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repowisebaneeishaque/mattpocock_skills

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

24of 72 scored

24 commits sit in this repo's top risk tercile, which is 33% of the 72scored. 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 6.3 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 commits11%Commits whose subject reads as a bug fix rather than new work.Written by an agent710%Read from commit trailers, so it counts what was declared.Change diffusion0.52bitsShannon 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 threshold6.3out 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 docs.

Feature32%
Refactor3%
Docs36%
Chore3%
Other26%
10%of indexed commits are agent-attributed(7 of 72)
claude (7)

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
651eab03Add agent brief and out-of-scope documentation for GitHub issue triage
Matt Pocock
4mo ago+444 -0
99%Elevated
more lines added than baseline
2
985d8fceInitial commit
Matt Pocock
6mo ago+553 -0
99%Elevated
more lines added than baseline
3
ff3ee1ddAdd prototype skill and related documentation for interactive design exploration
Matt Pocock
3mo ago+497 -1
97%Elevated
more lines added than baseline
4
ab45d5e6Added domain-model, updates to github-triage, and caveman
Test
4mo ago+260 -12
95%Elevated
more lines added than baseline
5
8e51ff76Updates
Matt Pocock
6mo ago+252 -20
94%Elevated
more lines added than baseline
6
7afa86d3Add setup-matt-pocock-skills; rename github-triage to triage; migrate engineering skills to vague prose
Matt Pocockclaudeassisted
3mo ago+292 -191
92%Elevated
more lines added than baseline
7
e7f0b58aAdded diagnose
Matt Pocock
3mo ago+156 -0
90%Elevated
more lines added than baseline
8
60aa99c0Enhance documentation in DEEPENING.md and INTERFACE-DESIGN.md for clarity and consistency; introduce LANGUAGE.md for shared vocabulary in architectural discussions.
Matt Pocock
4mo ago+116 -41
90%Elevated
more lines added than baseline
9
d1beb4feStandardize skill metadata: remove -user suffixes and add missing frontmatter
Matt Pocockclaudeassisted
5mo ago+287 -4
90%Elevated
more lines added than baseline
10
46d158fbchore: add project-standard gitignore
Banee Ishaque K
3mo ago+113 -0
85%Elevated
more lines added than baseline
11
6a87ed07Add issue breakdown with blocking relationships to QA skill
Matt Pocockclaudeassisted
5mo ago+130 -0
85%Elevated
more lines added than baseline
12
30e0fdc2Added setup-git-guardrails skill
Matt Pocock
6mo ago+120 -0
85%Elevated
more lines added than baseline
13
64b2f992Added migrate to shoehorn script
Matt Pocock
6mo ago+110 -0
83%Elevated
more lines added than baseline
14
4dd409d1Added prd-to-plan skill
Matt Pocock
5mo ago+107 -0
81%Elevated
more lines added than baseline
15
74dbf0d0Updates
Matt Pocock
6mo ago+94 -0
81%Elevated
more lines added than baseline
16
949472a7Added DDD-awareness to improve-codebase-architecture
Matt Pocock
4mo ago+107 -125
78%Elevated
more lines added than baseline
17
1325b146Add installation commands
Matt Pocock
5mo ago+90 -1
78%Elevated
more lines added than baseline
18
d3850f11Added ubiquitous language skill
Matt Pocock
5mo ago+84 -0
75%Elevated
more lines added than baseline
19
4458b65fUpdates
Matt Pocock
6mo ago+99 -0
75%Elevated
more lines added than baseline
20
179a14e7Swapped 'backlog' for 'issue tracker
Matt Pocock
3mo ago+67 -41
72%Elevated
more lines added than baseline
21
1eed8a68Enhance README with detailed explanations of common AI failure modes and solutions
Matt Pocock
3mo ago+50 -5
72%Elevated
more lines added than baseline
22
f76e3ba4Add DOMAIN-AWARENESS.md and update SKILL.md files to reference it for code exploration
Matt Pocock
3mo ago+63 -11
69%Elevated
more lines added than baseline
23
20861cb0Enhance README by adding links to skill documentation and clarifying the purpose of feedback loops in AI development
Matt Pocock
3mo ago+48 -5
69%Elevated
more lines added than baseline
24
71542f9dUpdate skill references in README files and add new skills to deprecated and personal sections
Matt Pocock
3mo ago+47 -16
67%Elevated
more lines added than baseline
25
