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v1.0.0
GitHub

About this Skill

Perfect for Code Analysis Agents needing weekly gate metrics evaluation and consistent definition-based assessments. spp-stats is a technical skill that assesses weekly gate metrics, including human and AI contributions, to provide actionable insights for AI agent optimization.

Features

Evaluates weekly gate metrics using consistent definitions
Provides metrics such as human_lines_added and ai_lines_added
Supports attribution priority via manual fix, commit trailer, and git notes
Offers guidance on improving the human/AI ratio
Includes specific strategies for improving the ratio in subsequent weeks

# Core Topics

xrm07 xrm07
[0]
[0]
Updated: 3/8/2026

Quality Score

Top 5%
20
Excellent
Based on code quality & docs
Installation
SYS Universal Install (Auto-Detect)
Cursor IDE Windsurf IDE VS Code IDE
> npx killer-skills add xrm07/codex-spp/spp-stats

Agent Capability Analysis

The spp-stats MCP Server by xrm07 is an open-source Categories.community integration for Claude and other AI agents, enabling seamless task automation and capability expansion. Optimized for how to use spp-stats, spp-stats setup guide, what is spp-stats.

Ideal Agent Persona

Perfect for Code Analysis Agents needing weekly gate metrics evaluation and consistent definition-based assessments.

Core Value

Empowers agents to track human and AI contributions through metrics like human_lines_added and ai_lines_added, utilizing attribution priority rules and git notes for accurate assessments.

Capabilities Granted for spp-stats MCP Server

Evaluating weekly gate metrics for AI agent development
Tracking human and AI contributions to codebases
Analyzing ratio of human to AI contributions for Drive Mode transition insights

! Prerequisites & Limits

  • Requires consistent definition-based assessments
  • Limited to weekly gate metrics evaluation
  • Dependent on accurate attribution priority and git notes
Project
SKILL.md
550 B
.cursorrules
1.2 KB
package.json
240 B
Ready
UTF-8

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spp-stats

週次ゲート指標を一貫した定義で評価するスキル。

Metric Definitions

  • human_lines_added
  • ai_lines_added
  • human_commit_count
  • ai_commit_count
  • ratio = human / (human + ai)

Attribution Priority

  1. manual fix (spp attrib fix)
  2. commit trailer (Co-Authored-By: Codex)
  3. codex bot author/email match
  4. git notes (spp:ai, spp:human)

Guidance

  • ratio 未達なら Drive Mode への遷移理由を説明する。
  • 次週に ratio を改善する具体策を 2〜3 個提示する。

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