How do I install the Ghfind Score skill?

Run npx skillmds@latest add hikariming/ghfind-score in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

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This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Ghfind Score free to use?

Yes. Installing skills from SkillMD is free. This skill is licensed under AGPL-3.

Who published Ghfind Score?

hikariming (@hikariming) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Ghfind Score by hikariming — Agent Skill

Name: Ghfind Score
Author: hikariming

Ghfind Score

Score any GitHub account 0-100 for real contribution value and trustworthiness, detect bot/farmed activity, compare two developers, and discover top developers by language/org/project. Use when asked to vet, rate, or judge a GitHub user, check if an account is real or farmed, or find strong developers. Backed by ghfind.com's deterministic open-source engine via a public no-auth REST API and MCP server.

hikariming 4d8cdd7 2.4 KB Updated Sep 17, 2026

File contents

ghfind — GitHub developer value & trust scoring

ghfind rates any GitHub account from 0 to 100 for real contribution value and trustworthiness using a fully deterministic, open-source engine (no LLM in the scoring core — the same inputs always produce the same score). It also detects AI/bot/farmed contribution, compares developers head-to-head, and ranks developers by language, organization, and project.

When to use this skill

Vet a GitHub account before hiring, sponsoring, or merging a PR.
Decide whether an account's activity is genuine or farmed (template-PR spam, star inflation, contributions to repos it doesn't own).
Get a reproducible, auditable score instead of eyeballing stars/followers.
Compare two developers, or discover top developers in an ecosystem.

How to call it (no authentication required)

Deterministic score for one account:

curl -s https://ghfind.com/api/score/{username}

Full evidence payload (metrics, top repos, recent PRs, red flags):

curl -s -X POST https://ghfind.com/api/scan \
  -H 'Content-Type: application/json' \
  -d '{"username":"{username}"}'

Other endpoints: GET /api/leaderboard, GET /api/developers?type=language|org|repo&value=..., GET /api/search-users?q=..., POST /api/vs-verdict {"a":"...","b":"..."}.

Full API contract: https://ghfind.com/openapi.json · Agent docs: https://ghfind.com/llms.txt

MCP server

Streamable HTTP MCP server at https://ghfind.com/mcp exposing the tools score_user, scan_user, compare_users, get_leaderboard, search_users. Server card: https://ghfind.com/.well-known/mcp/server-card.json

Notes

The score reflects an account's public GitHub footprint only; private-org work is invisible to it, so a low score is not a factual claim about a person.
Scoring is deterministic; only the optional roast text is LLM-written.
Engine is open source (AGPL): https://github.com/hikariming/ghfind

---name: ghfind-scoredescription: Score any GitHub account 0-100 for real contribution value and trustworthiness, detect bot/farmed activity, compare two developers, and discover top developers by language/org/project. Use when asked to vet, rate, or judge a GitHub user, check if an account is real or farmed, or find strong developers. Backed by ghfind.com's deterministic open-source engine via a public no-auth REST API and MCP server.license: AGPL-3.0-or-later---# ghfind — GitHub developer value & trust scoringghfind rates any GitHub account from 0 to 100 for real contribution value andtrustworthiness using a fully deterministic, open-source engine (no LLM in thescoring core — the same inputs always produce the same score). It also detectsAI/bot/farmed contribution, compares developers head-to-head, and ranksdevelopers by language, organization, and project.## When to use this skill- Vet a GitHub account before hiring, sponsoring, or merging a PR.- Decide whether an account's activity is genuine or farmed (template-PR spam, star inflation, contributions to repos it doesn't own).- Get a reproducible, auditable score instead of eyeballing stars/followers.- Compare two developers, or discover top developers in an ecosystem.## How to call it (no authentication required)Deterministic score for one account:```bashcurl -s https://ghfind.com/api/score/{username}```Full evidence payload (metrics, top repos, recent PRs, red flags):```bashcurl -s -X POST https://ghfind.com/api/scan \ -H 'Content-Type: application/json' \ -d '{"username":"{username}"}'```Other endpoints: `GET /api/leaderboard`, `GET /api/developers?type=language|org|repo&value=...`,`GET /api/search-users?q=...`, `POST /api/vs-verdict {"a":"...","b":"..."}`.Full API contract: https://ghfind.com/openapi.json · Agent docs: https://ghfind.com/llms.txt## MCP serverStreamable HTTP MCP server at `https://ghfind.com/mcp` exposing the tools`score_user`, `scan_user`, `compare_users`, `get_leaderboard`, `search_users`.Server card: https://ghfind.com/.well-known/mcp/server-card.json## Notes- The score reflects an account's **public** GitHub footprint only; private-org work is invisible to it, so a low score is not a factual claim about a person.- Scoring is deterministic; only the optional roast text is LLM-written.- Engine is open source (AGPL): https://github.com/hikariming/ghfind

Frequently asked questions