balls
CommunityDecomposed reasoning with confidence
Software Engineering#decision making#AI assistant#decomposition#reasoning#confidence scoring#complex problems
Authorgbasin
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides a structured, multi-step reasoning process for complex questions, breaking them down into verifiable units and assigning confidence scores to each part.
Core Features & Use Cases
- Decomposition: Breaks down complex queries into smaller, manageable "balls" or sub-questions.
- Verification: Solves and verifies each sub-question independently.
- Confidence Scoring: Assigns a confidence score (0.0-1.0) to each sub-question's answer.
- Synthesis: Combines individual answers, highlighting the weakest link and overall confidence.
- Use Case: When deciding whether to rewrite a service in a new language, this Skill can break down the decision into factors like performance needs, team expertise, and codebase complexity, providing a reasoned answer with clear uncertainty.
Quick Start
Use the balls skill to determine if this service should be rewritten in Rust.
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: balls Download link: https://github.com/gbasin/balls-mode/archive/main.zip#balls Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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