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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.

1 awesome list

Quick read

Stars
812
Forks
99
Open issues
8
Commits
1,137

Activity and growth

Latest capture 2026-11-11 10:51

Stars · last 7 days
0 0.0%
Commits · last 7 days
0 0.0%
Stars since tracking
0
Stored snapshots
1

Compare the starting count and capture dates, not just the percentage. How to read GitHub star growth. Missing history is not zero growth.

Classification

Topics

#academic-research #ai-agent #ai-agents #ai-for-science #ai-research #checkpointing #commercialization #crewai #deep-research #fastapi #idempotency #llm-workflow #multi-agent #opentelemetry #patent-analysis #qwen #railway #research-agent #research-tools #technology-transfer

Technology stack

FastAPI pytest

Metadata

Language
Python
License
MIT
Default branch
main
Created
2026-06-25
First commit
2026-06-25
Last pushed
2026-11-11
GitHub updated
2026-11-11
Last synced
2026-11-11 10:51
Stack scanned
2026-11-11 10:51
Archived
No

Archive status reflects the last catalog sync, not a maintenance assessment. Check recent releases, issue responses, and fit for your project with the repository shortlisting checklist.

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AI development signals

2 paths

Agent instructions and tool configuration found in this repository.

Agent instructions

Claude Code

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Growth history

Tracked growth

1 observed capture since 2026-11-11. Observed captures are shown by default.

Stars from first capture 0

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Observed captures only

Time horizon

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Custom date range

Stars history

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