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repowisebaneeishaque/ai-agent-rules

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

123of 363 scored

123 commits sit in this repo's top risk tercile, which is 34% of the 363scored. 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 6.1 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 commits51%Commits whose subject reads as a bug fix rather than new work.Written by an agent339%Read from commit trailers, so it counts what was declared.Change diffusion0.49bitsShannon 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 threshold6.1out 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 docs-driven across its history.

Feature17%
Fix1%
Refactor7%
Docs56%
Deps1%
Chore8%
Other9%
9%of indexed commits are agent-attributed(33 of 363)
copilot (33)

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
b1a2e4f5chore(sync): introduce monorepo packages/core layout
Banee Ishaque K
3mo ago+20.8K -165
100%Elevated
more lines added than baseline
2
f47972eadocs(rules): standardize git atomic construction rules
Banee Ishaque K
3mo ago+7.7K -2.2K
100%Elevated
more lines added than baseline
3
703916b9refactor(sync): relocate sources into lib/ for shared SSOT
Banee Ishaque K
3mo ago+2.4K -88
99%Elevated
more lines added than baseline
4
b29e16b6chore(rules): regenerate markdownlintignore and refresh plans
Banee Ishaque K
3mo ago+1.8K -106
99%Elevated
more lines added than baseline
5
7d2fcf52feat: add ai-agent-rules instincts for continuous learning
ecc-tools[bot]
3mo ago+518 -0
99%Elevated
more lines added than baseline
6
5ae45d67Add comprehensive README.md with full documentation
copilot-swe-agent[bot]copilotautonomous
3mo ago+540 -0
99%Elevated
more lines added than baseline
7
311701b1feat(sync): scaffold zero-backend sync architecture PoC
Banee Ishaque K
3mo ago+566 -3
98%Elevated
more lines added than baseline
8
c7a59af8docs(rules): add scripting language selection rules (4 tiers + long tail)
Banee Ishaque K
3mo ago+392 -0
97%Elevated
more lines added than baseline
9
bf693149docs(shell-execution-rules): add §2.6 PowerShell non-ASCII transport hazards
Banee Ishaque K
3mo ago+362 -0
97%Elevated
more lines added than baseline
10
f3eb7d6ffeat(redaction-portability): introduce rules-side SSOT mirror + Repository Scope Tier mandate
Banee Ishaque K
3mo ago+416 -10
97%Elevated
more lines added than baseline
11
f0818454feat(sync): make engine async with RxDB bootstrap and AES path
Banee Ishaque K
3mo ago+412 -150
97%Elevated
more lines added than baseline
12
b03420d0feat(sync): add React SyncManager sample component
Banee Ishaque K
3mo ago+410 -180
97%Elevated
more lines added than baseline
13
2a4c9f3bfeat(docs): automate rule index synchronization
Banee Ishaque K
3mo ago+981 -60
97%Elevated
more lines added than baseline
14
ec9b12f1docs(conversations): log mise github-backend PHP → VS Code config session
Banee Ishaque Kcopilotassisted
2mo ago+302 -0
96%Elevated
more lines added than baseline
15
301c39fddocs(rclone): add rclone download optimization rules and source conversation
Banee Ishaque K
3mo ago+286 -0
96%Elevated
more lines added than baseline
16
419242c4docs(sync): add adjacent code explainers and package.json
Banee Ishaque K
3mo ago+290 -67
96%Elevated
more lines added than baseline
17
0b2349b1feat: Add GitHub topics documentation and enhance repository index
copilot-swe-agent[bot]copilotautonomous
3mo ago+204 -2
96%Elevated
more lines added than baseline
18
fd603a90docs(brew): add manual command output mandate and AG research
Banee Ishaque K
3mo ago+353 -2
95%Elevated
more lines added than baseline
19
a6084fa6Enhances Flutter application development rules
Banee Ishaque K
3mo ago+197 -118
95%Elevated
more lines added than baseline
20
451a3d00refactor(scripts): extract base_sync.py for reusable sync engine
Banee Ishaque K
3mo ago+224 -236
94%Elevated
more lines added than baseline
21
98f2b694docs(sync): elaborate USAGE, plans, and per-file explainers
Banee Ishaque K
3mo ago+207 -167
94%Elevated
more lines added than baseline
22
04fccbadrefactor(rules): establish CI/CD hierarchy and single source of truth
Banee Ishaque K
3mo ago+247 -162
94%Elevated
more lines added than baseline
23
