Python · MIT
Unclecheng-li/DeepSec
DeepSec — AI Security Offense & Defense Platform. Shield audits AI-generated code for hallucinated packages, missing safeguards & AI pattern errors in real time. Spear automates authorized penetration testing with 40+ skill packs, from recon to PoC.
★ 507
Stars
34 forks · 9 open issues
+1.3/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
24.3
Momentum / 100
see the breakdown below
4mo ago
Created
last push 2mo ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 6.9 | +1.3/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.7 | last week ran 1.05× the monthly pace |
| Freshness | 15 | 8.9 | last push 2mo ago; decays to zero at 180 days |
| Scale | 15 | 7.8 | 507 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 24.3 | sum of the above |
Detail
| Topics | agentaiai-agentsaisecuritycybersecuritydshdsh-bundledsh-plugindsh-plugin-desktopdsh-plugin-marketdsh-plugin-verifydsh-pluginsdsh-skillhackerpluginredteamsecurityvscodevulnerabilitiesvulnerability |
| Matched on | Security (cybersecurity, security) |
| Short window | +9 stars over 7 days = 1.3/day |
| Long window | +32 stars over 26 days = 1.2/day |
| Lifetime average | 4.26 stars/day over 119 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |