AgentSkillsCN

github-star-manager

利用AI驱动的分类与清理功能管理GitHub星标。当用户希望将收藏的仓库整理至GitHub列表，清理陈旧/废弃的星标，导出星标数据以供分析，或获取GitHub星标的统计信息时使用。支持通过LLM进行语义分类，并可批量操作（取消星标、添加至列表）。

SKILL.md
--- frontmatter
name: github-star-manager
description: Manage GitHub stars with AI-powered categorization and cleanup. Use when a user wants to organize their starred repos into GitHub Lists, clean up stale/deprecated stars, export star data for analysis, or get stats about their GitHub stars. Supports semantic categorization via LLM and bulk operations (unstar, add-to-list).
metadata:
  {
    "openclaw":
      {
        "emoji": "⭐",
        "requires": { "bins": ["gh", "jq"] },
        "notes": "Requires `gh auth login` (authenticated GitHub CLI). For Lists operations (create/add), the token needs `user` scope — use a Classic token. The skill uses the existing `gh` auth session; no separate env var is needed.",
        "install":
          [
            {
              "id": "brew-gh",
              "kind": "brew",
              "formula": "gh",
              "bins": ["gh"],
              "label": "Install GitHub CLI (brew)",
            },
            {
              "id": "apt-gh",
              "kind": "apt",
              "package": "gh",
              "bins": ["gh"],
              "label": "Install GitHub CLI (apt)",
            },
            {
              "id": "brew-jq",
              "kind": "brew",
              "formula": "jq",
              "bins": ["jq"],
              "label": "Install jq (brew)",
            },
            {
              "id": "apt-jq",
              "kind": "apt",
              "package": "jq",
              "bins": ["jq"],
              "label": "Install jq (apt)",
            },
          ],
      },
  }

GitHub Star Manager

Requires gh (authenticated) + jq. For Lists operations: token needs user scope (Classic token recommended).

Authentication

This skill uses the gh CLI's existing auth session. Before using:

  1. •Run gh auth login if not already authenticated
  2. •For read-only operations (export, stats): default token scopes are sufficient
  3. •For Lists operations (create list, add to list): token needs user scope — run gh auth refresh -s user or use a Classic token with user scope

No separate API key or environment variable is needed.

Export Stars

bash
gh api user/starred --paginate --jq '.[] | {
  full_name, description, url: .html_url, language,
  topics, stars: .stargazers_count, forks: .forks_count,
  archived, updated_at, pushed_at
}' | jq -s '.' > stars.json

Slow for 1000+ stars (~1 min per 1000). Quick count: gh api user/starred --paginate --jq '. | length' | jq -s 'add'.

View Existing Lists

bash
gh api graphql -f query='{
  viewer {
    lists(first: 100) {
      nodes { id name description isPrivate items { totalCount } }
    }
  }
}' --jq '.data.viewer.lists.nodes'

Create a List

bash
gh api graphql -f query='
mutation($name: String!, $desc: String) {
  createUserList(input: {name: $name, description: $desc, isPrivate: false}) {
    list { id name }
  }
}' -f name="LIST_NAME" -f desc="LIST_DESCRIPTION" --jq '.data.createUserList.list'

Save the returned id for adding repos.

Add Repo to List

bash
REPO_ID=$(gh api repos/OWNER/REPO --jq '.node_id')

# Note: listIds is a JSON array, use --input to pass variables correctly
echo '{"query":"mutation($itemId:ID!,$listIds:[ID!]!){updateUserListsForItem(input:{itemId:$itemId,listIds:$listIds}){user{login}}}","variables":{"itemId":"'$REPO_ID'","listIds":["LIST_ID"]}}' \
  | gh api graphql --input -

Add ~300ms delay between calls to avoid rate limits.

Unstar

bash
gh api -X DELETE user/starred/OWNER/REPO

Always confirm with user before unstarring.

Organize Workflow

  1. •Export stars to JSON
  2. •Analyze the JSON — suggest categories based on language, topics, purpose, domain
  3. •Present suggestions to user for review
  4. •Create Lists and add repos after confirmation
  5. •Batch operations with delays between API calls

Cleanup Workflow

  1. •Export stars to JSON
  2. •Use jq to find archived, stale (2+ years no push), low-star, or deprecated repos
  3. •Present candidates to user, confirm before unstarring