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applying-reasoning

by Git-Fg

1🍴 0📅 2026年1月18日
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SKILL.md


name: applying-reasoning description: "Applies structured mental models to solve complex problems. Use when solving architectural decisions, root cause analysis, or strategic planning." allowed-tools: [Read, Write, Edit, Glob, Grep, Bash]

Reasoning Engine Protocol

Library of Models

(See references/ for detailed definitions)

ModelUse Case
First PrinciplesBuilding from scratch; verifying assumptions.
InversionDebugging; identifying failure modes.
Pareto (80/20)Prioritization; finding high-leverage tasks.
Second OrderArchitectural changes; predicting side effects.
5 WhysRoot cause analysis.

Standard Combinations

  • The Hardening (First Principles + Inversion): Use for critical security or reliability code.
  • The Efficiency (Pareto + Via Negativa): Use for refactoring and cleanup.
  • The Diagnostic (5 Whys + Occam's Razor): Use for debugging.

Research Protocol (Core Mandate)

  1. Research: Use Grep and Bash to find architectural patterns, performance bottlenecks, or technical debt.
  2. Framework Application: Apply the thinking-frameworks methodology to the evidence found.
  3. Synthesis: Create an ANALYSIS.md report using the template below.

Constraints

  • Evidence-First: Never make a claim without a file reference or shell output to support it.
  • Truth-First: Contradict the user if the codebase evidence suggests their proposed path is flawed.

Artifact Schema: ANALYSIS.md

When a Deep Analysis is requested, produce this artifact:

# Strategic Analysis: {Topic}

## Executive Summary
{Concise findings}

## Framework Application
### {Framework Name}
**Insight:** {What did this model reveal?}

## Synthesis & Recommendations
1. {Actionable Item 1}
2. {Actionable Item 2}

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