zhangjiayang6835-cyber/ai-research
🍯 自进化 AI 能力研究平台：蜜罐系统 → 沙箱评测引擎 → 训练数据集与 LoRA 微调流水线 / Self-Evolving AI Security Research Platform
Summary
The available public data is mixed. More sustained activity or a broader contributor base would strengthen the score.
zhangjiayang6835-cyber/ai-research recorded 163 commits in the past 30 days, has 41 public contributors, and has averaged 0.2 stars a day since launch.
Repository health
Maintainer track record
Repository quality
Catalyst Score
Contributors
Public track record
@zhangjiayang6835-cyber · Repository owner
This account has a limited public history, so the track-record score is less certain.
@github-actions[bot] · Top contributor
This account has a limited public history, so the track-record score is less certain.
@lushan888 · Top contributor
This account has a limited public history, so the track-record score is less certain.
@luccas12348486 · Top contributor
This account has a limited public history, so the track-record score is less certain.
Score breakdown
How the Catalyst Score was calculated
Activity
Recent repository activity
163
Commits · 30d
41
Public contributors
0.2
Lifetime stars/day
813
Pull requests · 90d
Findings
What we found
163 commits in the last 30 days
41 public contributors
545 issues and 813 pull requests opened in 90 days
11 documentation and structure checks passed
Related repositories
ai-security · 663 created in the past 30 days
Risk review
What needs watching
Public GitHub data cannot verify private work, employment claims, code security, or identity. Use the track-record score as research context, not proof of identity or trustworthiness.
Growth quality
Recent attention and maintainer concentration
Recent timestamps and contribution patterns help distinguish sustained adoption from a single headline number.
Contributor concentration
Top 41 public contributors
- Top contributor share
- 50%
- Top three share
- 87%
- Contributors checked
- 41
- Concentration
- High
Shares use the contribution totals reported for the contributors checked, not private or unlinked activity.
Recent commit sample
Latest 100 commits
- Unique authors
- 4
- Verified commits
- 73%
- Merge commits
- 0%
- Median time between commits
- 5.6 hours
Repository footprint
Default branch: master
- Repository size
- 1.7 MB
- Branches
- 56
- Tags
- 1
- Watchers
- 0
Deeper GitHub data
Delivery, collaboration, and project readiness
These metrics use the latest public records GitHub makes available for this repository.
Language composition
Share of detected source bytes
Community readiness
GitHub community health 71%
Pull request health
Latest 50 pull requests
- Merge rate
- 0%
- Median merge time
- Not enough data
- Open
- 0
- Stale over 30 days
- 0
Issue health
Latest 48 issues
- Closure rate
- 21%
- Median close time
- 3.7 days
- Open
- 38
- Open without replies
- 4
Release cadence
Latest 1 release records
- Latest release
- v0.1.0-alpha
- Published in 90 days
- 1
- Median cadence
- Not enough data
- Asset downloads
- 0
CI reliability
Latest 50 workflow runs
- Success rate
- 100%
- Workflows represented
- 9
- Failed runs
- 0
- Median duration
- 0.2 min
Last checked
8/27/2026, 2:13:32 AM