linshenkx/prompt-optimizer
An AI prompt optimizer for writing better prompts and getting better AI results.
38k stars · 4.3k forks · TypeScript
Caution
Caution: one person wrote most of the recent commits.
Why
- One person wrote 94% 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.)
Maintenance
PartialSlowing
- Human commits, 30 days
- 20
- Human commits, 90 days
- 50
- Human commits, 365 days
- 523
- Bot share of commits, 365 days
- 0%
- Last commit
- Oct 13, 2026 (2 days ago)
- Last human commit
- Oct 13, 2026 (2 days ago)
- Authors, 90 days
- 7
- Last release
- Oct 9, 2026 (6 days ago)
- Median PR merge time
- 10 hours
Responsiveness: of 5 recent issues, 100% got a maintainer reply. Median first response: 7 days.
- Commit counts are estimated: the commit sample stops before the window start, so GitHub's totals were scaled by the sampled bot share.
Sources: Commits, Releases, Merged pull requests, Issues
People
Complete- Owner
- Personal account
- Commits sampled
- 500 since Oct 14, 2025
- Authors for half of commits
- 1
- Authors for 80% of commits
- 1
- Contributors
- 31
Top committers
- linshenkx: 94% of commits
- prazjain: 1% of commits
- octo-patch: 1% of commits
- Iams4kura: 0% of commits
- salmanmkc: 0% of commits
- Shares come from the newest sampled commits, since the commit sample is capped.
Sources: Commits, Contributors
Stars
CompleteMostly organic, confidence high
Bursts
- Jun 14, 2025 to Jul 3, 2025: about 2.4k more stars than usual, peak 362 in one day, a spike that tapers off. Outside explanation: a jump in forks, a jump in issues and pull requests.
- Jul 30, 2025 to Jul 31, 2025: about 439 more stars than usual, peak 383 in one day, a spike that tapers off. Outside explanation: a jump in forks, a jump in issues and pull requests.
- Nov 16, 2025 to Nov 18, 2025: about 124 more stars than usual, peak 91 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- Feb 3, 2026 to Feb 22, 2026: about 2.1k more stars than usual, peak 321 in one day, a spike that tapers off. Outside explanation: a jump in forks, a jump in issues and pull requests.
- Apr 26, 2026 to May 3, 2026: about 614 more stars than usual, peak 191 in one day, a shape we can't classify. No outside explanation found, so this burst is unexplained.
- Jul 22, 2026 to Jul 22, 2026: about 74 more stars than usual, peak 116 in one day, a spike that tapers off. Outside explanation: a jump in issues and pull requests.
- Aug 27, 2026 to Sep 10, 2026: about 790 more stars than usual, peak 135 in one day, a spike that tapers off. Outside explanation: a jump in issues and pull requests, a new release.
- Engagement is low for a repo this size (forks, watchers, issues, contributors).
- 9 stars GitHub has since removed (tracked since Oct 14, 2026).
Anyone can buy stars for any repo; bursts alone don't prove the owner did.
- Forks, watchers, issues, and contributors are low for the number of stars.
- Anyone can buy stars for any repo, so this describes the star history only.
Sources: How star history is analyzed
Risk
CompleteFlags
- Info: The license file changed from MIT to AGPL-3.0 within the last year (GitHub commit history). Details
License
- Now
- AGPL-3.0 (OSI-approved)
- A year ago
- MIT (OSI-approved)
The license changed in the last year.
Packages
No published packages found.
Sources: GitHub: linshenkx/prompt-optimizer
Badge
Add this to a README to show the current verdict:
[](https://reporadar.ai/linshenkx/prompt-optimizer)Earlier verdicts
- Oct 14, 2026: Caution
- Oct 14, 2026: Caution
- Oct 13, 2026: Caution
Computed 13 hours ago · method 2026.10.2