Borrowing it
Nothing to install: this file belongs to Ajiet-DevNation/dn-orbit. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/Ajiet-DevNation/dn-orbit/main/GEMINI.mdgit clone --depth 1 https://github.com/Ajiet-DevNation/dn-orbitWrote 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/ajiet-devnation/dn-orbit/gemini-md)<a href="https://agentmods.dev/instructions/ajiet-devnation/dn-orbit/gemini-md"><img src="https://agentmods.dev/badge/instructions/ajiet-devnation/dn-orbit/gemini-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/ajiet-devnation/dn-orbit/gemini-md"><img src="https://agentmods.dev/badge/instructions/ajiet-devnation/dn-orbit/gemini-md.svg" alt="Reviewed on agentmods" width="80" 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 | $0.02551 | $0.02551 |
| Opus 5.5 | $0.01020 | $0.01020 |
| Sonnet 5.5 | $0.00510 | $0.00510 |
| Haiku 4.5 | $0.00255 | $0.00255 |
Grade A, and why
dn-orbit 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 1mo 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 — 299 lines — stays where its author put it; the contents beside it link to each section on GitHub.
dn-orbit — Agent & AI Coding Assistant Rules
Collaboration style
The developer working on this project is learning as they build. Do not silently implement things — explain what you are doing and why.
- Before writing non-trivial code: briefly explain the approach and the reasoning (e.g. why Server Component vs Client Component, why a particular Prisma query shape, why a specific HTTP status code).
- When introducing a pattern for the first time in this codebase (e.g. first Route Handler, first Server Action, first use of
auth()): explain the pattern, not just the syntax. - When making a decision with trade-offs: name the alternatives and say why you chose this one.
- Prefer showing, then explaining over just dumping code. A short "here's what this does" after a code block is encouraged.
- Do not over-explain basics the developer already understands — calibrate to what is new or non-obvious in context.
- If a task is large, propose a plan first and let the developer confirm before executing.
What this project is
dn-orbit is the official platform for DevNation, a university developer club. It is a full-stack web app built on Next.js 16 (App Router) + React 19 + TypeScript, with Neon (PostgreSQL) + Prisma ORM, Tailwind CSS v4, and deployed on Vercel.
It has 9 feature modules:
| # | Module | Key responsibility |
|---|---|---|
| 1 | Auth & Onboarding | GitHub OAuth, session, onboarding form |
| 2 | GitHub Stats | GitHub API integration, stat caching |
| 3 | LeetCode Stats | LC public GraphQL API, stat caching |
| 4 | Leaderboard | Scoring engine, nightly cron, UI |
| 5 | CMS — Events | Event CRUD, registration, feedback |
| 6 | Members Section | Member cards, bio pages, visibility |
| 7 | Admin Panel | RBAC, dashboards, config |
| 8 | Infra & DevOps | Schema, CI/CD, env, Vercel setup |
| 9 | Projects Showcase | Project listing, submission, milestones |
CRITICAL — Read this before writing any code
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.
- 1mo ago First seen · 299 lines · 2,551 tokens per session scan A cf77b6f909f8
dn-orbit GEMINI.md is an instructions file published in the GitHub repository Ajiet-DevNation/dn-orbit (9 stars, last pushed 16d ago), licensed MIT. It adds 2,551 tokens to every session, about $0.0102 per session on Opus 5.5. 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 2026-10-02.
dn-orbit GEMINI.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| dn-orbit GEMINI.mdAjiet-DevNation/dn-orbit | Instructions file | 9 | 16d ago | MIT | A | 2,551 | Gemini CLI |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | yesterday | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |