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framework-health

Evaluate Mycelium framework process metrics including cycle velocity, discard trends, confidence calibration, gate effectiveness, and regression rate.

42|3|Updated Apr 7, 2026
Search Tags:#framework analysis#confidence calibration#process evaluation#cycle velocity#discard rate#gate effectiveness#regression rate
One-click install
npx skills add https://github.com/haabe/mycelium --skill framework-health
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: framework-health
Source: https://github.com/haabe/mycelium/tree/main/plugins/mycelium/skills/framework-health
Command: npx skills add https://github.com/haabe/mycelium --skill framework-health

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires mycelium, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill evaluates the effectiveness of the Mycelium framework's process by measuring various dimensions such as cycle velocity, discard rates, confidence calibration, gate effectiveness, and regression rate, providing insights for process improvements.

Core Features & Use Cases

  • Process Evaluation: Assess the framework's own process effectiveness.
  • Cycle Velocity: Measure average days from creation to completion for cycles.
  • Discard Rate: Analyze the rate and phase of discards in the lifecycle.
  • Confidence Calibration: Evaluate the success rate per confidence band.
  • Gate Effectiveness: Count the effectiveness of theory gates.
  • Regression Rate: Measure diamonds that regressed at least once.
  • Use Case: Use this Skill to run quarterly or after 20 completed cycles to ensure the framework is meeting its goals.

Quick Start

Run the framework-health skill with the command: /mycelium:framework-health

Frequently Asked Questions about framework-health

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I evaluate Mycelium framework process effectiveness and cycle velocity?▼

Framework process effectiveness is evaluated by measuring cycle velocity, discard trends, confidence calibration, gate effectiveness, and regression rate to provide actionable insights for process improvement.

When should I run a framework health assessment on completed cycles?▼

Framework health assessments should be run quarterly or after completing 20 cycles to ensure the process is meeting its goals and to identify areas for continuous improvement.

How does confidence calibration analyze success rates per confidence band?▼

Confidence calibration evaluates the actual success rate of completed items mapped against their initial confidence bands, revealing whether estimations are accurate across the lifecycle.

What does discard rate analysis measure in a framework lifecycle?▼

Discard rate analysis measures the frequency and specific lifecycle phase of discarded items, helping identify bottlenecks where theories or processes fail before completion.

Can I measure gate effectiveness and regression rate within the Mycelium framework?▼

Gate effectiveness counts the validation success of theory gates, while regression rate measures the percentage of diamonds that regressed at least once during the cycle.

Do I need the Mycelium framework installed to analyze cycle velocity and discard trends?▼

Yes, this process evaluation tool is designed specifically for use within the Mycelium framework and requires it as a dependency to measure lifecycle metrics accurately.

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