review-hypotheses
CommunityRefine hypotheses, learn from outcomes.
Data & Analytics#learning#reporting#continuous improvement#hypothesis testing#accuracy#outcome analysis
Authorzkysar1
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill systematically reviews and resolves hypotheses, learns from their outcomes, calculates accuracy, and generates comprehensive reports to improve the agent's predictive capabilities.
Core Features & Use Cases
- Hypothesis Resolution: Detects outcomes of active hypotheses, records results, and updates the memory tree.
- Learning from Outcomes: Processes resolved hypotheses to extract patterns, track violations, and calibrate confidence.
- Accuracy Reporting: Generates detailed statistics on hypothesis performance across various dimensions.
- Use Case: After the agent makes predictions about market trends, this skill will verify those predictions, learn whether they were correct or incorrect, and update the agent's internal models to make better future predictions.
Quick Start
Run the review hypotheses skill to resolve and learn from all completed hypotheses.
Dependency Matrix
Required Modules
pipeline-read.shpipeline-move.shtree-update.shtree-read.shreflect.sh
Components
scriptsreferences
💻 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: review-hypotheses Download link: https://github.com/zkysar1/Claude-Skills-Continual-Learning-Base/archive/main.zip#review-hypotheses Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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