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repowiseMnehmos/chess-vision-studio

Commits

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

90of 258 scored

90 commits sit in this repo's top risk tercile, which is 35% of the 258scored. 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 8.9 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.

Fix commits3112%Commits whose subject reads as a bug fix rather than new work.Written by an agent16464%Read from commit trailers, so it counts what was declared.Change diffusion1.38bitsShannon entropy of a commit's churn across its files. Zero is a single file, and every extra bit is a doubling of how widely the change spread.Review threshold8.9out of 10Score a commit has to clear to land in this repo's top tercile.

How the work changed shape

Commit categories over time, read off the subject line. Fixes carry the accent because that is the series this chart exists to show.

Consistently other-driven across its history.

Feature19%
Fix12%
Refactor23%
Docs2%
Test3%
Deps1%
Chore2%
Other39%
64%of indexed commits are agent-attributed(164 of 258)
claude (164)

Review-priority queue

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 review-priority queue
#CommitAuthorWhenLinesRiskTop driver
1
9c835719PR-07 (app): square-control facts — TS type, squareFactFor, empty-square FactsPanel, registry v6
Mnehmosclaudeassisted
1mo ago+37.6K -4.4K
100%Elevated
more lines added than baseline
2
19578f63Arena/bot: gen8 data pipeline, 429-hardened Lichess bot, engine-flag wiring
Mnehmos
2mo ago+11.7K -133
99%Elevated
more lines added than baseline
3
8d015236data(gauntlet): archive SF-800 smoke + 1400-1800 ladder run artifacts
Mnehmosclaudeassisted
2mo ago+6.1K -0
99%Elevated
more lines added than baseline
4
d13e84b3feat(bot+gauntlet): live rated bot-ladder, unlimited-SF mode, time-odds curve runs
Mnehmosclaudeassisted
2mo ago+6.1K -3
99%Elevated
more lines added than baseline
5
4ffb0d59fix(gauntlet): shared single SF process + terminal-position scoring; first smoke run - 56W-4D-0L
Mnehmosclaudeassisted
2mo ago+5.4K -15
99%Elevated
more lines added than baseline
6
8095961ePR-00: CVS engine protocol capture and golden inventory
Mnehmosclaudeassisted
1mo ago+3.6K -0
97%Elevated
more lines added than baseline
7
1b365be4feat(coaching): implement Blue Phase overlays, blunder scores, PV formatting, prediction tracking, grid unification, and documentation
Mnehmos
1mo ago+5.3K -470
97%Elevated
more lines added than baseline
8
a936b957teaching corpus: v4 facts contract, hazard-aware compiler, stale-proof cache, Gate-1 + audit
Mnehmosclaudeassisted
2mo ago+5.2K -1.1K
97%Elevated
more lines added than baseline
9
e1d75f65app: Teaching Facts contract — request bundles from the Rust engine, render in a dev panel
Mnehmosclaudeassisted
2mo ago+5.2K -311
97%Elevated
more lines added than baseline
10
ed73efc8feat(rsi): tiered oracle + loss forensics + regression rows; runs 2000-2400
Mnehmosclaudeassisted
2mo ago+4.0K -37
97%Elevated
more lines added than baseline
11
6b445f10teaching UI: one unified TeachingLog everywhere (Play + Analyze)
Mnehmosclaudeassisted
2mo ago+1.3K -172
95%Elevated
more lines added than baseline
12
9427dcd2feat: per-ply features, dataset aggregation, opening-tree explorer, pattern cards
Mnehmosclaudeassisted
2mo ago+2.3K -24
95%Elevated
more lines added than baseline
13
c60c3d8afeat: proof-obligation engine — gates + detectAllMotifs lifts triangulation 14/30 -> 30/30
Chess Vision Agentclaudeassisted
2mo ago+1.6K -36
95%Elevated
more lines added than baseline
14
47b84298M0: scaffold — Vite/React/TS, chess.js, Stockfish WASM (Node transport), Vitest
Chess Vision Agentclaudeassisted
2mo ago+4.6K -0
95%Elevated
more lines added than baseline
15
