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repowisebaokhang83/fluencydrift-mcp

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

3of 11 scored

3 commits sit in this repo's top risk tercile, which is 27% of the 11scored. 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 9.4 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.

Fix commits00%Commits whose subject reads as a bug fix rather than new work.Written by an agent982%Read from commit trailers, so it counts what was declared.Change diffusion1.79bitsShannon 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 threshold9.4out 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.

How this repo's commit mix shifts over time.

Feature9%
Fix9%
Test9%
Other73%
82%of indexed commits are agent-attributed(9 of 11)
claude (9)

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
28d681f5Scaffold fluencydrift-mcp: TS/MCP skeleton + fluencyloop init
baokhang83claudeassisted
2d ago+3.2K -1
95%Elevated
more lines added than baseline
2
262d6978Store reader: parse global and per-feature fluencyloop store JSONL
baokhang83claudeassisted
2d ago+2.4K -0
86%Elevated
more lines added than baseline
3
33ff9c89Reality scanner + Drift engine: compare recorded architecture against reality
baokhang83claudeassisted
2d ago+689 -3
77%Elevated
more lines added than baseline
4
1c81ecf7Real MCP tools: wire list_architectural_records, check_drift, explain_record (T6)
baokhang83claudeassisted
2d ago+300 -36
59%Typical
more lines added than baseline
5
9aa8ae22Record resolver: latest-wins identity resolution + typed query API
baokhang83claudeassisted
2d ago+300 -3
59%Typical
more lines added than baseline
6
56508bfbPlan: FluencyDrift MCP server (skeleton + drift detection)
baokhang83
2d ago+218 -8
59%Typical
more lines added than baseline
7
cd644c4fMCP server skeleton: stdio transport + tool registration (T5)
baokhang83claudeassisted
2d ago+196 -103
41%Typical
more lines added than baseline
8
36cd8496Package & dogfood smoke test: build, register with claude mcp add (T7)
baokhang83claudeassisted
2d ago+145 -14
32%Below typical
more lines added than baseline
9
80f709bdRegenerate product-overview diagram for shipped architecture
baokhang83claudeassisted
2d ago+17 -11
23%Below typical
more lines added than baseline
10
fafb7983Initial commit
BaoKhang
2d ago+1 -0
14%Below typical
fewer lines added than baseline
11
46aba13aFix: move product.md under docs/fluencyloop/distillations/
baokhang83claudeassisted
2d ago+0 -0
5%Below typical
fewer lines added than baseline
  • 28d681f5Scaffold fluencydrift-mcp: TS/MCP skeleton + fluencyloop init
    Author
    baokhang83
    When
    2d ago
    Lines
    +3.2K -1
    Risk
    95%Elevated
  • 262d6978Store reader: parse global and per-feature fluencyloop store JSONL
    Author
    baokhang83
    When
    2d ago
    Lines
    +2.4K -0
    Risk
    86%Elevated
  • 33ff9c89Reality scanner + Drift engine: compare recorded architecture against reality
    Author
    baokhang83
    When
    2d ago
    Lines
    +689 -3
    Risk
    77%Elevated
  • 1c81ecf7Real MCP tools: wire list_architectural_records, check_drift, explain_record (T6)
    Author
    baokhang83
    When
    2d ago
    Lines
    +300 -36
    Risk
    59%Typical
  • 9aa8ae22Record resolver: latest-wins identity resolution + typed query API
    Author
    baokhang83
    When
    2d ago
    Lines
    +300 -3
    Risk
    59%Typical
  • 56508bfbPlan: FluencyDrift MCP server (skeleton + drift detection)
    Author
    baokhang83
    When
    2d ago
    Lines
    +218 -8
    Risk
    59%Typical
  • cd644c4fMCP server skeleton: stdio transport + tool registration (T5)
    Author
    baokhang83
    When
    2d ago
    Lines
    +196 -103
    Risk
    41%Typical
  • 36cd8496Package & dogfood smoke test: build, register with claude mcp add (T7)
    Author
    baokhang83
    When
    2d ago
    Lines
    +145 -14
    Risk
    32%Below typical
  • 80f709bdRegenerate product-overview diagram for shipped architecture
    Author
    baokhang83
    When
    2d ago
    Lines
    +17 -11
    Risk
    23%Below typical
  • fafb7983Initial commit
    Author
    BaoKhang
    When
    2d ago
    Lines
    +1 -0
    Risk
    14%Below typical
  • 46aba13aFix: move product.md under docs/fluencyloop/distillations/
    Author
    baokhang83
    When
    2d ago
    Lines
    +0 -0
    Risk
    5%Below typical
Showing 11 of 11 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.

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

Size against diffusion

The 11 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.

1101001,000Lines changed (log) →0.04.1Diffusion →
Below typical4
Typical4
Elevated3

Commit history for baokhang83/fluencydrift-mcp

baokhang83/fluencydrift-mcp has 17 commits in its history from 2 contributors, the first of them Aug 13, 2026. In the last 90 days 32 files were touched, 36 times in total, most often index.ts. Every commit is scored for change risk from its size, spread and the history of the files it touches.