Review economics
Panniantong/Agent-Reach
Read from the 100 most recently merged pull requests ·
Pull requests with attributed agent authorship took only 0.2× the time to merge of the rest.
≥30%
Attributed
a floor
35
Attributed PRs
65
Other PRs
100
Read
Attributed — the latest 5
#353 feat(routing): ordered backend candidates + real-probing doctor
0 reviews · 5h to merge
#356 feat(reddit): honest tiering — OpenCLI / rdt-cli, no zero-config path
0 reviews · 4h to merge
#355 feat(xiaohongshu): multi-backend — OpenCLI / xiaohongshu-mcp / xhs-cli
0 reviews · 4h to merge
#354 feat(backends): onboard OpenCLI as cross-channel desktop backend
0 reviews · 5h to merge
#359 feat(experience): one-liner install/update docs catch up + version-watching skill
0 reviews · 3h to merge
The rest — the latest 5
#569 fix: trim partner copy
0 reviews · 0h to merge
#567 fix: update README partner section
0 reviews · 0h to merge
#530 security: harden credential boundaries and read-only diagnostics
0 reviews · 0h to merge
#366 test(v2ex): add unit tests for the V2EXChannel parsers
0 reviews · 40.9d to merge
#365 test(xueqiu): add unit tests for the XueqiuChannel parsers
0 reviews · 41.4d to merge
How this was measured
30% of merged commits carry agent attribution — a floor, not the share; tools that only complete code inline leave no commit trail, so the unattributed side includes AI-assisted work; 18 PRs came off an agent branch with no commit attribution, so the real share runs higher; reads 100 of 164 merged PRs — the rest have not been analyzed yet.
Detected: OpenAI Codex, Claude Code.
“Attributed” means a commit carried an agent’s signature — a co-author trailer, an agent commit identity, or an agent bot account. Tools that only complete code inline leave no such mark, so the other column is “rest”, not “human-written”. Full method and its limits
The badge reads this repo’s current report, so it follows the number.
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