Which public repos are easiest for GPT-5 Codex to work in?
Repos from GitHub, GitLab, and Bitbucket, ranked by their GPT-5 Codex score rather than the average across every agent. gitlab-org/cli leads with 97.7.
The methodology lists the weight GPT-5 Codex gives each check and the documentation it comes from.
GPT-5 Codex — Reads AGENTS.md before doing any work per OpenAI's Codex docs. Hierarchical (per-directory) AGENTS.md and AGENTS.override.md are first-class.
| Rank | Repo | Stars | Score | External link |
|---|---|---|---|---|
| 225 | questdb/questdbGitHub | 17.4k ★ | open | |
| 226 | react/reactGitHub | 250.9k ★ | open | |
| 227 | ClickHouse/ClickHouseGitHub | 50.4k ★ | open | |
| 228 | quarkusio/quarkusGitHub | 15.9k ★ | open | |
| 229 | django/djangoGitHub | 91.4k ★ | open | |
| 230 | pocketbase/pocketbaseGitHub | 61.4k ★ | open | |
| 231 | oban-bg/obanGitHub | 4k ★ | open | |
| 232 | storybookjs/storybookGitHub | 91.3k ★ | open | |
| 233 | expo/expoGitHub | 52.7k ★ | open | |
| 234 | vitest-dev/vitestGitHub | 17.2k ★ | open | |
| 235 | rust-lang/rustlingsGitHub | 64.3k ★ | open | |
| 236 | fastapi/fastapiGitHub | 103.1k ★ | open | |
| 237 | debezium/debeziumGitHub | 13.2k ★ | open | |
| 238 | apache/icebergGitHub | 9.3k ★ | open | |
| 239 | nocodb/nocodbGitHub | 65.3k ★ | open | |
| 240 | remix-run/react-routerGitHub | 56.6k ★ | open | |
| 241 | fastify/fastifyGitHub | 37.3k ★ | open | |
| 242 | symfony/aiGitHub | 1.2k ★ | open | |
| 243 | kubernetes/kubernetesGitHub | 128.3k ★ | open | |
| 244 | nikic/PHP-ParserGitHub | 17.5k ★ | open | |
| 245 | ghostfolio/ghostfolioGitHub | 9.4k ★ | open | |
| 246 | babashka/babashkaGitHub | 4.6k ★ | open | |
| 247 | millionco/react-doctorGitHub | 15k ★ | open | |
| 248 | cockroachdb/cockroachGitHub | 32.6k ★ | open | |
| 249 | elixir-lang/elixirGitHub | 26.7k ★ | open | |
| 250 | go-chi/chiGitHub | 23k ★ | open | |
| 251 | apache/beamGitHub | 8.7k ★ | open | |
| 252 | Anuken/MindustryGitHub | 29.3k ★ | open | |
| 253 | libeigen/eigenGitLab | 1.2k ★ | open | |
| 254 | phoenixframework/phoenixGitHub | 23.2k ★ | open | |
| 255 | Aider-AI/aiderGitHub | 49.5k ★ | open | |
| 256 | go-gorm/gormGitHub | 40k ★ | open |
Tracking 371 repos · last updated