Borrowing it
Nothing to install: this file belongs to cornellsh/codex-proxy. 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/cornellsh/codex-proxy/main/AGENTS.mdgit clone --depth 1 https://github.com/cornellsh/codex-proxyWrote 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/cornellsh/codex-proxy/agents-md)<a href="https://agentmods.dev/instructions/cornellsh/codex-proxy/agents-md"><img src="https://agentmods.dev/badge/instructions/cornellsh/codex-proxy/agents-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/cornellsh/codex-proxy/agents-md"><img src="https://agentmods.dev/badge/instructions/cornellsh/codex-proxy/agents-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 | $0.01411 | $0.01411 |
| Opus 5.5 | $0.00564 | $0.00564 |
| Sonnet 5.5 | $0.00282 | $0.00282 |
| Haiku 4.5 | $0.00141 | $0.00141 |
Grade A, and why
codex-proxy AGENTS.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 2mo 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 — 138 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Codex Proxy Context
Overview
The codex-proxy is a Python-based intermediary service for the Codex system, designed to handle API orchestration and environment-specific logic. It is container-native and relies on Docker for consistent execution.
Infrastructure: Docker
- Container Name:
codex-proxy - Port:
8765 - Mounts:
${HOME}/.geminiis mounted to/home/appuser/.geminifor credential access../srcis mounted to/app/srcto enable hot-reloading during development.
- Commands: Use
docker-composefor direct lifecycle management if scripts are not used.
Control Script (/scripts)
The project uses a unified control script for all operations. Execute from the codex-proxy/ root directory.
./scripts/control.sh <command> [options]
Commands:
start- Start the proxy container in detached modestop- Stop and remove the proxy containerlogs- Follow the logs of the proxy containertest- Run the pytest test suiterun [-p|--profile <name>] -- "prompt"- Rebuild container and run codex command through proxy
Development Patterns
- Credentials: Ensure your host machine has valid Gemini credentials at
~/.gemini. - Iteration: Use
control.sh runto quickly test end-to-end changes. - Verification: Always run
control.sh testafter modifications to ensure that chaining and proxy logic are still functional.
Examples:
# Start the proxy
./scripts/control.sh start
# Run a test command
./scripts/control.sh run -- "hello world"
# Run with specific profile
./scripts/control.sh run -p glm -- "test prompt"
# Check logs
./scripts/control.sh logs
# Run tests
./scripts/control.sh test
# Stop the proxy
./scripts/control.sh stop
Engineering Mandate: Deep API Parity
The primary goal of codex-proxy is to ensure seamless compatibility between multiple AI providers (Gemini, Z.AI) and the OpenAI Responses API protocol used by the Codex ecosystem. The proxy normalizes different wire formats to a unified internal OpenAI-like structure.
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.
- 2mo ago First seen · 138 lines · 1,411 tokens per session scan A 3d56b152b9d1
codex-proxy AGENTS.md is an instructions file published in the GitHub repository cornellsh/codex-proxy (57 stars, last pushed 7mo ago), licensed MIT. It adds 1,411 tokens to every session, about $0.0056 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 2026-08-30.
codex-proxy AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| codex-proxy AGENTS.mdcornellsh/codex-proxy | Instructions file | 57 | 7mo ago | MIT | A | 1,411 | Codex, OpenCode |
| 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 |