# Send Skill Forge to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
```
### Upgrade existing

```text
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "skill-forge",
    "name": "Skill Forge",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/stakeswky/skill-forge",
    "canonicalUrl": "https://clawhub.ai/stakeswky/skill-forge",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/skill-forge",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=skill-forge",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "skill-forge",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-03T17:37:52.042Z",
      "expiresAt": "2026-05-10T17:37:52.042Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=skill-forge",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=skill-forge",
        "contentDisposition": "attachment; filename=\"skill-forge-0.3.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "skill-forge"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/skill-forge"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/skill-forge",
    "downloadUrl": "https://openagent3.xyz/downloads/skill-forge",
    "agentUrl": "https://openagent3.xyz/skills/skill-forge/agent",
    "manifestUrl": "https://openagent3.xyz/skills/skill-forge/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/skill-forge/agent.md"
  }
}
```
## Documentation

### SkillForge — 技能自动进化引擎

SkillForge 让 AI agent 自主发现自己缺什么能力，跨生态搜索最佳工具，自动评估兼容性和安全性，一键集成为可用 skill，并自动发布进化成果。

### 核心能力

多源发现 — 同时扫描 9+ 数据源（GitHub/HuggingFace/Reddit/X/ClawHub/OpenAI Skills/Claude Skills/Awesome Lists/Product Hunt）
需求感知 — agent 声明能力缺口，Scout 优先定向搜索填补
真实兼容性检测 — 实际探测本机 runtime（Node/Python/Rust/Go 版本、依赖可行性、平台限制）
安全门控 — YARA 扫描 + 仓库健康检查 + 危险脚本检测
ClawHub 标准输出 — 集成结果直接生成 skill.json + SKILL.md，可 clawhub publish
自动分级 — auto/confirm/manual 三级
舆情监测 — X/Twitter 实时搜索 AI agent 相关话题
自动宣传 — pipeline 完成后自动生成并发布进化成果推文

### 快速开始

cd /Volumes/data/openclaw/evolution-engine

# 全流程（scout → evaluate → integrate → verify → benchmark → announce）
pnpm pipeline

# 单独运行
pnpm scout          # 情报采集
pnpm evaluate       # 价值评估
pnpm integrate      # 自动集成
pnpm verify         # 安全验证
pnpm announce       # 舆情+宣传

### 需求感知（Needs-Driven Scout）

编辑 data/needs.json 声明能力缺口：

{
  "needs": [
    {
      "area": "视频处理",
      "description": "本地视频转码、剪辑的轻量 CLI",
      "keywords": ["video transcoding", "ffmpeg wrapper"],
      "priority": "medium"
    }
  ]
}

### 6 阶段 Pipeline

阶段说明Scout9+ 源情报采集 + 需求驱动搜索Evaluate5 维度加权评估（含真实运行时检测）Integrate自动克隆 + 安全扫描 + ClawHub skill 包生成Verify仓库健康 + 依赖安全 + 危险脚本检测Benchmark效能基准对比Announce舆情快照 + 进化成果推文发布

### 依赖 Skills

x-twitter — X/Twitter 搜索、发帖、趋势（需 TWITTER_BEARER_TOKEN）
social-sentiment — 跨平台舆情分析（需 Xpoz 账号）

### 数据源

#源方式1GitHub TrendingAPI / SearXNG2HuggingFaceAPI / SearXNG3RedditSearXNG / RSS4Product HuntSearXNG5Awesome ListsGitHub API6X/TwitterSearXNG + Grok7ClawHubAPI → HTML → CLI8OpenAI SkillsGitHub API9Claude SkillsGitHub API🎯需求驱动SearXNG

### 来源

GitHub: https://github.com/stakeswky/skill-forge
基于天一进化引擎 (Evolution Engine) v0.3 构建
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: stakeswky
- Version: 0.3.0
## Source health
- Status: healthy
- Item download looks usable.
- Yavira can redirect you to the upstream package for this item.
- Health scope: item
- Reason: direct_download_ok
- Checked at: 2026-05-03T17:37:52.042Z
- Expires at: 2026-05-10T17:37:52.042Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/skill-forge)
- [Send to Agent page](https://openagent3.xyz/skills/skill-forge/agent)
- [JSON manifest](https://openagent3.xyz/skills/skill-forge/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/skill-forge/agent.md)
- [Download page](https://openagent3.xyz/downloads/skill-forge)