quantitative-management
Use when establishing measurement programs, analyzing metrics with statistical process control, setting baselines, or implementing CMMI Level 4 quantitative management - prevents vanity metrics and measurement theater
Profile →npx skills add majiayu000/claude-skill-registry --skill quantitative-management-tachyon-beep-skillpacks --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Quantitative Management ## Purpose & Context Implements CMMI **MA** (Measurement & Analysis), **QPM** (Quantitative Project Management), and **OPP** (Organizational Process Performance) through data-driven decision making, statistical process control, and predictive analytics. **Core Principle**: Measure what matters, use data to drive decisions, distinguish signal from noise. **Avoid**: Measurement theater (tracking without action), vanity metrics (looks good but no value), gaming metrics (optimizing numbers vs processes). --- ## When to Use This Skill **Triggers**: - "What should we measure?" - "How do I know if this variation is a problem?" - "How do I establish process baselines?" - "What's the difference between Level 2, 3, and 4 measurement?" - "How do I use DORA metrics?" - "How do I implement statistical process control?" - "How do I use metrics for project decisions?" **Use this when**: - Establishing a measurement program - Moving from Level 2 → 3 → 4 - Implementing DORA metrics - Analyzing process performance - Detecting process instability - Predicting project outcomes - Making data-driven decisions **Do NOT use for**: - Platform-specific metric collection → See `plat
- Purpose & Context
- When to Use This Skill
- Quick Reference: Finding What You Need
- Maturity Level Guidance
- Level 2 (Managed): Basic Tracking
- Level 3 (Defined): Organizational Baselines & Trends
- Level 4 (Quantitatively Managed): Statistical Process Control
- Measurement Anti-Patterns
- Integration with Other CMMI Process Areas
- Getting Started (Quick Start Scenarios)
- Scenario 1: First-Time Measurement Program (Level 2)
- Scenario 2: Implementing DORA Metrics (Level 2→3)
- Scenario 3: Statistical Process Control (Level 3→4)
- Scenario 4: Data-Driven Project Management (Level 4)
What does the quantitative-management skill do?
Use when establishing measurement programs, analyzing metrics with statistical process control, setting baselines, or implementing CMMI Level 4 quantitative management - prevents vanity metrics and measurement theater
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill quantitative-management-tachyon-beep-skillpacks --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.