7ddd66cffeat: Add comprehensive rules for Android app launch, Git repository management, and PowerShell script execution
Banee Ishaque K
4mo ago+263 -230
94%Elevated
more lines added than baseline
24
8bc8c3dfdocs: sync rule indices (AI generation failed)
Banee Ishaque K
3mo ago+188 -86
93%Elevated
more lines added than baseline
25
5a21007efeat(git): strengthen operation safety and submodule repair protocols
Banee Ishaque K
3mo ago+187 -12
93%Elevated
more lines added than baseline
26
3cc64030feat: add ai-agent-rules skill generated by ECC Tools
ecc-tools[bot]
3mo ago+136 -0
93%Elevated
more lines added than baseline
27
1a689ddbfeat(kmp): Create comprehensive KMP version upgrade protocol
Banee Ishaque K
3mo ago+179 -0
93%Elevated
more lines added than baseline
28
953f3d70docs(records): archive implementation plan and session log
Banee Ishaque K
3mo ago+149 -0
92%Elevated
more lines added than baseline
29
baf74325refactor(sync): tighten engine, storage, and sample APIs
Banee Ishaque K
3mo ago+173 -117
92%Elevated
more lines added than baseline
30
bf5a7094feat(rules): add git text normalization rules
Banee Ishaque K
3mo ago+154 -0
92%Elevated
more lines added than baseline
31
50180f49feat(ci): integrate gemini for intelligent commit messages
Banee Ishaque K
3mo ago+177 -0
92%Elevated
more lines added than baseline
32
c5073369docs: add system architecture documentation
Banee Ishaque K
3mo ago+144 -0
92%Elevated
more lines added than baseline
33
bf8367c6docs(github): add github atom feed rules and source conversation
Banee Ishaque K
3mo ago+151 -0
91%Elevated
more lines added than baseline
34
bf15ec3edocs(conversation): document PDF CLI extraction tool session
Banee Ishaque K
3mo ago+125 -0
91%Elevated
more lines added than baseline
35
3d969896Defines comprehensive Flutter development standards
Banee Ishaque K
3mo ago+178 -0
91%Elevated
more lines added than baseline
36
4a37838adocs: establish history refinement rules and commit quality standards
Banee Ishaque K
3mo ago+121 -0
90%Elevated
more lines added than baseline
37
6cd73f70feat(rules): formalize action creation sop & platinum linting
Banee Ishaque K
3mo ago+177 -2
90%Elevated
more lines added than baseline
38
bf427dfcchore(git): replace minimal gitignore with comprehensive ide boilerplate
Banee Ishaque K
3mo ago+117 -4
89%Elevated
more lines added than baseline
39
ad831373docs(metadata): add GitHub repository metadata management rules
Banee Ishaque K
3mo ago+104 -0
89%Elevated
more lines added than baseline
40
fa06b0e6docs(actions): consolidate rules and add java migration details
Banee Ishaque K
3mo ago+110 -8
89%Elevated
more lines added than baseline
41
cecfbf21feat: Add .gitignore file for Visual Studio Code and platform-specific rules
Banee Ishaque K
4mo ago+102 -0
89%Elevated
more lines added than baseline
42
3a9404a0feat(docs): add rules for code documentation
Banee Ishaque K
3mo ago+106 -0
88%Elevated
more lines added than baseline
43
fe8813d7docs(session): add AI agent session documentation rules
Banee Ishaque K
3mo ago+103 -0
88%Elevated
more lines added than baseline
44
414d2573docs: sync rule indices (AI generation failed)
Banee Ishaque K
3mo ago+112 -73
87%Elevated
more lines added than baseline
45
e8ca3bcaconfig(sync): harden typescript to nuclear standards
Banee Ishaque K
3mo ago+90 -15
87%Elevated
more lines added than baseline
46
394745c8docs: sync rule indices (AI generation failed)
Banee Ishaque K
3mo ago+98 -98
87%Elevated
more lines added than baseline
47
fbcb60fddocs: implement gitignore protocols and submodule synchronization standards
Banee Ishaque K
3mo ago+99 -2
87%Elevated
more lines added than baseline
48
a59de22afeat(rules): establish linkedin post creation rules and update standard protocol
Banee Ishaque K
3mo ago+113 -2
87%Elevated
more lines added than baseline
49
4ac7af3adocs: finalize practical guide for Git and submodule workflows
Banee Ishaque K
3mo ago+91 -0
87%Elevated
more lines added than baseline
50
3f78ad11Adds React Query best practices documentation
Banee Ishaque K
3mo ago+98 -0
87%Elevated
more lines added than baseline
  • b1a2e4f5chore(sync): introduce monorepo packages/core layout
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +20.8K -165
