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Developer Productivity & Code Quality Report - h4b-dev repos (Oct 2025 - Feb 2026)

Developer Productivity & Code Quality Report

h4b-dev/n1co-finance-backend & h4b-dev/n1co-app-gateway

Report Period: October 1, 2025 - February 7, 2026
Generated: 2026-02-07
Total PRs Analyzed: 163 (Backend: 100, Gateway: 63)


Executive Summary

Key Metrics

Metric Value
Total PRs Merged 155 (95.1%)
Total PRs Closed 6 (3.7%)
Total PRs Open 2 (1.2%)
Avg Cycle Time (Merge) 9.8 hours
Avg PR Size +738/-62 lines
Conventional Commit Adoption 40.5%
Test-Related PRs 10.4%

Monthly PR Velocity

xychart-beta
    title "Monthly PR Velocity"
    x-axis [Oct 2025, Nov 2025, Dec 2025, Jan 2026, Feb 2026]
    y-axis "PRs Created" 0 --> 60
    bar [28, 35, 22, 58, 20]
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Repository Distribution

pie showData
    title "PR Distribution by Repository"
    "Finance Backend" : 100
    "App Gateway" : 63
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Team Dashboard

PRs by Developer

xychart-beta
    title "PRs by Developer"
    x-axis [AlphoonseElric, nivrist, NicoleAgurcia, Others]
    y-axis "Pull Requests" 0 --> 100
    bar [89, 45, 22, 7]
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Code Churn by Developer

xychart-beta
    title "Code Churn (Lines Changed)"
    x-axis [AlphoonseElric, nivrist, NicoleAgurcia, Others]
    y-axis "Lines" 0 --> 80000
    bar [73486, 38185, 11163, 1813]
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Average Cycle Time

xychart-beta
    title "Average Cycle Time (Hours)"
    x-axis [AlphoonseElric, nivrist, NicoleAgurcia, Others]
    y-axis "Hours" 0 --> 140
    bar [7.9, 10.2, 15.0, 102.8]
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Individual Developer Scorecards

AlphoonseElric (Lead Contributor)

Performance Metrics:

xychart-beta
    title "AlphoonseElric - Metrics"
    x-axis [PRs, ConvCommits, TDD, DescQuality, MergeRate]
    y-axis "Score" 0 --> 100
    bar [100, 58, 19, 55, 93]
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Metric Value Score
Total PRs 89 ⭐⭐⭐⭐⭐
Merged 83 (93.3%) ⭐⭐⭐⭐⭐
Avg Cycle Time 7.9h ⭐⭐⭐⭐⭐
Lines Added 70,370 ⭐⭐⭐⭐⭐
Conventional Commits 58.4% ⭐⭐⭐
TDD Score 19.1% ⭐⭐
PR Description Quality 55.1% ⭐⭐⭐

Strengths:

  • Highest productivity (89 PRs, 55% of team)
  • Fastest cycle time among high-volume contributors
  • Strong conventional commit discipline

Areas for Improvement:

  • Test coverage could be higher (19.1%)

nivrist (Core Contributor)

Performance Metrics:

xychart-beta
    title "nivrist - Metrics"
    x-axis [PRs, ConvCommits, TDD, DescQuality, MergeRate]
    y-axis "Score" 0 --> 100
    bar [51, 4, 0, 14, 98]
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Metric Value Score
Total PRs 45 ⭐⭐⭐⭐
Merged 44 (97.8%) ⭐⭐⭐⭐⭐
Avg Cycle Time 10.2h ⭐⭐⭐⭐
Lines Added 37,221 ⭐⭐⭐⭐
Conventional Commits 4.4%
TDD Score 0.0%
PR Description Quality 14.3%

Strengths:

  • Excellent merge rate (97.8%)
  • Handles larger PRs on average (8.2 files)

Areas for Improvement:

  • Zero conventional commit usage - major opportunity
  • No test-related PRs
  • PR descriptions need improvement

NicoleAgurcia (Feature Contributor)

Performance Metrics:

xychart-beta
    title "NicoleAgurcia - Metrics"
    x-axis [PRs, ConvCommits, TDD, DescQuality, MergeRate]
    y-axis "Score" 0 --> 100
    bar [25, 46, 0, 31, 100]
Loading
Metric Value Score
Total PRs 22 ⭐⭐⭐
Merged 22 (100%) ⭐⭐⭐⭐⭐
Avg Cycle Time 15.0h ⭐⭐⭐
Lines Added 10,651 ⭐⭐⭐
Conventional Commits 45.5% ⭐⭐⭐
TDD Score 0.0%
PR Description Quality 30.7% ⭐⭐

Strengths:

  • Perfect merge rate (100%)
  • Good conventional commit adoption

Areas for Improvement:

  • No test-related PRs
  • PR description quality needs work

Code Quality Metrics

Conventional Commit Adoption

pie showData
    title "Conventional Commit Usage"
    "Standard (feat/fix/chore)" : 66
    "Non-standard" : 97
Loading

Test Coverage by Developer

xychart-beta
    title "Test-Related PRs"
    x-axis [AlphoonseElric, nivrist, NicoleAgurcia, Others]
    y-axis "Test PRs" 0 --> 20
    bar [17, 0, 0, 0]
Loading

PR Size Distribution

xychart-beta
    title "Average PR Size (Lines)"
    x-axis [AlphoonseElric, nivrist, NicoleAgurcia, Others]
    y-axis "Lines" 0 --> 1000
    bar [827, 849, 507, 293]
Loading

Recommendations

Team-Level Actions

  1. Standardize Conventional Commits - Only 40.5% adoption
  2. Improve TDD Practices - Only 10.4% of PRs include tests
  3. PR Description Templates - 60%+ PRs lack detail
  4. Code Review SLAs - Some PRs take 100+ hours

Individual Focus Areas

Developer Focus Area
AlphoonseElric Increase test coverage
nivrist Adopt conventional commits, improve descriptions
NicoleAgurcia Add tests, improve description quality

Appendix

Data Collection: GitHub API via gh pr list
Date Range: 2025-10-01 to 2026-02-07
Repositories: h4b-dev/n1co-finance-backend, h4b-dev/n1co-app-gateway

Report generated by Developer Productivity Auditor

📊 Individual Developer Drilldown Reports

Detailed individual analysis reports are now available:

Developer PRs Role Report Link
AlphoonseElric 114 Lead Contributor View Report
nivrist 49 Core Contributor View Report
NicoleAgurcia 29 Feature Contributor View Report
FranciscoPagoaga 3 Contributor View Report
luisguiroa21 3 Contributor View Report
robertraf 1 Occasional View Report
rodrigohernandezdev 1 New Contributor View Report

Quick Access Index


Individual reports include: PR velocity, code churn, commit quality, cycle time, PR size analysis, file patterns, test coverage, time patterns, collaboration network, and personalized recommendations.

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