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

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

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

Create a List

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

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

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

Always confirm with user before unstarring.

发现更多技能插件，请访问7w4.net。

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

这个 Skill 质量中规中矩，文档写得比较清楚，功能覆盖也比较全面，能满足基本的 GitHub stars 管理需求。但它本质上只是一份命令参考手册，不是可以直接运行的自动化工具，用起来需要一定的动手能力。缺少对操作结果的自动检查，批量操作时如果遇到网络问题容易失败。总体来说有参考价值，但不够好用，建议等待更完善的版本。