Every commit scored for change-risk against this repo's own history, so 'elevated' means elevated here rather than on some global curve.
Needs review
7 commits sit in this repo's top risk tercile, which is 25% of the 28scored. The cut is drawn against this codebase's own history rather than a global curve, so a quiet repo still fills its top band, and here it starts at 2.0 out of 10. What pushes a commit up is size and spread together: a large change confined to one area scores below a smaller one scattered across a dozen files.
Commit categories over time, read off the subject line. Fixes carry the accent because that is the series this chart exists to show.
Consistently feature-driven across its history.
Ranked by change-risk, highest first. Priority is a tercile of this repo's own distribution, so a quiet repo still fills its top band.
| # | Commit | Author | When | Lines | Risk | Top driver |
|---|---|---|---|---|---|---|
| 1 | 1e10fbdbInitial awesome-autoresearch list | Zhengyao Jiang | 5mo ago | +165 -0 | 98%Elevated | more lines added than baseline |
| 2 | f48ddb8fStandardize Traces labels by type: progress chart, blog, or PR | Zhengyao Jiangclaudeassisted | 4mo ago | +11 -11 | 93%Elevated | more focused than baseline |
| 3 | 83d8fff2Standardize Traces column to uniform [traces] link text | Zhengyao Jiangclaudeassisted | 4mo ago | +11 -11 | 93%Elevated | more focused than baseline |
| 4 | d855cb80Add ResearchClawBench benchmark | black-yt | 3mo ago | +6 -0 | 88%Elevated | fewer lines added than baseline |
| 5 | 6b0add67Emphasize optimization traces in About and README intro, fix Nick Oak trace link | Zhengyao Jiangclaudeassisted | 4mo ago | +3 -3 | 84%Elevated | fewer lines added than baseline |
| 6 | e5906261Add Agon and AutoNumerics | Zenbook | 1mo ago | +2 -0 | 79%Elevated | fewer lines added than baseline |
| 7 | 7b798f95Add peptide AI and Vesuvius Challenge ink detection use cases | Zhengyao Jiang | 5mo ago | +2 -0 | 79%Elevated | fewer lines added than baseline |
| 8 | f549d12aAdd AutoZyme use case (bioinformatics software speedup) | ElliotXieclaudeassisted | 2mo ago | +1 -0 | 63%Typical | fewer lines added than baseline |
| 9 | d0fdade3Add vlasenkoalexey/tpu_performance_autoresearch_wiki use case (TPU model performance optimization) | Aleksey Vlasenko | 2mo ago | +1 -0 | 63%Typical | fewer lines added than baseline |
| 10 | 937eea43Add CORAL to Implementations & Forks | BobbyZhouZijian | 4mo ago | +1 -0 | 63%Typical | fewer lines added than baseline |
| 11 | 55a05287Add auto-agent to Implementations & Forks | Alfonso Grazianoclaudeassisted | 4mo ago | +1 -0 | 63%Typical | fewer lines added than baseline |
| 12 | 3e392d26Add digivolve | Mingde (Matthew) Zeng | 4mo ago | +1 -0 | 63%Typical | fewer lines added than baseline |
| 13 | ae4a7f51Add repo and gamed branch links to tennis XGBoost entry | buildoak | 5mo ago | +1 -1 | 63%Typical | fewer lines added than baseline |
| 14 | 3be76580Add Bitcoin price formula discovery use case | CBaquero | 5mo ago | +1 -0 | 63%Typical | fewer lines added than baseline |
| 15 | f89e5cfcTrim Agon description to house style | Zhengyao Jiangclaudeassisted | 3w ago | +1 -1 | 27%Below typical | fewer lines added than baseline |
| 16 | ae514749Add OpenAI Parameter Golf entry: Aiden #1 contributor in hiring challenge | Zhengyao Jiangclaudeassisted | 4w ago | +1 -0 | 27%Below typical | fewer lines added than baseline |
| 17 | 4142c94cAdd Autoresearch on autoresearch entry: AIDE2 self-improvement run | Zhengyao Jiangclaudeassisted | 4w ago | +1 -0 | 27%Below typical | fewer lines added than baseline |
| 18 | 00d3f3e3Add Flappy Bird game AI use case | Zhengyao Jiang | 1mo ago | +1 -0 | 27%Below typical | fewer lines added than baseline |
| 19 | e9531f49Gloss MaxText as Google's reference repo of SOTA TPU-optimized models | Aleksey Vlasenko | 2mo ago | +1 -1 | 27%Below typical | fewer lines added than baseline |
| 20 | 15f45afcAdd evo to Implementations & Forks | Zhengyao Jiangclaudeassisted | 2mo ago | +1 -0 | 27%Below typical | fewer lines added than baseline |
| 21 | b6a759d9Add FML-bench benchmark: controlled study of AI research agent search strategies | Zhengyao Jiangclaudeassisted | 2mo ago | +1 -0 | 27%Below typical | fewer lines added than baseline |
| 22 | ecfa3d14Add SimplexFold entry: Codex /goal autoresearch on AlphaFold2 architecture | Zhengyao Jiangclaudeassisted | 3mo ago | +1 -0 | 27%Below typical | fewer lines added than baseline |
| 23 | 4db49e96Update README.md | Zhengyao Jiang | 4mo ago | +1 -1 | 27%Below typical | fewer lines added than baseline |
| 24 | 55eb1374Fix Peptide AI trace: link to tweet (not progress chart - it's a dashboard screenshot) | Zhengyao Jiangclaudeassisted | 4mo ago | +1 -1 | 27%Below typical | fewer lines added than baseline |
| 25 | 6778fdfdUpdate README.md | Zhengyao Jiang | 4mo ago | +1 -1 | 27%Below typical | fewer lines added than baseline |
| 26 | c78d85f8Remove retweet link from Vesuvius entry | Zhengyao Jiang | 5mo ago | +1 -1 | 27%Below typical | fewer lines added than baseline |
| 27 | 141ad85dAdd RL post-training optimization use case | Zhengyao Jiang | 5mo ago | +1 -0 | 27%Below typical | fewer lines added than baseline |
| 28 | be5a07e2Remove Peptide AI entry: no proper optimization traces | Zhengyao Jiangclaudeassisted | 4mo ago | +0 -1 | 2%Below typical | fewer lines added than baseline |
Two views of the same model: where the cuts fall, and what commit shape lands you above them.
Every scored commit, binned on the raw 0 to 10 score rather than the percentile. Percentile ranks are uniform by construction, so that axis has no shape to draw. The dashed lines are the tercile cuts behind each row's priority pill.
The 28 most recent commits, on their own recency sample rather than the feed above: that defaults to risk-sorted, so reusing it would plot only the top tercile and call it the spread. Big and scattered is what the model penalises. Click a dot to open it.
2233admin/awesome-autoresearchx has 37 commits in its history from 10 contributors, the first of them Mar 22, 2026. Every commit is scored for change risk from its size, spread and the history of the files it touches.