70653e10Enhance user guidance in setup-matt-pocock-skills; add explanations for backlog backend, triage labels, and domain docs decisions
Matt Pocock
3mo ago+33 -9
66%Typical
more lines added than baseline
26
43692562Add GitLab as a first-class issue-tracker option
Matt Pocockclaudeassisted
3mo ago+28 -3
65%Typical
more lines added than baseline
27
b38b53c5Added a readme
Matt Pocock
5mo ago+28 -0
63%Typical
more lines added than baseline
28
b2039ab8Added horizontal slices issue to TDD skill
Matt Pocock
6mo ago+25 -0
62%Typical
more lines added than baseline
29
f71bb975Add out-of-scope note: issue trackers must be mainstream
Matt Pocockclaudeassisted
3mo ago+25 -0
59%Typical
more lines added than baseline
30
fb847c6aRefactor skill references and documentation for grill-with-docs skill
Matt Pocock
3mo ago+36 -20
59%Typical
more lines added than baseline
31
eebfb3c9Refactor glossary tables and enhance example dialogue in Ubiquitous Language skill
Matt Pocock
4mo ago+23 -15
59%Typical
more lines added than baseline
32
62f43a18Add new skills for TDD, issue management, PRD creation, and productivity tools
Matt Pocock
3mo ago+76 -44
56%Typical
more lines added than baseline
33
28175444Added MIT license
Matt Pocock
5mo ago+21 -0
55%Typical
more lines added than baseline
34
3dae2b19Add verify/check mode documentation and list-skills script
Matt Pocock
3mo ago+22 -0
52%Typical
more lines added than baseline
35
3e3ca9b9Add initial implementation of design-an-interface skill and linking script
Matt Pocock
3mo ago+29 -0
52%Typical
more lines added than baseline
36
aaf30508Updated write-a-prd to to-prd
Test
4mo ago+19 -30
52%Typical
more lines added than baseline
37
b56795beAdd out-of-scope note for grilling question limits
Matt Pocockclaudeassisted
3mo ago+18 -0
49%Typical
more lines added than baseline
38
c90b246cUpdates
Matt Pocock
6mo ago+14 -6
48%Typical
more lines added than baseline
39
073a37e7Enhance link-skills.sh to check for symlink conflicts and provide user guidance
Matt Pocock
3mo ago+15 -0
47%Typical
more lines added than baseline
40
b27a1a46Add handoff skill documentation for agent transition
Matt Pocock
3mo ago+13 -0
44%Typical
more lines added than baseline
41
3911642dAdd quickstart setup instructions to README
Matt Pocock
3mo ago+12 -0
44%Typical
more focused than baseline
42
1186cf6dUpdate terminology in SKILL.md: replace 'grilling session' with '/domain-model session' for consistency
Test
4mo ago+10 -10
42%Typical
more focused than baseline
43
d7c8dcfdEnhance README with skills newsletter images
Matt Pocock
3mo ago+10 -0
41%Typical
more focused than baseline
44
c21cf6ecFix grammatical errors and enhance clarity in README section on agent skills
Matt Pocock
3mo ago+9 -1
39%Typical
fewer lines added than baseline
45
1f25956aAdd AI disclaimer requirement for GitHub issue comments
Test
4mo ago+8 -4
39%Typical
fewer lines added than baseline
46
78649baaUpdates
Matt Pocock
5mo ago+10 -20
37%Typical
more subsystems than baseline
47
b843cb5eAdd structured sections for 'what-to-do' and 'supporting-info' in SKILL.md
Matt Pocock
3mo ago+8 -0
35%Typical
fewer lines added than baseline
48
5fed805aEnhance quickstart instructions in README; clarify setup steps for `/setup-matt-pocock-skills` and triage labels
Matt Pocock
3mo ago+7 -2
34%Typical
fewer lines added than baseline
49
90ea8eecRevise README.md to clarify the purpose of agent skills and promote newsletter subscription
Matt Pocock
3mo ago+6 -2
33%Below typical
fewer lines added than baseline
50
8868f542Rename skills for clarity: update 'write-a-prd' to 'to-prd' and 'prd-to-issues' to 'to-issues' in README.md
Test
4mo ago+4 -4
31%Below typical
fewer lines added than baseline
  • 651eab03Add agent brief and out-of-scope documentation for GitHub issue triage
    Author
    Matt Pocock
    When
    4mo ago
    Lines
    +444 -0
    Risk
    99%Elevated
  • 985d8fceInitial commit
    Author
    Matt Pocock
    When
    6mo ago
    Lines
    +553 -0
    Risk
    99%Elevated
  • ff3ee1ddAdd prototype skill and related documentation for interactive design exploration
    Author
    Matt Pocock
    When
    3mo ago
    Lines
    +497 -1
    Risk
