N/                 # 测试任务
│   │   ├── agent-a/            # A 的执行记录
│   │   └── agent-b/            # B 的执行记录
│   ├── comparison-report.md    # 对比报告
│   ├── reverse-engineering.md  # 反向工程报告
│   ├── snapshots/              # A 的版本快照
│   └── evolution-log.md        # 进化日志

{
  "patterns": [],
  "meta": {
    "total_evolutions": 0,
    "most_effective_category": null
  }
}

© ninehills, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 9 other files (references) in bggg-skill-taotie of ninehills/skills.

• SKILL.md
• .gitignore
• INSTALL.md
• LICENSE
• README.md
• banner.png
• evals/evals.json
• references/analysis-guide.md
• references/pattern-library.json
• references/patterns.md

Open the folder on GitHubat commit f3e82a7

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in ninehills/skills, which our catalogue first saw on October 7, 2026.

• binggandata/bggg-skillsbggg-skill-taotie