sat-analysis
CommunityRigorous analysis for complex problems.
Data & Analytics#analysis#incident analysis#cognitive bias#hypothesis generation#structured analytic techniques#ach matrix
Authordmaynor
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides a structured, cognitive-discipline approach to analyzing complex technical problems, ensuring thoroughness and reducing bias.
Core Features & Use Cases
- Structured Hypothesis Generation: Generates a minimum of five hypotheses, including null and uncomfortable ones, using multiple methods.
- Rigorous Evaluation: Employs the ACH (Analysis of Competing Hypotheses) matrix for evidence-based scoring and sensitivity analysis.
- Confidence Calibration: Provides clear confidence levels with numeric ranges and identifies assumptions and falsification criteria.
- Use Case: When investigating a security incident with ambiguous logs, use this Skill to systematically generate and evaluate potential causes, leading to a more reliable assessment than ad-hoc analysis.
Quick Start
Use the sat-analysis skill to analyze the provided log data and generate hypotheses about the root cause.
Dependency Matrix
Required Modules
pandasnumpyscipy
Components
scriptsreferencesassets
💻 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: sat-analysis Download link: https://github.com/dmaynor/dmaynor-skills-marketplace/archive/main.zip#sat-analysis Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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