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
31 commits sit in this repo's top risk tercile, which is 33% of the 93scored. 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 7.8 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.
Began other-led, now leaning docs.
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 | 95f0841aUpdated backend and formulated all test cases-swarm.py | ArunArya-01 | 3mo ago | +9.5K -11 | 99%Elevated | more lines added than baseline |
| 2 | bb0fa7d4Added updated frontend | ArunArya-01 | 4mo ago | +15.3K -0 | 99%Elevated | more lines added than baseline |
| 3 | 6adc1519Updated Frontend | ArunArya-01 | 4mo ago | +5.0K -20 | 97%Elevated | more lines added than baseline |
| 4 | 21d0ab8bFormat final report output cleanly with dark theme and markdown rendering | Chandan Hegde | 3mo ago | +1.2K -48 | 96%Elevated | more lines added than baseline |
| 5 | 159e86dffix: resolve PDF download and generation issues | BitHello | 3mo ago | +792 -41 | 95%Elevated | more lines added than baseline |
| 6 | 76bb09f7Fixed Formatting issue in Frontend | BitHello | 3mo ago | +633 -112 | 94%Elevated | more lines added than baseline |
| 7 | 40a8237fImprove discovery PDF report formatting and rendering safety | Chandan Hegde | 3mo ago | +458 -533 | 92%Elevated | more lines added than baseline |
| 8 | 55872702Updated backend working and added dataset uploading | ArunArya-01 | 3mo ago | +545 -141 | 92%Elevated | more lines added than baseline |
| 9 | 17b6e77bimprove: PDF formatting, spacing, and visual hierarchy | BitHello | 3mo ago | +360 -346 | 91%Elevated | more lines added than baseline |
| 10 | 1b9c4328fix(pdf): resolve HTML tag bleed-through and improve formatting | Chandan Hegde | 3mo ago | +340 -248 | 89%Elevated | more lines added than baseline |
| 11 | d877233bImprovised frontend and add upload option | ArunArya-01 | 4mo ago | +340 -328 | 89%Elevated | more lines added than baseline |
| 12 | 7bb1a62aUpdated backend | ArunArya-01 | 4mo ago | +406 -31 | 88%Elevated | more lines added than baseline |
| 13 | 83f289cfAdded downloadable IEEE format research paper | ArunArya-01 | 4mo ago | +325 -40 | 87%Elevated | more lines added than baseline |
| 14 | ec09dd55Fix DuckDuckGo live search dependency and PDF HTML tag rendering | BitHello | 3mo ago | +212 -5 | 84%Elevated | more lines added than baseline |
| 15 | 452392a0feat: enhance UI components and WebSocket handling, remove problematic IEEE PDF feature | Chandan Hegde | 3mo ago | +264 -289 | 84%Elevated | more lines added than baseline |
| 16 | 2ed9e021Updated Readme | ArunArya-01 | 4mo ago | +199 -47 | 84%Elevated | more lines added than baseline |
| 17 | 2f4cb58dfeat: Add agent debate analysis graph and dataset-derived problem statements to discovery output | Chandan Hegde | 3mo ago | +231 -51 | 82%Elevated | more lines added than baseline |
| 18 | 419ab084Add ingestion pipeline - paper fetching and PDF parsing | Chandan Hegde | 4mo ago | +292 -0 | 82%Elevated | more lines added than baseline |
| 19 | 7fd0a23eUpdated README and Removed unwanted comments in Codebase | Chandan Hegde | 3mo ago | +221 -136 | 80%Elevated | more lines added than baseline |
| 20 | 00a42777feat(backend): add Go API gateway for nodes and swarm websocket, keep Python AI worker | Chandan Hegde | 4mo ago | +315 -10 | 80%Elevated | more lines added than baseline |
| 21 | c8f9f859Added Human intervention to focus on the particular research gap as required by user | ArunArya-01 | 4mo ago | +167 -55 | 77%Elevated | more lines added than baseline |
| 22 | 2ea4c92eImplemented multi-document vector analysis to find conflicts between research papers. | ArunArya-01 | 4mo ago | +196 -50 | 77%Elevated | more lines added than baseline |
| 23 | 12d49f7dRemove floating animations from frontend... | Chandan Hegde | 4mo ago | +166 -214 | 76%Elevated | more lines added than baseline |
| 24 | 59e136dcUpdated frontend | ArunArya-01 | 4mo ago | +179 -106 | 75%Elevated | more lines added than baseline |