9c456abaExtract analysis board helpers
Mnehmos
1mo ago+961 -479
93%Elevated
more lines added than baseline
16
b28f62eefeat(value-training): lichess arena client/session + saliency engine updates
Mnehmos
2mo ago+1.7K -33
93%Elevated
more lines added than baseline
17
2249fab9feat(arena): Rung-2 mixed training + cached gate matrix + perf/forensic tooling
Mnehmosclaudeassisted
2mo ago+1.2K -18
93%Elevated
more lines added than baseline
18
f023a611Add Lichess bot client and insight ladder
Mnehmos
2mo ago+1.5K -8
93%Elevated
more lines added than baseline
19
85256398release: 0.01 MVP — parallel dataset analysis, time-of-day insights, Control Lens core
Mnehmosclaudeassisted
2mo ago+1.7K -92
93%Elevated
more lines added than baseline
20
f2485c3aM7: LED export layer (7 modes) + 2D React board + facts + LED preview
Chess Vision Agentclaudeassisted
2mo ago+1.0K -11
93%Elevated
more lines added than baseline
21
ef08ee90Weakness-harvest night: multithreaded specialist bot + directed weakness profiler
Mnehmosclaudeassisted
1mo ago+711 -57
91%Elevated
more lines added than baseline
22
67a53793PR-08 (Stage A): canonical teaching schema + projection + primary selection
Mnehmosclaudeassisted
1mo ago+746 -0
91%Elevated
more lines added than baseline
23
d691b033PR-03: split move review from engine disagreement
Mnehmosclaudeassisted
1mo ago+603 -177
91%Elevated
more lines added than baseline
24
2d0afc3capp(teaching): Pawn Structure Damage topic compiler (M2 slice 1)
Mnehmosclaudeassisted
2mo ago+715 -0
91%Elevated
more lines added than baseline
25
e9fa5ee7app: expand Insights/analytics panel
Mnehmosclaudeassisted
2mo ago+1.2K -182
91%Elevated
more lines added than baseline
26
e3b11847Oracle cp-loss, arbiter v3, fresh-suite, and bot-layer ponder-cache benchmarks
Mnehmosclaudeassisted
2mo ago+721 -0
91%Elevated
more lines added than baseline
27
d759124ffeat(gauntlet): Stockfish-ladder bench for Elo estimation + RSI data
Mnehmosclaudeassisted
2mo ago+872 -0
91%Elevated
more lines added than baseline
28
25812e88feat(arena): value-head training + Stockfish-scored quality harness
Mnehmosclaudeassisted
2mo ago+803 -0
91%Elevated
more lines added than baseline
29
a1db1d67M5: Tier-1 motif layer (PROPOSE -> VALIDATE -> LOG), hardest puzzle
Chess Vision Agentclaudeassisted
2mo ago+726 -5
91%Elevated
more lines added than baseline
30
9d960b78PR-10: position hazards + move-delta evidence views/panels
Mnehmosclaudeassisted
1mo ago+726 -0
87%Elevated
more lines added than baseline
31
637b4c0echeckpoint: analysis visual redesign, variation tools, and RSI gating tooling
Mnehmosclaudeassisted
1mo ago+1.1K -211
87%Elevated
more lines added than baseline
32
3cfc44e3Move dataset panel styling to CSS
Mnehmos
1mo ago+595 -215
87%Elevated
more lines added than baseline
33
c091c286Move alternative lines styling to CSS
Mnehmos
1mo ago+548 -398
87%Elevated
more lines added than baseline
34
5d9403e0feat: multi-game PGN export + game-review panel (scope toggle, mistakes by ownership, timeline)
Mnehmosclaudeassisted
2mo ago+585 -13
87%Elevated
more lines added than baseline
35
213881d6tacticsearch oracle + generative ~100-case motif regression suite
Chess Vision Agentclaudeassisted
2mo ago+602 -0
87%Elevated
more lines added than baseline
36
2b3c0de9M7: jsdom render test — React board reflects the engine's LedMap
Chess Vision Agentclaudeassisted
2mo ago+957 -5
87%Elevated
more lines added than baseline
37
a629a6e5arena(#33): source-split + determinism guards for promotion-eligible NNUE training (#37)
Varioclaudeassisted
1mo ago+518 -1
84%Elevated
more lines added than baseline
38
8957bb60Lichess bot: smarttime time-management, opening book, and reliability hardening
Mnehmosclaudeassisted
1mo ago+503 -61
84%Elevated
more lines added than baseline
39
1a2358f4PR-01: AnalysisFrameV2 identity + frame skeleton; fail-closed facts matching
Mnehmosclaudeassisted
1mo ago+587 -11
84%Elevated
more lines added than baseline
40
73c6693eMove dataset analysis styling to CSS
Mnehmos
1mo ago+455 -155
84%Elevated
more lines added than baseline
41
2b6615a5Extract shared play preview helpers
Mnehmos
1mo ago+415 -256
84%Elevated
more lines added than baseline
42
6b1c722eapp(teaching): Allowed Pin topic + pin facts sync (M3 slice 3)
Mnehmosclaudeassisted
2mo ago+756 -171
84%Elevated
more lines added than baseline
43
e6970742feat(nnue): PyTorch gen-1 trainer + Texel tuning artifacts
Mnehmosclaudeassisted
2mo ago+423 -0
84%Elevated
more lines added than baseline
44
7866f321feat: OODA self-improvement arena — Stockfish vs @cvs/engine, review, retrain, loop
Mnehmosclaudeassisted
2mo ago+710 -4
84%Elevated
more lines added than baseline
45
7d5a5aaafeat: Play mode coaching suite — live analysis, all overlays, Facts + Control Lens
Mnehmosclaudeassisted
2mo ago+623 -21
84%Elevated
more lines added than baseline
46
0579373cM4: diff + saliency ranker (CROWN JEWEL)
Chess Vision Agentclaudeassisted
2mo ago+462 -0
84%Elevated
more lines added than baseline
47
0c25b792PR-12: NNUE / feature inspection client (developer-only)
Mnehmosclaudeassisted
1mo ago+518 -0
81%Elevated
more lines added than baseline
48
8087b26bAdd responsibilities documentation
Mnehmos
1mo ago+410 -0
81%Elevated
more lines added than baseline
49
2b8b9b7dapp(teaching): Allowed Fork topic + fork facts sync (M2 slice 2)
Mnehmosclaudeassisted
2mo ago+656 -163
81%Elevated
more lines added than baseline
50
5c362ff8data(rsi): halcyonbot loss regressions (4fxkLVBb center-king, RWvWpJZ1 endgame) + Rung-3 MLP trainer
Mnehmosclaudeassisted
2mo ago+532 -0
81%Elevated
more lines added than baseline
  • 9c835719PR-07 (app): square-control facts — TS type, squareFactFor, empty-square FactsPanel, registry v6
    Author
    Mnehmos
    When
    1mo ago
    Lines
    +37.6K -4.4K
    Risk
    100%Elevated
  • 19578f63Arena/bot: gen8 data pipeline, 429-hardened Lichess bot, engine-flag wiring
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +11.7K -133
    Risk
    99%Elevated
  • 8d015236data(gauntlet): archive SF-800 smoke + 1400-1800 ladder run artifacts
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +6.1K -0
    Risk
    99%Elevated
  • d13e84b3feat(bot+gauntlet): live rated bot-ladder, unlimited-SF mode, time-odds curve runs
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +6.1K -3
    Risk
    99%Elevated
  • 4ffb0d59fix(gauntlet): shared single SF process + terminal-position scoring; first smoke run - 56W-4D-0L
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +5.4K -15
    Risk
    99%Elevated
  • 8095961ePR-00: CVS engine protocol capture and golden inventory
    Author
    Mnehmos
    When
    1mo ago
    Lines
    +3.6K -0
    Risk
    97%Elevated
  • 1b365be4feat(coaching): implement Blue Phase overlays, blunder scores, PV formatting, prediction tracking, grid unification, and documentation
    Author
    Mnehmos
    When
    1mo ago
    Lines
    +5.3K -470
    Risk
    97%Elevated
  • a936b957teaching corpus: v4 facts contract, hazard-aware compiler, stale-proof cache, Gate-1 + audit
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +5.2K -1.1K
    Risk
    97%Elevated
  • e1d75f65app: Teaching Facts contract — request bundles from the Rust engine, render in a dev panel
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +5.2K -311
    Risk
    97%Elevated
  • ed73efc8feat(rsi): tiered oracle + loss forensics + regression rows; runs 2000-2400
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +4.0K -37
    Risk
    97%Elevated
  • 6b445f10teaching UI: one unified TeachingLog everywhere (Play + Analyze)
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +1.3K -172
    Risk
    95%Elevated
  • 9427dcd2feat: per-ply features, dataset aggregation, opening-tree explorer, pattern cards
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +2.3K -24
    Risk
    95%Elevated
  • c60c3d8afeat: proof-obligation engine — gates + detectAllMotifs lifts triangulation 14/30 -> 30/30
    Author
    Chess Vision Agent
    When
    2mo ago
    Lines
    +1.6K -36
    Risk
    95%Elevated
  • 47b84298M0: scaffold — Vite/React/TS, chess.js, Stockfish WASM (Node transport), Vitest
    Author
    Chess Vision Agent
    When
    2mo ago
    Lines
    +4.6K -0
    Risk
    95%Elevated
  • 9c456abaExtract analysis board helpers
    Author
    Mnehmos
    When
    1mo ago
    Lines
    +961 -479
    Risk
    93%Elevated
  • b28f62eefeat(value-training): lichess arena client/session + saliency engine updates
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +1.7K -33
    Risk
    93%Elevated
  • 2249fab9feat(arena): Rung-2 mixed training + cached gate matrix + perf/forensic tooling
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +1.2K -18
    Risk
    93%Elevated
  • f023a611Add Lichess bot client and insight ladder
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +1.5K -8
    Risk
    93%Elevated
  • 85256398release: 0.01 MVP — parallel dataset analysis, time-of-day insights, Control Lens core
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +1.7K -92
    Risk
    93%Elevated
  • f2485c3aM7: LED export layer (7 modes) + 2D React board + facts + LED preview
    Author
    Chess Vision Agent
    When
    2mo ago
    Lines
    +1.0K -11
    Risk
    93%Elevated
  • ef08ee90Weakness-harvest night: multithreaded specialist bot + directed weakness profiler
    Author
    Mnehmos
    When
    1mo ago
    Lines
    +711 -57
    Risk
    91%Elevated
  • 67a53793PR-08 (Stage A): canonical teaching schema + projection + primary selection
    Author
    Mnehmos
    When
    1mo ago
    Lines
    +746 -0
    Risk
    91%Elevated
  • d691b033PR-03: split move review from engine disagreement
    Author
    Mnehmos
    When
    1mo ago
    Lines
    +603 -177
    Risk
    91%Elevated
  • 2d0afc3capp(teaching): Pawn Structure Damage topic compiler (M2 slice 1)
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +715 -0
    Risk
    91%Elevated
  • e9fa5ee7app: expand Insights/analytics panel
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +1.2K -182
    Risk
    91%Elevated
  • e3b11847Oracle cp-loss, arbiter v3, fresh-suite, and bot-layer ponder-cache benchmarks
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +721 -0
    Risk
    91%Elevated
  • d759124ffeat(gauntlet): Stockfish-ladder bench for Elo estimation + RSI data
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +872 -0
    Risk
    91%Elevated
  • 25812e88feat(arena): value-head training + Stockfish-scored quality harness
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +803 -0
    Risk
    91%Elevated
  • a1db1d67M5: Tier-1 motif layer (PROPOSE -> VALIDATE -> LOG), hardest puzzle
    Author
    Chess Vision Agent
    When
    2mo ago
    Lines
    +726 -5
    Risk
    91%Elevated
  • 9d960b78PR-10: position hazards + move-delta evidence views/panels
    Author
    Mnehmos
    When
    1mo ago
    Lines
    +726 -0
    Risk
    87%Elevated
  • 637b4c0echeckpoint: analysis visual redesign, variation tools, and RSI gating tooling
    Author
    Mnehmos
    When
    1mo ago
    Lines
    +1.1K -211
    Risk
    87%Elevated
  • 3cfc44e3Move dataset panel styling to CSS
    Author
    Mnehmos
    When
    1mo ago
    Lines
    +595 -215
    Risk
    87%Elevated
  • c091c286Move alternative lines styling to CSS
    Author
    Mnehmos
    When
    1mo ago
    Lines
