Facts first, AI second

Turn your GitHub repository into a Codex OSS application.

Analyze your open-source repository, identify real security surfaces, and generate evidence-backed answers for the OpenAI Codex for Open Source application.

  • Static security-surface analysis
  • 500-char validated answers

Only public GitHub repository data is analyzed. Repository metadata and selected public files may be sent to DeepSeek to generate application answers.

How it works

01

Connect a repository

Paste a public GitHub URL, your username, and your maintainer role. No login, no OAuth.

02

Analyze real GitHub data

We read metadata, README, structure, and source files to detect features and security surfaces.

03

Generate application answers

DeepSeek organizes verified facts into five evidence-backed, submission-ready answers.

This is not a prompt you paste into a chatbot. We fetch real GitHub facts and run static analysis first — so every answer is backed by verifiable repository evidence.

Community repositories

Maintainer-submitted projects, manually reviewed before publication.

View all repositories

aklmans

seeker

探索者 · Seeker — 本地优先的个人 AI Agent 平台:壳 + 可开关小应用 | Local-first personal AI agent platform (Tauri 2, no framework)

ai-agentlocal-firstmcp
JavaScript3 at analysis

An Apple / macOS–inspired settings aesthetic with light and dark modes: neutral canvas, flat cards, soft rounded corners, a near–monochrome text scale, and an iOS system–green accent.

TypeScript0 at analysis

给纯文本 LLM 添一双眼睛,开源 MCP 视觉服务,让 AI Agent 通过 vision_ocr / vision_inspect / vision_annotate 等工具看见、理解并分析真实世界的信息,无需切换宿主文本模型。

Python1 at analysis

baerwang

ssh-at

SSH-AT is a desktop GUI tool for managing SSH keys, hosts, and configurations. Generate keys, edit `~/.ssh/config` visually, and keep automatic backups—all in one app.

rustsshssh-manager
Rust128 at analysis

extrastu

readneo

你的微信读书数据面板 -- 连接微信读书 Skill API,可视化书架、阅读统计、笔记划线,一键导出到 Notion 和 Flomo。

flomonotionweread
TypeScript172 at analysis

Codex for Open Source FAQ

What the helper analyzes, what it does not access, and how to use the generated application answers.

What is the Codex OSS Application Helper?
It is a free tool that analyzes a public GitHub repository and turns verifiable project evidence into draft answers for the OpenAI Codex for Open Source application.
Does it support private GitHub repositories?
No. The tool only reads public repository data and does not request GitHub login, OAuth access, or private repository permissions.
Does the security analysis find confirmed vulnerabilities?
No. It detects static security surfaces and supporting evidence that may be relevant to an application. The results are not a vulnerability report or a security audit.
Where do I submit the finished application?
Review and edit the generated answers, then submit them through OpenAI's official Codex for Open Source application form.