[PRE REVIEW]: llmsays: One-Line LLM Inference with Automatic Prompt-Tier Routing and Multi-Provider Failover

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Submitting author: @abhirajadhikary06 (Abhiraj Adhikary)
Repository: https://github.com/abhirajadhikary06/llmsays
Branch with paper.md (empty if default branch):
Version: 0.0.1
Editor: Pending
Reviewers: Pending
Managing EiC: Chris Vernon

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Repository Analysis Report

Code breakdown

github.com/AlDanial/cloc v 1.98  T=0.02 s (1266.2 files/s, 84100.7 lines/s)
-------------------------------------------------------------------------------
Language                     files          blank        comment           code
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Python                           9             88             16            538
Markdown                         5            124              0            290
TeX                              1             10              0             81
TOML                             1              4              0             31
YAML                             1              5              0             24
Dockerfile                       1              8             17             16
Text                             1              0              0             10
-------------------------------------------------------------------------------
SUM:                            19            239             33            990
-------------------------------------------------------------------------------

Commit Count by Author

23	Abhiraj Adhikary
     5	Anik Chand
     1	ANIK CHAND
     1	Rudra Bhowmick

Repository History

Repository age: First commit on October 07, 2025

Code distribution (top 3 48-hour windows):

Period	Insertions	% of Total	Signal	View Changes
Mar 30, 2026 - Apr 01, 2026	1694	60.9%	🟠	View diff
Oct 10, 2025 - Oct 12, 2025	732	26.3%	🟡	View diff
Oct 05, 2025 - Oct 07, 2025	356	12.8%	🟢	View diff

GitHub Activity Metrics

Unable to fetch GitHub activity data

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Paper file info:

📄 Wordcount for paper.md is 1325

🔴 Failed to discover a Statement of need section in paper

🔴 Failed to discover a State of the field section in paper

🔴 Failed to discover a Software design section in paper

🔴 Failed to discover a Research impact statement section in paper

🔴 Failed to discover an AI usage disclosure section in paper

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License info:

✅ License found: MIT License (Valid open source OSI approved license)