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confidence-score

Score completed task confidence using evidence and a tracking ledger.

1|Updated Mar 7, 2026
Search Tags:#quality assurance#evidence#task completion#ledger#confidence score
One-click install
npx skills add https://github.com/jimmymalhan/codereview-pilot --skill confidence-score
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: confidence-score
Source: https://github.com/jimmymalhan/codereview-pilot/tree/main/.claude/skills/confidence-score
Command: npx skills add https://github.com/jimmymalhan/codereview-pilot --skill confidence-score

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill provides a standardized, evidence-based method for assessing and tracking the confidence level of completed tasks, ensuring quality and accountability.

Core Features & Use Cases

  • Standardized Scoring: Assigns confidence scores (0-100) based on defined rules and evidence.
  • Evidence Tracking: Mandates the collection of specific evidence (test results, CI status, verification steps) for scoring.
  • Use Case: Before deploying a new feature, use this Skill to ensure it meets the minimum confidence threshold by verifying test results, CI passes, and documenting any unknowns.

Quick Start

Use the confidence-score skill to update the confidence ledger for the recent code merge.

Frequently Asked Questions about confidence-score

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

FAQPage Schema
How do I track task completion quality with an evidence ledger?▼

Task completion quality is tracked using a structured ledger that mandates the collection of specific evidence, such as test results and CI status, before assigning a standardized confidence score from 0 to 100.

What is evidence-backed confidence scoring in software development?▼

Evidence-backed confidence scoring is a standardized method for assessing task completion quality by requiring specific verification steps and test results to ensure accountability before deploying a new feature.

How do I verify code merge quality before deployment using a confidence score?▼

You verify code merge quality by updating the confidence ledger with required evidence like CI passes and test results, ensuring the task meets the minimum confidence threshold before deployment.

Can I use confidence scoring for project management and quality assurance?▼

Yes, the confidence scoring framework is applicable to project management and quality assurance processes, providing a standardized method to track task completion quality and accountability across development lifecycles.

What evidence is required to calculate a confidence score for a completed task?▼

Required evidence includes test results, CI status, and documented verification steps, which are recorded in a ledger to calculate the confidence score and track task completion quality.

When should I avoid using a standardized confidence scoring framework?▼

You should avoid using this confidence scoring framework if your task lacks defined verification steps or test results, as the scoring mechanism mandates specific evidence collection to ensure quality and accountability.

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