    97%Elevated
  • ab45d5e6Added domain-model, updates to github-triage, and caveman
    Author
    Test
    When
    4mo ago
    Lines
    +260 -12
    Risk
    95%Elevated
  • 8e51ff76Updates
    Author
    Matt Pocock
    When
    6mo ago
    Lines
    +252 -20
    Risk
    94%Elevated
  • 7afa86d3Add setup-matt-pocock-skills; rename github-triage to triage; migrate engineering skills to vague prose
    Author
    Matt Pocock
    When
    3mo ago
    Lines
    +292 -191
    Risk
    92%Elevated
  • e7f0b58aAdded diagnose
    Author
    Matt Pocock
    When
    3mo ago
    Lines
    +156 -0
    Risk
    90%Elevated
  • 60aa99c0Enhance documentation in DEEPENING.md and INTERFACE-DESIGN.md for clarity and consistency; introduce LANGUAGE.md for shared vocabulary in architectural discussions.
    Author
    Matt Pocock
    When
    4mo ago
    Lines
    +116 -41
    Risk
    90%Elevated
  • d1beb4feStandardize skill metadata: remove -user suffixes and add missing frontmatter
    Author
    Matt Pocock
    When
    5mo ago
    Lines
    +287 -4
    Risk
    90%Elevated
  • 46d158fbchore: add project-standard gitignore
    Author
    Banee Ishaque K
    When
    3mo ago
    Lines
    +113 -0
    Risk
    85%Elevated
  • 6a87ed07Add issue breakdown with blocking relationships to QA skill
    Author
    Matt Pocock
    When
    5mo ago
    Lines
    +130 -0
    Risk
    85%Elevated
  • 30e0fdc2Added setup-git-guardrails skill
    Author
    Matt Pocock
    When
    6mo ago
    Lines
    +120 -0
    Risk
    85%Elevated
  • 64b2f992Added migrate to shoehorn script
    Author
    Matt Pocock
    When
    6mo ago
    Lines
    +110 -0
    Risk
    83%Elevated
  • 4dd409d1Added prd-to-plan skill
    Author
    Matt Pocock
    When
    5mo ago
    Lines
    +107 -0
    Risk
    81%Elevated
  • 74dbf0d0Updates
    Author
    Matt Pocock
    When
    6mo ago
    Lines
    +94 -0
    Risk
    81%Elevated
  • 949472a7Added DDD-awareness to improve-codebase-architecture
    Author
    Matt Pocock
    When
    4mo ago
    Lines
    +107 -125
    Risk
    78%Elevated
  • 1325b146Add installation commands
    Author
    Matt Pocock
    When
    5mo ago
    Lines
    +90 -1
    Risk
    78%Elevated
  • d3850f11Added ubiquitous language skill
    Author
    Matt Pocock
    When
    5mo ago
    Lines
    +84 -0
    Risk
    75%Elevated
  • 4458b65fUpdates
    Author
    Matt Pocock
    When
    6mo ago
    Lines
    +99 -0
    Risk
    75%Elevated
  • 179a14e7Swapped 'backlog' for 'issue tracker
    Author
    Matt Pocock
    When
    3mo ago
    Lines
    +67 -41
    Risk
    72%Elevated
  • 1eed8a68Enhance README with detailed explanations of common AI failure modes and solutions
    Author
    Matt Pocock
    When
    3mo ago
    Lines
    +50 -5
    Risk
    72%Elevated
  • f76e3ba4Add DOMAIN-AWARENESS.md and update SKILL.md files to reference it for code exploration
    Author
    Matt Pocock
    When
    3mo ago
    Lines
    +63 -11
    Risk
    69%Elevated
  • 20861cb0Enhance README by adding links to skill documentation and clarifying the purpose of feedback loops in AI development
    Author
    Matt Pocock
    When
    3mo ago
    Lines
    +48 -5
    Risk
    69%Elevated
  • 71542f9dUpdate skill references in README files and add new skills to deprecated and personal sections
    Author
    Matt Pocock
    When
    3mo ago
    Lines
    +47 -16
    Risk
    67%Elevated
  • 70653e10Enhance user guidance in setup-matt-pocock-skills; add explanations for backlog backend, triage labels, and domain docs decisions
    Author
    Matt Pocock
    When
    3mo ago
    Lines
    +33 -9
    Risk
    66%Typical
  • 43692562Add GitLab as a first-class issue-tracker option
    Author
    Matt Pocock
    When
    3mo ago
    Lines
    +28 -3
    Risk
    65%Typical
  • b38b53c5Added a readme
    Author
    Matt Pocock
    When
    5mo ago
    Lines
    +28 -0
    Risk
    63%Typical
  • b2039ab8Added horizontal slices issue to TDD skill
    Author
    Matt Pocock
    When
    6mo ago
    Lines
    +25 -0
    Risk
    62%Typical
  • f71bb975Add out-of-scope note: issue trackers must be mainstream
