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Anti-Autoresearch

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Don't trust an autoresearch paper at face value. Reviewer-side integrity forensics (self-consistency + fabrication), deterministic verdict. 61 signals: 46 integrity hack-patterns (families A–H, verdict-bearing) + 13 zero-weight AI writing-style impressions (AIS) + 2 advisory. Not an opaque AI-text classifier. The dual of ARIS.

Description provenance: Original source

Open canonical source

Measured: Oct 21, 2026 · 69 observations

Domains & Uses

Domains
Agents, skills and MCP
Uses
Code assistants

Check at the source

Compatibility and prerequisites must be checked in the official documentation.

https://github.com/wanshuiyin/Anti-Autoresearch

Classifications

Nature
Tool

Measurement history

Comparable readings are grouped by signal and unit.

Stars

166stars · Oct 21, 2026

+10 (+6.4 %)since Sep 22, 2026

Sep 22, 2026 : 156 starsSep 23, 2026 : 156 starsSep 24, 2026 : 156 starsSep 25, 2026 : 156 starsSep 26, 2026 : 156 starsSep 27, 2026 : 156 starsSep 28, 2026 : 156 starsSep 29, 2026 : 157 starsSep 30, 2026 : 158 starsOct 1, 2026 : 158 starsOct 2, 2026 : 157 starsOct 3, 2026 : 157 starsOct 4, 2026 : 157 starsOct 5, 2026 : 157 starsOct 6, 2026 : 159 starsOct 7, 2026 : 160 starsOct 8, 2026 : 161 starsOct 9, 2026 : 161 starsOct 10, 2026 : 160 starsOct 11, 2026 : 160 starsOct 12, 2026 : 160 starsOct 13, 2026 : 160 starsOct 14, 2026 : 162 starsOct 15, 2026 : 163 starsOct 16, 2026 : 163 starsOct 17, 2026 : 164 starsOct 18, 2026 : 165 starsOct 19, 2026 : 165 starsOct 20, 2026 : 166 starsOct 21, 2026 : 166 stars
Exact values · 30 readings
MeasuredstarsChange
1660
166+1
1650
165+1
164+1
1630
163+1
162+2
1600
1600
1600
160-1
1610
161+1
160+1
159+2
1570
1570
1570
157-1
1580
158+1
157+1
1560
1560
1560
1560
1560
1560
156·