    Risk
    100%Elevated
  • f47972eadocs(rules): standardize git atomic construction rules
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +7.7K -2.2K
    Risk
    100%Elevated
  • 703916b9refactor(sync): relocate sources into lib/ for shared SSOT
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +2.4K -88
    Risk
    99%Elevated
  • b29e16b6chore(rules): regenerate markdownlintignore and refresh plans
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +1.8K -106
    Risk
    99%Elevated
  • 7d2fcf52feat: add ai-agent-rules instincts for continuous learning
    Author
    ecc-tools[bot]
    When
    3mo ago
    Lines
    +518 -0
    Risk
    99%Elevated
  • 5ae45d67Add comprehensive README.md with full documentation
    Author
    copilot-swe-agent[bot]
    When
    3mo ago
    Lines
    +540 -0
    Risk
    99%Elevated
  • 311701b1feat(sync): scaffold zero-backend sync architecture PoC
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +566 -3
    Risk
    98%Elevated
  • c7a59af8docs(rules): add scripting language selection rules (4 tiers + long tail)
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +392 -0
    Risk
    97%Elevated
  • bf693149docs(shell-execution-rules): add §2.6 PowerShell non-ASCII transport hazards
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +362 -0
    Risk
    97%Elevated
  • f3eb7d6ffeat(redaction-portability): introduce rules-side SSOT mirror + Repository Scope Tier mandate
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +416 -10
    Risk
    97%Elevated
  • f0818454feat(sync): make engine async with RxDB bootstrap and AES path
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +412 -150
    Risk
    97%Elevated
  • b03420d0feat(sync): add React SyncManager sample component
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +410 -180
    Risk
    97%Elevated
  • 2a4c9f3bfeat(docs): automate rule index synchronization
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +981 -60
    Risk
    97%Elevated
  • ec9b12f1docs(conversations): log mise github-backend PHP → VS Code config session
    Author
    Banee Ishaque K
    When
    2mo ago
    Lines
    +302 -0
    Risk
    96%Elevated
  • 301c39fddocs(rclone): add rclone download optimization rules and source conversation
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +286 -0
    Risk
    96%Elevated
  • 419242c4docs(sync): add adjacent code explainers and package.json
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +290 -67
    Risk
    96%Elevated
  • 0b2349b1feat: Add GitHub topics documentation and enhance repository index
    Author
    copilot-swe-agent[bot]
    When
    3mo ago
    Lines
    +204 -2
    Risk
    96%Elevated
  • fd603a90docs(brew): add manual command output mandate and AG research
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +353 -2
    Risk
    95%Elevated
  • a6084fa6Enhances Flutter application development rules
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +197 -118
    Risk
    95%Elevated
  • 451a3d00refactor(scripts): extract base_sync.py for reusable sync engine
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +224 -236
    Risk
    94%Elevated
  • 98f2b694docs(sync): elaborate USAGE, plans, and per-file explainers
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +207 -167
    Risk
    94%Elevated
  • 04fccbadrefactor(rules): establish CI/CD hierarchy and single source of truth
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +247 -162
    Risk
    94%Elevated
  • 7ddd66cffeat: Add comprehensive rules for Android app launch, Git repository management, and PowerShell script execution
    Author
    Banee Ishaque K
    When
    4mo ago
    Lines
    +263 -230
    Risk
    94%Elevated
  • 8bc8c3dfdocs: sync rule indices (AI generation failed)
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +188 -86
    Risk
    93%Elevated
  • 5a21007efeat(git): strengthen operation safety and submodule repair protocols
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +187 -12
    Risk
    93%Elevated
  • 3cc64030feat: add ai-agent-rules skill generated by ECC Tools
    Author
    ecc-tools[bot]
    When
    3mo ago
    Lines
    +136 -0
    Risk
    93%Elevated
