confidence-decay
CommunityEnsure evidence relevance with decay.
Authorjimmymalhan
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the problem of stale or outdated evidence losing its reliability over time, ensuring that decisions are based on current and trustworthy information.
Core Features & Use Cases
- Evidence Aging: Automatically assigns a decaying weight to evidence based on its age.
- Automated Re-runs: Triggers re-runs of tests or checks when evidence exceeds predefined age thresholds.
- Confidence Scoring: Adjusts confidence scores to reflect the diminishing reliability of older data.
- Use Case: Before merging code, the Skill checks if the last test run was more than 24 hours ago. If so, it recommends or triggers a re-run to ensure the code is still stable.
Quick Start
Use the confidence decay skill to determine the action needed for evidence that is 30 hours old.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 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: confidence-decay Download link: https://github.com/jimmymalhan/codereview-pilot/archive/main.zip#confidence-decay Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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