Review economics
sipeed/picoclaw
Read from the 100 most recently merged pull requests ·
Pull requests with attributed agent authorship took only 0.8× the reviews submitted of the rest.
≥4%
Attributed
a floor
5
Attributed PRs
95
Other PRs
100
Read
Attributed — the latest 5
#2982 fix(bedrock): drop temperature for models that deprecate it (Opus 4.8)
1 reviews · 4h to merge
#2957 fix(channels): prevent tool_calls from being dropped during streaming
1 reviews · 15.0d to merge
#3226 fix(tools): stop write_file from coaching destructive overwrite (#3150)
1 reviews · 4.2d to merge
#3227 fix(providers): resolve tool_use name/args from Function on reloaded history
1 reviews · 7h to merge
#2915 feat(providers): add CommonModels for MiMo provider
1 reviews · 15.4d to merge
The rest — the latest 5
#3286 fix: update Go and x/text for govulncheck
1 reviews · 16h to merge
#3285 docs: remove picopaw
1 reviews · 0h to merge
#277 feat: update the `make deps` logic to prevent the project from freque…
2 reviews · 0h to merge
#3156 feat(pico): emit per-turn LLM token usage on finalized message
1 reviews · 10.8d to merge
#3189 fix(line): explicitly ignore resp.Body.Close() errors in Send and classifySDKError
1 reviews · 8.3d to merge
How this was measured
4% 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; 26 PRs came off an agent branch with no commit attribution, so the real share runs higher; reads 100 of 1034 merged PRs — the rest have not been analyzed yet.
Detected: Claude Code, OpenAI Codex.
“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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