  • 1a689ddbfeat(kmp): Create comprehensive KMP version upgrade protocol
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +179 -0
    Risk
    93%Elevated
  • 953f3d70docs(records): archive implementation plan and session log
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +149 -0
    Risk
    92%Elevated
  • baf74325refactor(sync): tighten engine, storage, and sample APIs
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +173 -117
    Risk
    92%Elevated
  • bf5a7094feat(rules): add git text normalization rules
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +154 -0
    Risk
    92%Elevated
  • 50180f49feat(ci): integrate gemini for intelligent commit messages
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +177 -0
    Risk
    92%Elevated
  • c5073369docs: add system architecture documentation
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +144 -0
    Risk
    92%Elevated
  • bf8367c6docs(github): add github atom feed rules and source conversation
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +151 -0
    Risk
    91%Elevated
  • bf15ec3edocs(conversation): document PDF CLI extraction tool session
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +125 -0
    Risk
    91%Elevated
  • 3d969896Defines comprehensive Flutter development standards
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +178 -0
    Risk
    91%Elevated
  • 4a37838adocs: establish history refinement rules and commit quality standards
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +121 -0
    Risk
    90%Elevated
  • 6cd73f70feat(rules): formalize action creation sop & platinum linting
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +177 -2
    Risk
    90%Elevated
  • bf427dfcchore(git): replace minimal gitignore with comprehensive ide boilerplate
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +117 -4
    Risk
    89%Elevated
  • ad831373docs(metadata): add GitHub repository metadata management rules
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +104 -0
    Risk
    89%Elevated
  • fa06b0e6docs(actions): consolidate rules and add java migration details
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +110 -8
    Risk
    89%Elevated
  • cecfbf21feat: Add .gitignore file for Visual Studio Code and platform-specific rules
    Author
    Banee Ishaque K
    When
    4mo ago
    Lines
    +102 -0
    Risk
    89%Elevated
  • 3a9404a0feat(docs): add rules for code documentation
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +106 -0
    Risk
    88%Elevated
  • fe8813d7docs(session): add AI agent session documentation rules
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +103 -0
    Risk
    88%Elevated
  • 414d2573docs: sync rule indices (AI generation failed)
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +112 -73
    Risk
    87%Elevated
  • e8ca3bcaconfig(sync): harden typescript to nuclear standards
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +90 -15
    Risk
    87%Elevated
  • 394745c8docs: sync rule indices (AI generation failed)
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +98 -98
    Risk
    87%Elevated
  • fbcb60fddocs: implement gitignore protocols and submodule synchronization standards
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +99 -2
    Risk
    87%Elevated
  • a59de22afeat(rules): establish linkedin post creation rules and update standard protocol
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +113 -2
    Risk
    87%Elevated
  • 4ac7af3adocs: finalize practical guide for Git and submodule workflows
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +91 -0
    Risk
    87%Elevated
  • 3f78ad11Adds React Query best practices documentation
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +98 -0
    Risk
    87%Elevated
Showing 50 of 363 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.

029typical ↑elevated ↑0.05.010.0Change-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) →0.05.7Diffusion →
Below typical53
Typical71
Elevated76

Commit history for baneeishaque/ai-agent-rules

baneeishaque/ai-agent-rules has 363 commits in its history from 6 contributors, the first of them Apr 19, 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.