Repository profile
shuxiachai / academic-commercialization-agent
AI multi-agent tool that turns research papers into cited commercialization and tech-transfer assessments: TRL, patent landscape, market and risks. CrewAI + FastAPI, with a reproducible benchmark.
Why this project
- Positive net stars in 7 of 10 daily intervals.
- 4 active contributors, 130 commits and 100 merged PRs in four complete weeks.
Recommendation evidence
sampled_snapshots · 2026-10-23T03:01:15.342141+00:00 to 2026-11-02T03:01:09.524655+00:00 · potential-v1
Showing the last complete activity period while new data is collected.
Discovery signals are not a prediction of quality or future success.
Repository overview
Public GitHub metrics and OpenPulse observationsShowing the last complete activity period while new data is collected.
Repository activity
Four complete UTC weeks · 2026-09-27 to 2026-10-25Relative score across tracked public repositories with complete data. It describes recent activity, not project quality. Updated .
AI-attributed commits Pilot
Not yet analyzed · hot-project pilot
Share of checked commits with explicit AI attribution, not the share of AI-generated code.
View basis
Based on explicit public attribution in recent default-branch commits. Not the percentage of AI-generated code; unmarked use cannot be detected.