Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add instructions/rocketchat/opensource-contribution-leaderboard/gemini-mdgit clone --depth 1 https://github.com/RocketChat/Opensource-Contribution-LeaderboardWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/rocketchat/opensource-contribution-leaderboard/gemini-md)<a href="https://agentmods.dev/instructions/rocketchat/opensource-contribution-leaderboard/gemini-md"><img src="https://agentmods.dev/badge/instructions/rocketchat/opensource-contribution-leaderboard/gemini-md.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00869 | $0.00869 |
| Opus 5 | $0.00434 | $0.00434 |
| Sonnet 5 | $0.00174 | $0.00174 |
| Haiku 4.5 | $0.00087 | $0.00087 |
Grade A, and why
Opensource-Contribution-Leaderboard GEMINI.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 102 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Gemini AI Context — Opensource Contribution Leaderboard
What This Project Is
A real-time open source contributor leaderboard. It tracks PRs (open + merged) and issues across a GitHub organization's repositories. Uses Node.js, Express, and vanilla frontend.
Built originally for Rocket.Chat's GSoC contributor tracking, but works for any GitHub organization.
Project Architecture (keep it simple)
index.html ← frontend (vanilla HTML, rendered via webpack)
src/index.js ← frontend JS entry point (axios + socket.io-client)
src/server/app.js ← Express server (serves static files + proxies API + spawns refresh)
src/server/refresh.js ← background worker that polls GitHub API and writes data.json
src/server/config.json ← YOUR config (copy from config-example.json)
src/server/util/API.js ← GitHub API calls
src/server/util/Util.js ← helper utilities
admin/ ← admin panel (separate webpack build)
Deployment — The Only Path That Matters
There is exactly one deployment path. Plain Node.js.
git clone <repo-url>
cd Opensource-Contribution-Leaderboard
cp src/server/config-example.json src/server/config.json
# Edit src/server/config.json — add your GitHub auth token, org name, contributors
npm run add # installs deps for root + server + admin
npm run build # builds frontend + admin panel
cd dist/server
node app.js
Runs on port 8080. That's it.
For local development:
npm start # webpack-dev-server on :8080
npm run serve # backend on :62050 (in a second terminal)
Config
Static/environment settings live in .env (copy from src/server/.env.example):
AUTH_TOKEN=ghp_... # GitHub personal access token
ORGANIZATION=YourOrg # GitHub org name
ORGANIZATION_HOMEPAGE=https://yourorg.com/
ORGANIZATION_GITHUB_URL=https://github.com/YourOrg
ADMIN_PASSWORD=change-this # admin panel password
SERVER_PORT=62050 # backend API port
Dynamic/runtime values stay in config.json (modifiable via admin panel):
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 6d ago First seen · 102 lines · 869 tokens per session scan A 9c647f5864ce
Opensource-Contribution-Leaderboard GEMINI.md is an instructions file published in the GitHub repository RocketChat/Opensource-Contribution-Leaderboard (49 stars, last pushed 5mo ago), licensed MIT. It adds 869 tokens to every session, about $0.0043 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other instructions, from other repositories
sigrank-mcp AGENTS.md
AGENTS.md instructions for SunrisesIllNeverSee/sigrank-mcp, covering sigrank mcp — agent rules, quick reference, publishing, master canon context (search authority) and when to load canon context.
platform AGENTS.md
AGENTS.md instructions for doka-guide/platform, covering agents.md — как работать с платформой доки, 1. правила работы, сначала подумай, потом пиши, минимум кода and правки хирургические.
zapo CLAUDE.md
Claude Code instructions for vinikjkkj/zapo: The contributor handbook for this repository lives in AGENTS.md. Read that file and follow it as your primary source of project conventions, architecture rules, performance constraints, and review anti-patterns.
OSS-Skills CLAUDE.md
Instructions for chiruu12/OSS-Skills, covering oss-skills development, project structure, skill format, core principle and skill interconnection.
Silex AGENTS.md
AGENTS.md instructions for silexlabs/Silex, covering agents.md, tech stack, run it locally, building the desktop app and when writing code for silex (editing source).
SoDam-WikiMate AGENTS.md
AGENTS.md instructions for sodam-ai/SoDam-WikiMate, covering wikimate 작업 규칙 (크로스툴 — claude code · codex · gemini 공용), 문체, 자동 동작 (자연어 트리거 — 강제 호출 불필요), 접근 규칙 (자동 감지 — 특정 도구에 한정하지 않음) and obsidian 규칙.