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defining-instrumentation

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Prove success with falsifiable evidence.

Software Engineering#testing#validation#observability#evidence#instrumentation#success criteria
Authoraufrank
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps you define clear, measurable criteria to prove that a feature or milestone has been successfully met, ensuring objective validation.

Core Features & Use Cases

  • Instrumentation Strategy: Develop plans to generate falsifiable evidence for success.
  • Validation Criteria: Define specific signals, thresholds, and artifacts to prove functionality.
  • Use Case: When launching a new search algorithm, use this skill to define tests that prove relevance improvements and ensure no regressions are introduced.

Quick Start

Use the defining-instrumentation skill to create an instrumentation plan for verifying the successful deployment of a new API endpoint.

Dependency Matrix

Required Modules

None required

Components

referencestemplates

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: defining-instrumentation
Download link: https://github.com/aufrank/agent-skills/archive/main.zip#defining-instrumentation

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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