Python · AGPL-3.0
oritera/Cairn
Cairn is a general-purpose AI state-space search engine, validated first on autonomous penetration testing. Sometimes misspelled as Carin.
★ 4.8k
Stars
933 forks · 18 open issues
+27/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
48.6
Momentum / 100
see the breakdown below
6mo ago
Created
last push 2mo ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 27.8 | +27/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.53× the monthly pace |
| Freshness | 15 | 10.1 | last push 2mo ago; decays to zero at 180 days |
| Scale | 15 | 10.7 | 4.8k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 48.6 | sum of the above |
Detail
| Topics | aiai-agentai-cybersecurityai-hackerai-hackingblackbox-testingctfctf-toolsllmpenetration-testingpentestingred-teamingsecurity-automationsecurity-tools |
| Matched on | LLM & Inference (llm) Security (pentesting, security-tools) |
| Short window | +192 stars over 7 days = 27.4/day |
| Long window | +1.3k stars over 26 days = 51.4/day |
| Lifetime average | 24.17 stars/day over 200 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |