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repowiseMnehmos/mnehmos.prompts.research

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

20of 64 scored

20 commits sit in this repo's top risk tercile, which is 31% of the 64scored. 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 8.8 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.

Fix commits1625%Commits whose subject reads as a bug fix rather than new work.Written by an agent12%Read from commit trailers, so it counts what was declared.Change diffusion0.98bitsShannon 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 threshold8.8out 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.

Began other-led, now leaning feature.

Feature41%
Fix27%
Refactor3%
Other30%
2%of indexed commits are agent-attributed(1 of 64)
claude (1)

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
2f9fb56bfeat: Add RAG server implementation
Mnehmos
7mo ago+7.4K -0
97%Elevated
more lines added than baseline
2
67a2966dfeat: Complete Astro migration with TDD
Mnehmos
7mo ago+24.8K -12.4K
97%Elevated
more lines added than baseline
3
896fcfe8feat(phase3): add research integration planning and scripts
Mnehmos
9mo ago+17.4K -5
97%Elevated
more lines added than baseline
4
4e75a30finitial
Vario
1y ago+6.9K -0
97%Elevated
more lines added than baseline
5
f7775b73feat: add PromptBuilder class with technique management, templates, and intelligent suggestions, and integrate it into the prompt builder HTML.
Mnehmos
8mo ago+2.3K -896
91%Elevated
more lines added than baseline
6
46e7776fupdate 1
Mnehmos
1y ago+3.9K -582
91%Elevated
more lines added than baseline
7
6284b161mvp-0.1
Vario
1y ago+3.6K -317
91%Elevated
more lines added than baseline
8
0861ba4bfeat(ux): comprehensive UX refinement sprint
Mnehmos
7mo ago+1.6K -575
87%Elevated
more lines added than baseline
9
d95e51f6feat: introduce global styling and scripting for UI animations and consistent page elements across the site.
Mnehmos
8mo ago+1.8K -708
87%Elevated
more lines added than baseline
10
f56c79ecfeat(phase3): integrate research taxonomy v2.0 into live site
Mnehmos
9mo ago+3.0K -28
87%Elevated
more lines added than baseline
11
a65eb317update 2
Mnehmos
1y ago+1.9K -2.1K
84%Elevated
more lines added than baseline
12
1889cb3fprompt builder fix 2
Mnehmos
1y ago+586 -429
82%Elevated
more lines added than baseline
13
3702a0e1feat(taxonomy): add 13 techniques from arXiv papers (Dec 2025-Jan 2026)
Mnehmosclaudeassisted
7mo ago+534 -4
80%Elevated
more lines added than baseline
14
1bd321cbfeat: add comprehensive knowledge base document for prompt engineering taxonomy
Mnehmos
7mo ago+392 -0
77%Elevated
more lines added than baseline
15
287c9183agent rules update
Mnehmos
1y ago+548 -5
77%Elevated
more lines added than baseline
16
37709398commit 3 files to main
Vario
1y ago+485 -80
77%Elevated
more lines added than baseline
17
aa2024cafix: resolve typescript build errors and silence inline script warnings
Mnehmos
7mo ago+405 -248
73%Elevated
more lines added than baseline
18
f9f7adf3feat: Rebrand search page as AI Chat assistant with SSE streaming
Mnehmos
7mo ago+399 -380
73%Elevated
more lines added than baseline
19
f672dc1ffeat: implement web-based prompt engineering taxonomy report with dedicated styling, data, and loading logic.
Mnehmos
8mo ago+374 -107
71%Elevated
more lines added than baseline
20
803d7aa5feat: Add mini taxonomy sidebar to chat, remove sources
Mnehmos
7mo ago+238 -138
70%Elevated
more lines added than baseline
21
20ee9945style: Maximize chat layout usage (full width/height)
Mnehmos
7mo ago+189 -91
66%Typical
more lines added than baseline
22
6c9006f7feat: add base CSS styles and network visualization script.
Mnehmos
8mo ago+179 -35
66%Typical
more lines added than baseline
23
098adb8cfix(schema): normalize research technique schema to match site format
Mnehmos
9mo ago+241 -447
66%Typical
more lines added than baseline
24
2db35a7ffeat: Implement D3.js-based network visualization for technique relationships, including data and styling.
Mnehmos
8mo ago+169 -138
63%Typical
more lines added than baseline
25
29aed7d5feat: add case studies page with content and a shared header/footer script.
Mnehmos
8mo ago+210 -0
63%Typical
more lines added than baseline
26
19151c98technique additions
Mnehmos
1y ago+169 -7
60%Typical
more lines added than baseline
27
4bd9daf3feat: add initial prompt taxonomy techniques data to processed directory
Mnehmos
8mo ago+126 -0
59%Typical
more lines added than baseline
28
69c89bbeadversarial defense prompt update
Mnehmos
1y ago+189 -6
57%Typical
more lines added than baseline
29
e1468d53feat: Add structured prompt engineering taxonomy data to `techniques.json` and update `sources.html`.
Mnehmos
8mo ago+90 -1
55%Typical
more lines added than baseline
30
83ce74a6prompt builder fix 3
Mnehmos
1y ago+89 -40
54%Typical
more lines added than baseline
31
c3e6a2dcfeat: add initial prompt taxonomy techniques data in JSON format
Mnehmos
8mo ago+69 -18
52%Typical
more lines added than baseline
32
eec5a33dfeat: Add thinking animations to chat and input status
Mnehmos
7mo ago+63 -11
51%Typical
more lines added than baseline
33
8e1bfaa3prompt builder fix 4
Mnehmos
1y ago+65 -48
49%Typical
more lines added than baseline
34
e6e32aaecommit 2
Vario
1y ago+107 -71
48%Typical
more lines added than baseline
35
eb1ac1c7feat: Add automatic retry (2x) on empty response or error
Mnehmos
7mo ago+47 -9
46%Typical
more lines added than baseline
36
422db7b0refactor: remove prompt builder script and associated types and tests
Mnehmos
7mo ago+57 -3.1K
45%Typical
more lines added than baseline
37
582fdba3Update network-visualization.js
Mnehmos
1y ago+37 -2
43%Typical
more lines added than baseline
38
d7917dbasources update
Mnehmos
1y ago+37 -3
41%Typical
more lines added than baseline
39
e733d16cfeat: enhance Random button CTA and add auto-send
Mnehmos
7mo ago+33 -9
40%Typical
more lines added than baseline
40
af0ff608prompt builder simplification
Mnehmos
1y ago+33 -306
38%Typical
more lines added than baseline
41
7ba6ad7afix: Update logo branding and ecosystem links
Mnehmos
7mo ago+25 -8
37%Typical
more lines added than baseline
42
7caa547efeat: Make chat sources clickable links to taxonomy page
Mnehmos
7mo ago+23 -1
35%Typical
more lines added than baseline
43
629a6745SEO updates
Mnehmos
1y ago+22 -22
34%Typical
more lines added than baseline
44
32f5b2b6fix prompt builder attempt 1
Mnehmos
1y ago+22 -6
32%Below typical
more lines added than baseline
45
45df6ba5Create verify-count.js
Mnehmos
9mo ago+18 -0
30%Below typical
more lines added than baseline
46
4060f35cnetwork visualization update
Mnehmos
1y ago+21 -526
29%Below typical
more lines added than baseline
47
83a154bdfix: Add base URL to navigation links for GitHub Pages
Mnehmos
7mo ago+15 -5
27%Below typical
more lines added than baseline
48
678069cbfeat: Add server warmup ping on chat page load
Mnehmos
7mo ago+16 -0
25%Below typical
more lines added than baseline
49
1aef174bupdate taxonomy
Mnehmos
1y ago+16 -4
25%Below typical
more lines added than baseline
50
6934d3f3debug: Add verbose logging for OpenAI streaming response
Mnehmos
7mo ago+13 -2
23%Below typical
more lines added than baseline
  • 2f9fb56bfeat: Add RAG server implementation
    Author
    Mnehmos
    When
    7mo ago
    Lines
    +7.4K -0
    Risk
    97%Elevated
  • 67a2966dfeat: Complete Astro migration with TDD
    Author
    Mnehmos
    When
    7mo ago
    Lines
    +24.8K -12.4K
    Risk
    97%Elevated
  • 896fcfe8feat(phase3): add research integration planning and scripts
    Author
    Mnehmos
    When
    9mo ago
    Lines
    +17.4K -5
    Risk
    97%Elevated
  • 4e75a30finitial
    Author
    Vario
    When
    1y ago
    Lines
    +6.9K -0
    Risk
    97%Elevated
  • f7775b73feat: add PromptBuilder class with technique management, templates, and intelligent suggestions, and integrate it into the prompt builder HTML.
    Author
    Mnehmos
    When
    8mo ago
    Lines
    +2.3K -896
    Risk
    91%Elevated
  • 46e7776fupdate 1
    Author
    Mnehmos
    When
    1y ago
    Lines
    +3.9K -582
    Risk
    91%Elevated
  • 6284b161mvp-0.1
    Author
    Vario
    When
    1y ago
    Lines
    +3.6K -317
    Risk
    91%Elevated
  • 0861ba4bfeat(ux): comprehensive UX refinement sprint
    Author
    Mnehmos
    When
    7mo ago
    Lines
    +1.6K -575
    Risk
    87%Elevated
  • d95e51f6feat: introduce global styling and scripting for UI animations and consistent page elements across the site.
    Author
    Mnehmos
    When
    8mo ago
    Lines
    +1.8K -708
    Risk
    87%Elevated
  • f56c79ecfeat(phase3): integrate research taxonomy v2.0 into live site
    Author
    Mnehmos
    When
    9mo ago
    Lines
    +3.0K -28
    Risk
    87%Elevated
  • a65eb317update 2
    Author
    Mnehmos
    When
    1y ago
    Lines
    +1.9K -2.1K
    Risk
    84%Elevated
  • 1889cb3fprompt builder fix 2
    Author
    Mnehmos
    When
    1y ago
    Lines
    +586 -429
    Risk
    82%Elevated
  • 3702a0e1feat(taxonomy): add 13 techniques from arXiv papers (Dec 2025-Jan 2026)
    Author
    Mnehmos
    When
    7mo ago
    Lines
    +534 -4
    Risk
    80%Elevated
  • 1bd321cbfeat: add comprehensive knowledge base document for prompt engineering taxonomy
    Author
    Mnehmos
    When
    7mo ago
    Lines
    +392 -0
    Risk
    77%Elevated
  • 287c9183agent rules update
    Author
    Mnehmos
    When
    1y ago
    Lines
    +548 -5
    Risk
    77%Elevated
  • 37709398commit 3 files to main
    Author
    Vario
    When
    1y ago
    Lines
    +485 -80
    Risk
    77%Elevated
  • aa2024cafix: resolve typescript build errors and silence inline script warnings
    Author
    Mnehmos
    When
    7mo ago
    Lines
    +405 -248
    Risk
    73%Elevated
  • f9f7adf3feat: Rebrand search page as AI Chat assistant with SSE streaming
    Author
    Mnehmos
    When
    7mo ago
    Lines
    +399 -380
    Risk
    73%Elevated
  • f672dc1ffeat: implement web-based prompt engineering taxonomy report with dedicated styling, data, and loading logic.
    Author
    Mnehmos
    When
    8mo ago
    Lines
    +374 -107
    Risk
    71%Elevated
  • 803d7aa5feat: Add mini taxonomy sidebar to chat, remove sources
    Author
    Mnehmos
    When
    7mo ago
    Lines
    +238 -138
    Risk
    70%Elevated
  • 20ee9945style: Maximize chat layout usage (full width/height)
    Author
    Mnehmos
    When
    7mo ago
    Lines
    +189 -91
    Risk
    66%Typical
  • 6c9006f7feat: add base CSS styles and network visualization script.
    Author
    Mnehmos
    When
    8mo ago
    Lines
    +179 -35
    Risk
    66%Typical
  • 098adb8cfix(schema): normalize research technique schema to match site format
    Author
    Mnehmos
    When
    9mo ago
    Lines
    +241 -447
    Risk
    66%Typical
  • 2db35a7ffeat: Implement D3.js-based network visualization for technique relationships, including data and styling.
    Author
    Mnehmos
    When
    8mo ago
    Lines
    +169 -138
    Risk
    63%Typical
  • 29aed7d5feat: add case studies page with content and a shared header/footer script.
    Author
    Mnehmos
    When
    8mo ago
    Lines
    +210 -0
    Risk
    63%Typical
  • 19151c98technique additions
    Author
    Mnehmos
    When
    1y ago
    Lines
    +169 -7
    Risk
    60%Typical
  • 4bd9daf3feat: add initial prompt taxonomy techniques data to processed directory
    Author
    Mnehmos
    When
    8mo ago
    Lines
    +126 -0
