shcherbak-ai/contextgem
ContextGem: Effortless LLM extraction from documents
2k stars · 185 forks · Python
Caution
Caution: one person wrote most of the recent commits.
Why
- One person wrote 92% 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.
Maintenance
CompleteSteady
- Human commits, 30 days
- 0
- Human commits, 90 days
- 12
- Human commits, 365 days
- 38
- Bot share of commits, 365 days
- 0%
- Last commit
- Aug 13, 2026 (2 months ago)
- Last human commit
- Aug 13, 2026 (2 months ago)
- Authors, 90 days
- 2
- Last release
- Aug 13, 2026 (2 months ago)
- Median PR merge time
- under an hour
Responsiveness: of 0 recent issues, n/a got a maintainer reply. Median first response: n/a.
- Only 0 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
- 38 since Oct 15, 2025
- Authors for half of commits
- 1
- Authors for 80% of commits
- 1
- Contributors
- 4
Top committers
- SergiiShcherbak: 92% of commits
- NikitaMok: 5% of commits
- ahundt: 3% of commits
Sources: Commits, Contributors
Stars
CompleteOrganic, confidence medium
Bursts
- Apr 2, 2025 to Apr 2, 2025: about 10 more stars than usual, peak 10 in one day, a spike that tapers off. We couldn't check for an outside explanation.
- May 6, 2025 to May 19, 2025: about 804 more stars than usual, peak 213 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- Aug 3, 2025 to Aug 4, 2025: about 105 more stars than usual, peak 83 in one day, a spike that tapers off. Outside explanation: a jump in issues and pull requests.
- Oct 19, 2025 to Oct 22, 2025: about 145 more stars than usual, peak 68 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- Feb 10, 2026 to Feb 10, 2026: about 18 more stars than usual, peak 18 in one day, a spike that tapers off. No outside explanation found, so this burst is unexplained.
- Aug 8, 2026 to Aug 10, 2026: about 93 more stars than usual, peak 49 in one day, a spike that tapers off. Outside explanation: a jump in forks.
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
- Apache-2.0 (OSI-approved)
- A year ago
- Apache-2.0 (OSI-approved)
Packages
- contextgem (PYPI): latest 0.27.0, published Aug 13, 2026
Advisories for the latest version: none listed
Package and advisory data: deps.dev and OSV.
Sources: GitHub: shcherbak-ai/contextgem, deps.dev: PyPI contextgem
Badge
Add this to a README to show the current verdict:
[](https://reporadar.ai/shcherbak-ai/contextgem)Earlier verdicts
- Oct 15, 2026: Caution
- Oct 14, 2026: Caution
Computed 2 hours ago · method 2026.10.2