    +548 -398
    Risk
    87%Elevated
  • 5d9403e0feat: multi-game PGN export + game-review panel (scope toggle, mistakes by ownership, timeline)
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +585 -13
    Risk
    87%Elevated
  • 213881d6tacticsearch oracle + generative ~100-case motif regression suite
    Author
    Chess Vision Agent
    When
    2mo ago
    Lines
    +602 -0
    Risk
    87%Elevated
  • 2b3c0de9M7: jsdom render test — React board reflects the engine's LedMap
    Author
    Chess Vision Agent
    When
    2mo ago
    Lines
    +957 -5
    Risk
    87%Elevated
  • a629a6e5arena(#33): source-split + determinism guards for promotion-eligible NNUE training (#37)
    Author
    Vario
    When
    1mo ago
    Lines
    +518 -1
    Risk
    84%Elevated
  • 8957bb60Lichess bot: smarttime time-management, opening book, and reliability hardening
    Author
    Mnehmos
    When
    1mo ago
    Lines
    +503 -61
    Risk
    84%Elevated
  • 1a2358f4PR-01: AnalysisFrameV2 identity + frame skeleton; fail-closed facts matching
    Author
    Mnehmos
    When
    1mo ago
    Lines
    +587 -11
    Risk
    84%Elevated
  • 73c6693eMove dataset analysis styling to CSS
    Author
    Mnehmos
    When
    1mo ago
    Lines
    +455 -155
    Risk
    84%Elevated
  • 2b6615a5Extract shared play preview helpers
    Author
    Mnehmos
    When
    1mo ago
    Lines
    +415 -256
    Risk
    84%Elevated
  • 6b1c722eapp(teaching): Allowed Pin topic + pin facts sync (M3 slice 3)
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +756 -171
    Risk
    84%Elevated
  • e6970742feat(nnue): PyTorch gen-1 trainer + Texel tuning artifacts
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +423 -0
    Risk
    84%Elevated
  • 7866f321feat: OODA self-improvement arena — Stockfish vs @cvs/engine, review, retrain, loop
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +710 -4
    Risk
    84%Elevated
  • 7d5a5aaafeat: Play mode coaching suite — live analysis, all overlays, Facts + Control Lens
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +623 -21
    Risk
    84%Elevated
  • 0579373cM4: diff + saliency ranker (CROWN JEWEL)
    Author
    Chess Vision Agent
    When
    2mo ago
    Lines
    +462 -0
    Risk
    84%Elevated
  • 0c25b792PR-12: NNUE / feature inspection client (developer-only)
    Author
    Mnehmos
    When
    1mo ago
    Lines
    +518 -0
    Risk
    81%Elevated
  • 8087b26bAdd responsibilities documentation
    Author
    Mnehmos
    When
    1mo ago
    Lines
    +410 -0
    Risk
    81%Elevated
  • 2b8b9b7dapp(teaching): Allowed Fork topic + fork facts sync (M2 slice 2)
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +656 -163
    Risk
    81%Elevated
  • 5c362ff8data(rsi): halcyonbot loss regressions (4fxkLVBb center-king, RWvWpJZ1 endgame) + Rung-3 MLP trainer
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +532 -0
    Risk
    81%Elevated
Showing 50 of 258 commits

How the score behaves here

Change risk →

Two views of the same model: where the cuts fall, and what commit shape lands you above them.

Score distribution

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.

059↑ typical↑ elevated0.05.010.0Change-risk score →
Below typical
Typical
Elevated

Size against diffusion

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.

1101001,00010,000Lines changed (log) →0.04.7Diffusion →
Below typical69
Typical59
Elevated72

Commit history for Mnehmos/chess-vision-studio

Mnehmos/chess-vision-studio has 259 commits in its history from 3 contributors, the first of them Jun 6, 2026. In the last 90 days 345 files were touched, 955 times in total, most often App.tsx. Every commit is scored for change risk from its size, spread and the history of the files it touches.