    Author
    Matt Pocock
    When
    3mo ago
    Lines
    +25 -0
    Risk
    59%Typical
  • fb847c6aRefactor skill references and documentation for grill-with-docs skill
    Author
    Matt Pocock
    When
    3mo ago
    Lines
    +36 -20
    Risk
    59%Typical
  • eebfb3c9Refactor glossary tables and enhance example dialogue in Ubiquitous Language skill
    Author
    Matt Pocock
    When
    4mo ago
    Lines
    +23 -15
    Risk
    59%Typical
  • 62f43a18Add new skills for TDD, issue management, PRD creation, and productivity tools
    Author
    Matt Pocock
    When
    3mo ago
    Lines
    +76 -44
    Risk
    56%Typical
  • 28175444Added MIT license
    Author
    Matt Pocock
    When
    5mo ago
    Lines
    +21 -0
    Risk
    55%Typical
  • 3dae2b19Add verify/check mode documentation and list-skills script
    Author
    Matt Pocock
    When
    3mo ago
    Lines
    +22 -0
    Risk
    52%Typical
  • 3e3ca9b9Add initial implementation of design-an-interface skill and linking script
    Author
    Matt Pocock
    When
    3mo ago
    Lines
    +29 -0
    Risk
    52%Typical
  • aaf30508Updated write-a-prd to to-prd
    Author
    Test
    When
    4mo ago
    Lines
    +19 -30
    Risk
    52%Typical
  • b56795beAdd out-of-scope note for grilling question limits
    Author
    Matt Pocock
    When
    3mo ago
    Lines
    +18 -0
    Risk
    49%Typical
  • c90b246cUpdates
    Author
    Matt Pocock
    When
    6mo ago
    Lines
    +14 -6
    Risk
    48%Typical
  • 073a37e7Enhance link-skills.sh to check for symlink conflicts and provide user guidance
    Author
    Matt Pocock
    When
    3mo ago
    Lines
    +15 -0
    Risk
    47%Typical
  • b27a1a46Add handoff skill documentation for agent transition
    Author
    Matt Pocock
    When
    3mo ago
    Lines
    +13 -0
    Risk
    44%Typical
  • 3911642dAdd quickstart setup instructions to README
    Author
    Matt Pocock
    When
    3mo ago
    Lines
    +12 -0
    Risk
    44%Typical
  • 1186cf6dUpdate terminology in SKILL.md: replace 'grilling session' with '/domain-model session' for consistency
    Author
    Test
    When
    4mo ago
    Lines
    +10 -10
    Risk
    42%Typical
  • d7c8dcfdEnhance README with skills newsletter images
    Author
    Matt Pocock
    When
    3mo ago
    Lines
    +10 -0
    Risk
    41%Typical
  • c21cf6ecFix grammatical errors and enhance clarity in README section on agent skills
    Author
    Matt Pocock
    When
    3mo ago
    Lines
    +9 -1
    Risk
    39%Typical
  • 1f25956aAdd AI disclaimer requirement for GitHub issue comments
    Author
    Test
    When
    4mo ago
    Lines
    +8 -4
    Risk
    39%Typical
  • 78649baaUpdates
    Author
    Matt Pocock
    When
    5mo ago
    Lines
    +10 -20
    Risk
    37%Typical
  • b843cb5eAdd structured sections for 'what-to-do' and 'supporting-info' in SKILL.md
    Author
    Matt Pocock
    When
    3mo ago
    Lines
    +8 -0
    Risk
    35%Typical
  • 5fed805aEnhance quickstart instructions in README; clarify setup steps for `/setup-matt-pocock-skills` and triage labels
    Author
    Matt Pocock
    When
    3mo ago
    Lines
    +7 -2
    Risk
    34%Typical
  • 90ea8eecRevise README.md to clarify the purpose of agent skills and promote newsletter subscription
    Author
    Matt Pocock
    When
    3mo ago
    Lines
    +6 -2
    Risk
    33%Below typical
  • 8868f542Rename skills for clarity: update 'write-a-prd' to 'to-prd' and 'prd-to-issues' to 'to-issues' in README.md
    Author
    Test
    When
    4mo ago
    Lines
    +4 -4
    Risk
    31%Below typical
Showing 50 of 72 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.

09typical ↑elevated ↑0.04.89.5Change-risk score →
Below typical
Typical
Elevated

Size against diffusion

The 72 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.

110100Lines changed (log) →0.03.1Diffusion →
Below typical24
Typical24
Elevated24

Commit history for baneeishaque/mattpocock_skills

baneeishaque/mattpocock_skills has 74 commits in its history from 3 contributors, the first of them Feb 3, 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.