Open evidence / THR-2026-001 / version 1.0.0
Check the numbers yourself.
22 public issue observations and the aggregate results behind our first pilot. Downloads are free to access without creating an account.
For a spreadsheet
Download summary CSVDownload observation CSV
Summary duration columns use calendar days; the article converts closed durations to hours.
For verification
Frozen observations and source queries
Unrounded results JSON
File hashes and version manifest
Field definitions
Reproduce the published results
Download the two small analysis files and the frozen snapshot into the same folder. With Node.js 22 or later, run:
node recompute.mjs snapshot.json
Download recompute.mjs · Download public analysis helper
This command reads the downloaded snapshot and makes no network requests. The helper implements only the public descriptive statistics explained in the article. It does not contain Workflow Inspector's private scoring engine, configuration or prompts.
Verify file identity and collection provenance
The SHA-256 of the frozen snapshot is:
c59a94c46310477d1a92acbe04e34a3dfb7426ba6977dcaae224e019ec5c97e4
The manifest contains hashes for every supporting file. A matching hash verifies file identity, not the truth of a claim; the source links, inclusion rules and limitations remain necessary.
Collection completed 2026-09-30T00:46:27.742Z. All four predefined repository collection boundaries were reached. Later requests to GitHub may return different states or deleted/transferred records.
| Repository | Issues | Closed | Open | Median to closure (hours; closed only) | Median open age (days) |
|---|---|---|---|---|---|
| pallets/flask | 9 | 8 | 1 | 1.33 | 29.23 |
| psf/requests | 10 | 7 | 3 | 1.02 | 34.64 |
| expressjs/express | 3 | 2 | 1 | 8.27 | 35.64 |
| encode/httpx | 0 | 0 | 0 | Not available | Not available |
Reuse and attribution
You may cite the findings, quote reasonable excerpts and reproduce our original aggregate tables or charts with attribution and a link to the study. Do not describe this pilot as a representative benchmark or our owned publication as independent coverage of Workflow Inspector. Rights in third-party materials remain with their respective owners; no proprietary software license is granted.
Plain-text citation · BibTeX · Read the study and limitations