inferstep/ATLAS
Adaptive Test-time Learning and Autonomous Specialization
2.1k stars · 200 forks · Python
Caution
Caution: one person wrote most of the recent commits.
Why
- One person wrote 97% of human commits in the last year, so the project depends on them continuing. (source 1, source 2)
What would change this
- A second person takes a substantial share of commits.
- Partly checked: maintenance (Commit counts are estimated: the commit sample stops before the window start, so GitHub's totals were scaled by the sampled bot share.; Only 2 recent issues can be checked for a response, too few to measure response time.)
Maintenance
PartialActive
- Human commits, 30 days
- 28
- Human commits, 90 days
- 247
- Human commits, 365 days
- 730
- Bot share of commits, 365 days
- 2%
- Last commit
- Oct 10, 2026 (5 days ago)
- Last human commit
- Oct 10, 2026 (5 days ago)
- Authors, 90 days
- 3
- Last release
- Oct 1, 2026 (13 days ago)
- Median PR merge time
- 12 hours
Responsiveness: of 2 recent issues, n/a got a maintainer reply. Median first response: n/a.
- Commit counts are estimated: the commit sample stops before the window start, so GitHub's totals were scaled by the sampled bot share.
- Only 2 recent issues can be checked for a response, too few to measure response time.
Sources: Commits, Releases, Merged pull requests, Issues
People
Complete- Owner
- Organization
- Commits sampled
- 490 since Oct 15, 2025
- Authors for half of commits
- 1
- Authors for 80% of commits
- 1
- Contributors
- 10
Top committers
- itigges22: 97% of commits
- yogthos: 1% of commits
- Anuj-72: 1% of commits
- Rendegou: 0% of commits
- assassinationss: 0% of commits
- Shares come from the newest sampled commits, since the commit sample is capped.
Sources: Commits, Contributors
Stars
CompleteOrganic, confidence medium
Bursts
- Mar 24, 2026 to Apr 18, 2026: about 1.9k more stars than usual, peak 496 in one day, a spike that tapers off. Outside explanation: a jump in forks, a jump in issues and pull requests.
Anyone can buy stars for any repo; bursts alone don't prove the owner did.
- The star history looks organic.
Sources: How star history is analyzed
Risk
CompleteFlags
No risk flags.
License
- Now
- AGPL-3.0 (OSI-approved)
- A year ago
- Not known
Packages
No published packages found.
Sources: GitHub: inferstep/ATLAS
Badge
Add this to a README to show the current verdict:
[](https://reporadar.ai/inferstep/ATLAS)Earlier verdicts
- Oct 15, 2026: Caution
- Oct 14, 2026: Caution
Computed 2 hours ago · method 2026.10.2