Name: reflect-hypothesis
Availability: InStock
Author: zkysar1

System Documentation

What problem does it solve?

This Skill provides a rigorous, multi-stage reflection process for evaluating hypotheses, ensuring that learning is accurate, transferable, and contributes to the agent's evolving knowledge base.

Core Features & Use Cases

Comprehensive Pipeline: Executes a detailed reflection process including ABC chain analysis, differentiated and contrastive extraction, memory encoding scoring, and source tracking.
Learning Enhancement: Identifies transferable reasoning patterns, preventive guardrails, and potential contradictions to improve future decision-making.
Use Case: After an agent makes a prediction that turns out to be incorrect, this Skill will analyze why it was wrong, extract the lesson learned, and update the agent's knowledge to prevent similar errors in the future.

Quick Start

Use the reflect-hypothesis skill to analyze the resolved hypothesis with ID 'hyp-12345'.

Dependency Matrix

Required Modules

pipeline-read.shexperience-read.shreasoning-bank-add.shguardrails-add.shpattern-signatures-read.shpattern-signatures-record-outcome.shpattern-signatures-add.shentity-index-read.shentity-index-add.shpipeline-update-field.shscripts/reasoning-bank-increment.shscripts/guardrails-increment.shscripts/experience-add.shscripts/experience-update-field.sh

Components

scriptsreferences

Please help me install this Skill: Name: reflect-hypothesis Download link: https://github.com/zkysar1/Claude-Skills-Continual-Learning-Base/archive/main.zip#reflect-hypothesis Please download this .zip file, extract it, and install it in the .claude/skills/ directory.

reflect-hypothesis