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
114 commits sit in this repo's top risk tercile, which is 33% of the 346scored. 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 8.4 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 fix-led, now leaning chore.
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 | 3091d5dbAdd LICENSE and .vscodeignore to VS Code extension | Flamehaven Labs | 7mo ago | +549.1K -0 | 100%Elevated | more lines added than baseline |
| 2 | 9a5cb349feat(ml): retrain on real dogfooding data, inject weights (v3.7.0) | Flamehaven Initiative | 3mo ago | +16.1K -127 | 99%Elevated | more lines added than baseline |
| 3 | 9e5a9c8etest(e2e): add v3.2.1 e2e suite + fix calibrate() min_events default | Flamehaven Initiative | 4mo ago | +7.0K -2 | 99%Elevated | more lines added than baseline |
| 4 | acefd186release(vscode): bump extension to 3.0.2 | Flamehaven Initiative | 5mo ago | +4.1K -4.1K | 99%Elevated | more lines added than baseline |
| 5 | 408478a7fix: commit missing 3.0.x source files that were never pushed to git | Flamehaven Initiative | 5mo ago | +4.6K -4.6K | 99%Elevated | more lines added than baseline |
| 6 | 6dff13e0Feat: v2.5.0 Terminology Refactor & Advanced Reporting | Flamehaven Labs | 7mo ago | +17.3K -0 | 99%Elevated | more lines added than baseline |
| 7 | 3d5a0163refactor(cli): split command surface and lazy-load heavy paths | Flamehaven Initiative | 2mo ago | +2.6K -1.6K | 98%Elevated | more lines added than baseline |
| 8 | 6f4d43a9feat(core): sovereign upgrade implementation (P0-P4) | Flamehaven Initiative | 2mo ago | +4.6K -156 | 98%Elevated | more lines added than baseline |
| 9 | 22aa80b4feat: v3.2.0 — 4D calibration, --init bootstrap, LEDA loop closure | Flamehaven Initiative | 4mo ago | +7.0K -6.7K | 98%Elevated | more lines added than baseline |
| 10 | 1dbb3fadfeat: v2.8.0 Mathematical Foundations | Flamehaven Initiative | 5mo ago | +4.7K -340 | 98%Elevated | more lines added than baseline |
| 11 | 3e0b74a0Normalize line endings for black CI check | Flamehaven | 6mo ago | +2.3K -2.3K | 98%Elevated | more lines added than baseline |
| 12 | e80a9b0cdocs: formalize tool philosophy and address self-referential bias | Flamehaven Initiative | 3mo ago | +1.9K -1.9K | 96%Elevated | more lines added than baseline |
| 13 | 2a87d033refactor(v2.9.1): self-inspection patch — zero deficit files | Flamehaven Initiative | 5mo ago | +1.8K -2.0K | 96%Elevated | more lines added than baseline |
| 14 | 9b7bef50fix: patch self-inspection deficit files (14.34 -> 11.65 avg deficit) | Flamehaven Initiative | 5mo ago | +1.9K -2.0K | 96%Elevated | more lines added than baseline |
| 15 | af0167eedocs: Add Remotion-generated screenshots for README | Flamehaven Labs | 6mo ago | +3.6K -0 | 96%Elevated | more lines added than baseline |
| 16 | 349e2e8adocs: Major README improvements with Mermaid and docs/ structure | Flamehaven Labs | 6mo ago | +1.2K -144 | 96%Elevated | more lines added than baseline |
| 17 | 1c3fe512feat(mass-update): Major architectural overhaul and stabilization | Flamehaven Labs | 7mo ago | +2.7K -37 | 96%Elevated | more lines added than baseline |
| 18 | 4e0dc20aAdd missing documentation files | Flamehaven Labs | 7mo ago | +1.3K -251 | 96%Elevated | more lines added than baseline |
| 19 | b53fd665v2.5.0: Critical patch, real-world tests, professional docs | Flamehaven Labs | 7mo ago | +2.0K -454 | 96%Elevated | more lines added than baseline |
| 20 | a02a4f7brefactor(operations): split cleanup architecture and payload helpers | Flamehaven Initiative | 1mo ago | +1.4K -1.4K | 94%Elevated | more lines added than baseline |
| 21 | 6f15150dfeat(core): complete adaptive init and npm wrapper surfaces (Absorption Phase) | Flamehaven Initiative | 2mo ago | +1.9K -19 | 94%Elevated | more lines added than baseline |
| 22 | e753468drelease: cut v3.8.1 | Flamehaven Initiative | 2mo ago | +1.6K -275 | 94%Elevated | more lines added than baseline |
| 23 | a72c02a5refactor: split god modules into focused units | Flamehaven Initiative | 4mo ago | +1.5K -1.4K | 94%Elevated | more lines added than baseline |
| 24 | 74246e11release: v3.0.2 — phantom import classification, LDR packaging init, placeholder precision | Flamehaven Initiative | 5mo ago | +1.3K -459 | 94%Elevated | more lines added than baseline |
| 25 | dd235542Fix: CI/CD Pipeline & Python 3.8 Compatibility | Flamehaven Labs | 7mo ago | +1.7K -6.1K | 94%Elevated | more lines added than baseline |
