reasoning-framework

Analyzes complex requests and assesses risks before taking action.

62|2|Updated Feb 21, 2017
One-click install
npx skills add https://github.com/ahonn/dotfiles --skill reasoning-framework
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: reasoning-framework
Source: https://github.com/ahonn/dotfiles/tree/main/.claude/skills/reasoning-framework
Command: npx skills add https://github.com/ahonn/dotfiles --skill reasoning-framework

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This framework provides structured internal reasoning, task analysis, risk assessment, and constraint management to guide complex requests before any action.

Core Features & Use Cases

  • Internal reasoning guardrails that prioritize safety and compliance
  • Systematic risk assessment, hypothesis generation, and planning for automated workflows
  • Reusable cognitive framework to improve reproducibility and traceability in complex tasks

Quick Start

Provide a complex task to the AI and prompt it to apply the reasoning framework to plan steps before acting.

Frequently Asked Questions about reasoning-framework

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

FAQPage Schema
How do I add internal reasoning and risk assessment to automated workflows?▼

Automated workflows use structured reasoning frameworks to perform internal risk assessment, hypothesis generation, and constraint management before executing complex tasks.

What is structured reasoning for complex task planning?▼

Structured reasoning for complex task planning is a cognitive framework that applies declarative problem framing and documented assumptions to generate hypotheses and guide safe decisions.

How do I ensure reproducibility and traceability in automated decision-making?▼

Ensure reproducibility and traceability in automated decision-making by using a reasoning framework that documents assumptions and handles constraints to guide planning and generate reproducible results.

Can I use a reasoning framework for risk assessment across different domains?▼

Yes, you can use a reasoning framework for risk assessment across different domains because it applies reusable cognitive guardrails to guide safe decision-making and planning in any automated workflow.

Does structured reasoning work without external dependencies?▼

Structured reasoning works without external dependencies, applying internal guardrails directly to analyze complex requests and generate documented assumptions for safe decision-making.

When should I not use a structured reasoning framework?▼

Avoid using a structured reasoning framework for simple, direct tasks that do not require declarative problem framing, hypothesis generation, or complex constraint handling.