Review economics
paperless-ngx/paperless-ngx
Read from the 100 most recently merged pull requests ·
Pull requests with attributed agent authorship took 2.0× the reviews submitted of the rest.
≥12%
Attributed
a floor
8
Attributed PRs
92
Other PRs
100
Read
Attributed — the latest 5
#13508 feat: add perm param to permitted_document_ids for change/delete checks
2 reviews · 2.0d to merge
#13507 perf: migrate single-call Document permission sites to permitted_document_ids
3 reviews · 2.0d to merge
#13506 feat: add include_deleted param to permitted_document_ids
2 reviews · 2.0d to merge
#13441 Perf/fix: stop building a full-library IN filter for unrestricted RAG context
1 reviews · 40h to merge
#13428 Chore: Vector Store table-gateway module (document_chunks/document_meta/index_meta)
5 reviews · 48h to merge
The rest — the latest 5
#13564 Chore: specify AI chat refine template
1 reviews · 1h to merge
#13563 Fix: reject bulk edit permissions requests without the correct key
1 reviews · 0h to merge
#13561 Fix: correctly serve app logo specified in env
1 reviews · 0h to merge
#13552 Fix: prevent workflow passwords field type error
0 reviews · 0h to merge
#13539 Chore(deps): Bump the utilities-patch group across 1 directory with 6 updates
1 reviews · 17h to merge
How this was measured
12% 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; reads 100 of 3498 merged PRs — the rest have not been analyzed yet.
Detected: 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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