| 26 | 756cb545refactor(dogfood): reduce p0 hotspots and update roadmap | Flamehaven Initiative | 2mo ago | +889 -380 | 92%Elevated | more lines added than baseline |
| 27 | 1beb4bb7feat(ops): implement unified CLI workflows (audit, health, cleanup, watch, explain) | Flamehaven Initiative | 2mo ago | +1.1K -1 | 92%Elevated | more lines added than baseline |
| 28 | 9e2c431dfeat(vscode): 3.7.1 — modular architecture + phantom_import Code Action | Flamehaven Initiative | 3mo ago | +816 -855 | 92%Elevated | more lines added than baseline |
| 29 | 8a5b5ad3feat: add weekly PyPI download chart to README | Flamehaven Initiativecopilotassisted | 4mo ago | +1.5K -0 | 92%Elevated | more lines added than baseline |
| 30 | b55478adv2.6.3: Consent-based complexity and version alignment | Flamehaven Labs | 6mo ago | +1.3K -9 | 92%Elevated | more lines added than baseline |
| 31 | 41a8c4bffeat(vscode): P1 presentation foundation - UX manifest + npm-API data layer | Flamehaven Initiative | 2mo ago | +923 -171 | 91%Elevated | more lines added than baseline |
| 32 | 49a0c83erelease: cut v3.7.9 | Flamehaven Initiative | 2mo ago | +861 -18 | 91%Elevated | more lines added than baseline |
| 33 | 32f83c1cdocs(v3.5.0): update all docs for P1-P5 calibration, Go/JS/TS, domain-aware init | Flamehaven Initiative | 4mo ago | +573 -84 | 91%Elevated | more lines added than baseline |
| 34 | a210fe81fix: black formatting + pyproject.toml readme content-type for PyPI upload | Flamehaven Initiative | 5mo ago | +931 -741 | 91%Elevated | more lines added than baseline |
| 35 | b50a4625release: v2.6.1 - Configuration sovereignty and enhanced testing | Flamehaven Labs | 7mo ago | +1.0K -129 | 91%Elevated | more lines added than baseline |
| 36 | a83ca5c0refactor(operations): split manifest hygiene and render helpers | Flamehaven Initiative | 1mo ago | +469 -447 | 89%Elevated | more lines added than baseline |
| 37 | a252c252build(vscode): bundle extension with esbuild for a self-contained VSIX | Flamehaven Initiative | 2mo ago | +518 -14 | 89%Elevated | more lines added than baseline |
| 38 | 2147dab5feat(v3.1.0): math model fixes, stub/clone/naming pattern detection | Flamehaven Initiative | 4mo ago | +711 -9 | 89%Elevated | more lines added than baseline |
| 39 | 1bccf76ffeat(vscode): release extension v2.9.0 | Flamehaven Initiative | 5mo ago | +474 -396 | 89%Elevated | more lines added than baseline |
| 40 | 115a737dImplement Feature #6: CI Gate 3-Tier Enforcement System | Flamehaven Labs | 7mo ago | +597 -0 | 89%Elevated | more lines added than baseline |
| 41 | dfd8408aImplement Phase 1: Placeholder Catalog + Question Generation UX | Flamehaven Labsclaudeassisted | 7mo ago | +741 -1 | 89%Elevated | more lines added than baseline |
| 42 | 5334399cchore: update download chart [skip ci] | github-actions[bot] | 1mo ago | +339 -346 | 86%Elevated | more lines added than baseline |
| 43 | 0683f911docs: comprehensive update across 8 docs to v3.7.3 | Flamehaven Initiative | 3mo ago | +348 -48 | 86%Elevated | more lines added than baseline |
| 44 | fae07b11feat(languages): Phase 3c Go analysis via GoAnalyzer v1.0.0 | Flamehaven Initiativecopilotassisted | 4mo ago | +765 -2 | 86%Elevated | more lines added than baseline |
| 45 | c7ecb03cfeat(fp): v3.3.0 Phase 1 false-positive reduction | Flamehaven Initiativecopilotassisted | 4mo ago | +517 -42 | 86%Elevated | more lines added than baseline |
| 46 | 2a76ba53Add LEDA injection emitter for SPAR workflows | Flamehaven Initiative | 4mo ago | +537 -0 | 86%Elevated | more lines added than baseline |
| 47 | ee08d2a7feat(vscode): v3.2.1 - LEDA self-calibration UI + purity dimension | Flamehaven Initiative | 4mo ago | +421 -6 | 86%Elevated | more lines added than baseline |
| 48 | 7b51d597feat(calibration): self-calibrating weight optimizer from usage history (v2.9.3) | Flamehaven Initiative | 5mo ago | +601 -1 | 86%Elevated | more lines added than baseline |
| 49 | c94ad284release: v2.9.0 | Flamehaven Initiative | 5mo ago | +571 -9 | 86%Elevated | more lines added than baseline |
| 50 | 8ce8ce6efeat(v2.9): real training data pipeline + analyze_code_string | Flamehaven Initiative | 5mo ago | +384 -0 | 86%Elevated | 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 200 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.
flamehaven01/ai-slop-detector has 373 commits in its history from 4 contributors, the first of them Jan 9, 2026. In the last 90 days 102 files were touched, 305 times in total, most often __init__.py. Every commit is scored for change risk from its size, spread and the history of the files it touches.
