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Decision Matrix Builder

Caution

Build weighted decision matrices, pros/cons frameworks, and second-order thinking tools to evaluate complex choices with multiple competing criteria.

By community 3,400 stars v1.1.0 Updated 2026-03-08
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About This Skill

Decision Matrix Builder generates structured decision analysis tools that surface trade-offs, reduce cognitive bias, and document decision reasoning for future review.

Weighted Scoring Matrix

Collects: options (alternatives being evaluated), criteria (what matters), weights (relative importance 1-10), and scores (how each option performs on each criterion 1-10). Computes weighted scores and ranks options. Sensitivity analysis shows how the ranking changes when weights shift ±20%.

Pre-Mortem Analysis

Ask: "Imagine it's 12 months later and this decision turned out to be a disaster. What went wrong?" Generates a structured list of failure scenarios for each option and asks for probability + impact estimates. Produces expected loss per failure mode.

Second-Order Thinking

For the top-ranked option, generates "And then what?" chains for the top 3 consequences. Surfaces non-obvious second and third-order effects that single-step reasoning misses.

Regret Minimization

Jeff Bezos's framework: "Will I regret not doing this when I'm 80?" Applied as a sanity check after the matrix score to catch cases where analytical rankings conflict with values.

Devil's Advocate

Generates the strongest possible case against the top-ranked option to ensure confirmation bias isn't driving the analysis.

Output

Markdown decision document with matrix tables, sensitivity analysis chart, pre-mortem summary, and recommended option with rationale — ready for team review or personal record.

Use Cases

  • Evaluating technology stack choices (build vs. buy vs. open-source) with weighted criteria
  • Making career decisions with multiple factors (salary, growth, culture, location)
  • Selecting vendors or tools with a structured scoring system that removes gut-feel bias
  • Running pre-mortem analysis on a decision to identify likely failure modes

Pros & Cons

Pros

  • +Sensitivity analysis reveals when the 'winning' option is barely ahead of alternatives
  • +Pre-mortem forces explicit failure scenario thinking before committing
  • +Second-order thinking chains surface consequences that intuition misses
  • +Decision documents serve as institutional memory for why decisions were made

Cons

  • -Scoring matrices can create false precision when criteria weights are themselves uncertain
  • -Time investment (30-60 min) may not be warranted for low-stakes reversible decisions

Related AI Tools

Related Skills

FAQ

What does Decision Matrix Builder do?
Build weighted decision matrices, pros/cons frameworks, and second-order thinking tools to evaluate complex choices with multiple competing criteria.
What platforms support Decision Matrix Builder?
Decision Matrix Builder is available on Claude Code, Cursor, OpenClaw.
What are the use cases for Decision Matrix Builder?
Evaluating technology stack choices (build vs. buy vs. open-source) with weighted criteria. Making career decisions with multiple factors (salary, growth, culture, location). Selecting vendors or tools with a structured scoring system that removes gut-feel bias.
What tools work with Decision Matrix Builder?
Decision Matrix Builder works well with Claude, Perplexity, Notion AI.

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Next Step

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