| 25 | 2bd3520dAdded Readme.md | ArunArya-01 | 4mo ago | +109 -1 | 74%Elevated | more lines added than baseline |
| 26 | 5ca1da0cfeat: create home page explaining ResearchMind project | Chandan Hegde | 3mo ago | +185 -15 | 72%Elevated | more lines added than baseline |
| 27 | 48e0461bReadme Updated | BitHello | 4mo ago | +88 -83 | 72%Elevated | more lines added than baseline |
| 28 | d5802516feat: stream structured swarm debate and support dataset discovery | Chandan Hegde | 3mo ago | +104 -12 | 69%Elevated | more lines added than baseline |
| 29 | 6559c7a8Updated backend | ArunArya-01 | 4mo ago | +80 -159 | 69%Elevated | more lines added than baseline |
| 30 | d8ddceb3Updated gitignore | BitHello | 4mo ago | +93 -1 | 69%Elevated | more lines added than baseline |
| 31 | d2e2946fFix data binding for MultimodalVision and SynthesisLab components | ArunArya-01 | 4mo ago | +101 -36 | 67%Elevated | more lines added than baseline |
| 32 | 14864e11fix(swarm): load Gemini API key reliably and support new/legacy GenAI SDK auth paths | Chandan Hegde | 3mo ago | +112 -13 | 65%Typical | more lines added than baseline |
| 33 | 3cbc227aImplemented visual proof-of-work by cropping and displaying actual PDF charts. | ArunArya-01 | 4mo ago | +197 -28 | 65%Typical | more lines added than baseline |
| 34 | e34b184eBind Multimodal UI pipelines and Command metrics directly to realtime ingestions via LocalStorage | ArunArya-01 | 4mo ago | +78 -46 | 65%Typical | more lines added than baseline |
| 35 | fa607e45ADDED ACTIONABLE SAFETY SCORE. | ArunArya-01 | 4mo ago | +124 -41 | 63%Typical | more lines added than baseline |
| 36 | 5f350d42Allow real-time human steering of the agent swarm. | ArunArya-01 | 4mo ago | +148 -80 | 61%Typical | more lines added than baseline |
| 37 | 5787c296Latest README | BitHello | 4mo ago | +63 -14 | 61%Typical | more lines added than baseline |
| 38 | 487c4963Updated backend synthesis | ArunArya-01 | 4mo ago | +101 -11 | 60%Typical | more lines added than baseline |
| 39 | 11a8f22cUpdated the formatting of IEEE style | ArunArya-01 | 4mo ago | +68 -114 | 58%Typical | more lines added than baseline |
| 40 | c8156f88fix: stabilize PDF ingestion + discovery pipeline and migrate swarm to Gemini 2.5 Flash Lite | Chandan Hegde | 4mo ago | +233 -134 | 58%Typical | more lines added than baseline |
| 41 | 8262b200Updated backend | ArunArya-01 | 4mo ago | +93 -28 | 56%Typical | more lines added than baseline |
| 42 | 0e9cd1a4Updated Readme | ArunArya-01 | 4mo ago | +63 -78 | 55%Typical | more lines added than baseline |
| 43 | 8fd174a3Deleted package-lock.json pushed by mistake | ArunArya-01 | 3mo ago | +75 -9.4K | 54%Typical | more lines added than baseline |
| 44 | baacba98Updated agents to avoid giving false research and hypothesis which is not possible | ArunArya-01 | 4mo ago | +89 -184 | 53%Typical | more lines added than baseline |
| 45 | 43fd94c6Fixed Gemini Model calling issue | Chandan Hegde | 3mo ago | +43 -31 | 51%Typical | more lines added than baseline |
| 46 | 1956d62efeat: migrate from Google Gemini to Groq AI models | Chandan Hegde | 3mo ago | +87 -38 | 51%Typical | more lines added than baseline |
| 47 | fee5b2cfUpdated pdf reading | ArunArya-01 | 4mo ago | +57 -109 | 51%Typical | more lines added than baseline |
| 48 | 1f51454aThe Winners Upgrade: Professional Safety Analysis tool integration and interaction overlays | ArunArya-01 | 4mo ago | +45 -11 | 48%Typical | more lines added than baseline |
| 49 | 2464f4f2Fix final model 404 bugs, purge mock keywords, and secure empty states | ArunArya-01 | 4mo ago | +56 -15 | 48%Typical | more lines added than baseline |
| 50 | 0530f4edUpdated backend | ArunArya-01 | 4mo ago | +67 -25 | 48%Typical | more 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 93 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.
arunarya-01/researchmind has 93 commits in its history from 6 contributors, the first of them Mar 24, 2026. No file in the repository changed in the last 90 days. Every commit is scored for change risk from its size, spread and the history of the files it touches.
