How it works

1. Fetches your existing contributions from the Stars API
2. Analyzes the language, tone, and style of your entries
3. Uses GitHub Copilot CLI (programmatic mode) to deep-research your recent activities (last 6 months)
4. Searches across X, LinkedIn, YouTube, GitHub, Google, blogs, and more
5. Presents results for review and selection
6. Batch-creates selected contributions via the Stars API

Built with

• VS Code + GitHub Copilot — the entire codebase was built using Copilot in VS Code
• Copilot CLI (copilot -p) — programmatic mode for autonomous deep web research with tool use
• GitHub Stars GraphQL API — for reading and writing contributions

Prerequisites

• Node.js >= 18
• GitHub Copilot CLI installed and authenticated
• A GitHub Stars API token

Usage

npx stars-profile

Options

-q, --query <text>   Search query (e.g. "fatih kadir akın speeches")
-t, --token <token>  Stars API token (default: $GITHUB_STARS_TOKEN)
    --dry-run        Print the curl command instead of submitting
-h, --help           Show this help message

Examples

# Interactive mode — prompts for query and token
npx stars-profile

# With query
npx stars-profile -q "john doe conference talks"

# Dry run — prints curl command without submitting
npx stars-profile --dry-run -q "jane smith open source"

# Token via environment variable
GITHUB_STARS_TOKEN=abc npx stars-profile

Your query and token are saved to ~/.config/stars-profile/config.json so you only need to enter them once.

Demo

$ npx stars-profile -q "fatih kadir akın"

  ★ stars-profile  — AI-powered GitHub Stars contribution manager
  You must be a GitHub Star to use this tool.
  https://stars.github.com

  ★ 116 existing contributions

    SPEAKING               ██████████████ 14
    BLOGPOST               ████████████ 12
    OPEN_SOURCE_PROJECT    ████████████████████████████ 28
    VIDEO_PODCAST          ██████████ 10

  ╭─ ★ Copilot Deep Research ──────────────────────────────╮
  │ Searching x.com for recent posts and mentions...        │
  │ Found 2 posts about conference talks                    │
  │ Searching youtube.com for talks and interviews...       │
  │ Found 1 new conference recording                        │
  │ Searching github.com for recently active repositories...│
  │ Found 3 repositories with recent activity               │
  ╰─────────────────────────────────────────────────────────╯

  ╭─ ★ Converting to structured data ──────────────────────╮
  │ Reading research data...                                │
  │ Matching style of existing contributions...             │
  │ Writing 3 activities to JSON...                         │
  ╰─────────────────────────────────────────────────────────╯

  ★ Found 3 new activities

   1. SPEAKING               JSConf Berlin - Copilot Workshop
      2026-02-15  https://jsconf.eu/speakers/fatih

   2. VIDEO_PODCAST          devtools.fm Episode 42
      2026-03-01  https://devtools.fm/episode/42

   3. BLOGPOST               Building AI-Native CLIs
      2026-03-20  https://dev.to/fka/ai-native-clis

? Select activities to create (all selected by default)
✔ Proceed with creating these contributions? Yes
✔ Created 3 contributions

License

MIT