    Risk
    59%Typical
  • 69c89bbeadversarial defense prompt update
    Author
    Mnehmos
    When
    1y ago
    Lines
    +189 -6
    Risk
    57%Typical
  • e1468d53feat: Add structured prompt engineering taxonomy data to `techniques.json` and update `sources.html`.
    Author
    Mnehmos
    When
    8mo ago
    Lines
    +90 -1
    Risk
    55%Typical
  • 83ce74a6prompt builder fix 3
    Author
    Mnehmos
    When
    1y ago
    Lines
    +89 -40
    Risk
    54%Typical
  • c3e6a2dcfeat: add initial prompt taxonomy techniques data in JSON format
    Author
    Mnehmos
    When
    8mo ago
    Lines
    +69 -18
    Risk
    52%Typical
  • eec5a33dfeat: Add thinking animations to chat and input status
    Author
    Mnehmos
    When
    7mo ago
    Lines
    +63 -11
    Risk
    51%Typical
  • 8e1bfaa3prompt builder fix 4
    Author
    Mnehmos
    When
    1y ago
    Lines
    +65 -48
    Risk
    49%Typical
  • e6e32aaecommit 2
    Author
    Vario
    When
    1y ago
    Lines
    +107 -71
    Risk
    48%Typical
  • eb1ac1c7feat: Add automatic retry (2x) on empty response or error
    Author
    Mnehmos
    When
    7mo ago
    Lines
    +47 -9
    Risk
    46%Typical
  • 422db7b0refactor: remove prompt builder script and associated types and tests
    Author
    Mnehmos
    When
    7mo ago
    Lines
    +57 -3.1K
    Risk
    45%Typical
  • 582fdba3Update network-visualization.js
    Author
    Mnehmos
    When
    1y ago
    Lines
    +37 -2
    Risk
    43%Typical
  • d7917dbasources update
    Author
    Mnehmos
    When
    1y ago
    Lines
    +37 -3
    Risk
    41%Typical
  • e733d16cfeat: enhance Random button CTA and add auto-send
    Author
    Mnehmos
    When
    7mo ago
    Lines
    +33 -9
    Risk
    40%Typical
  • af0ff608prompt builder simplification
    Author
    Mnehmos
    When
    1y ago
    Lines
    +33 -306
    Risk
    38%Typical
  • 7ba6ad7afix: Update logo branding and ecosystem links
    Author
    Mnehmos
    When
    7mo ago
    Lines
    +25 -8
    Risk
    37%Typical
  • 7caa547efeat: Make chat sources clickable links to taxonomy page
    Author
    Mnehmos
    When
    7mo ago
    Lines
    +23 -1
    Risk
    35%Typical
  • 629a6745SEO updates
    Author
    Mnehmos
    When
    1y ago
    Lines
    +22 -22
    Risk
    34%Typical
  • 32f5b2b6fix prompt builder attempt 1
    Author
    Mnehmos
    When
    1y ago
    Lines
    +22 -6
    Risk
    32%Below typical
  • 45df6ba5Create verify-count.js
    Author
    Mnehmos
    When
    9mo ago
    Lines
    +18 -0
    Risk
    30%Below typical
  • 4060f35cnetwork visualization update
    Author
    Mnehmos
    When
    1y ago
    Lines
    +21 -526
    Risk
    29%Below typical
  • 83a154bdfix: Add base URL to navigation links for GitHub Pages
    Author
    Mnehmos
    When
    7mo ago
    Lines
    +15 -5
    Risk
    27%Below typical
  • 678069cbfeat: Add server warmup ping on chat page load
    Author
    Mnehmos
    When
    7mo ago
    Lines
    +16 -0
    Risk
    25%Below typical
  • 1aef174bupdate taxonomy
    Author
    Mnehmos
    When
    1y ago
    Lines
    +16 -4
    Risk
    25%Below typical
  • 6934d3f3debug: Add verbose logging for OpenAI streaming response
    Author
    Mnehmos
    When
    7mo ago
    Lines
    +13 -2
    Risk
    23%Below typical
Showing 50 of 64 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.

011typical ↑↑ elevated0.05.010.0Change-risk score →
Below typical
Typical
Elevated

Size against diffusion

The 64 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 typical21
Typical23
Elevated20

Commit history for Mnehmos/mnehmos.prompts.research

Mnehmos/mnehmos.prompts.research has 66 commits in its history from 2 contributors, the first of them Apr 26, 2025. 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.