Python
ShZhao27208/Aut_Sci_Write
Academic research skills suite for AI Agent — literature search/download (WoS+Elsevier+Springer), PDF extraction, figure cropping, review writing, Zotero sync, and PPT/Html generation.
★ 216
Stars
28 forks · 2 open issues
+4.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
33.5
Momentum / 100
see the breakdown below
7mo ago
Created
last push 2mo ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 3.8 | +4.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 15.0 | last week ran 2.48× the monthly pace |
| Freshness | 15 | 8.0 | last push 2mo ago; decays to zero at 180 days |
| Scale | 15 | 6.8 | 216 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 33.5 | sum of the above |
Detail
| Topics | academic-researchagentclaude-codecodexllm-toolsopenclawopencodepptxskillszotero |
| Matched on | Agent Skills & MCP (llm-tools) |
| Short window | +4 stars over 7 days = 0.6/day |
| Long window | +6 stars over 26 days = 0.2/day |
| Lifetime average | 1.01 stars/day over 213 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |