multi-perspective-review

Runs a structured multi-advisor review of architecture, vendor, strategy, or design decisions.

15|2|Updated Dec 13, 2025
One-click install
npx skills add https://github.com/d-padmanabhan/agent-engineering-handbook --skill multi-perspective-review-d-padmanabhan
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: multi-perspective-review
Source: https://github.com/d-padmanabhan/agent-engineering-handbook/tree/main/skills/multi-perspective-review
Command: npx skills add https://github.com/d-padmanabhan/agent-engineering-handbook --skill multi-perspective-review-d-padmanabhan

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It solves the problem of confidently evaluating complex architecture, vendor, strategy, or design decisions when multiple stakeholders and risk trade-offs must be made explicit.

Core Features & Use Cases

  • Structured stakeholder panel: Produces a coherent multi-advisor vote with one-sentence pro, one-sentence con, and a sharp pre-approval question for each lens (data, architecture, business value, operations, risk/governance, executive).
  • Evidence-backed assertions: Forces every claim to include both a what-worked precedent and a horror-story precedent (or explicitly marks REVIEW when evidence is missing).
  • Weighted scoring with emphasis profiles: Computes a transparent weighted outcome that lets the user re-weight perspectives via named presets (and requires weights to sum to 100).
  • Contested-band sensitivity: Flags decisions near scoring boundaries as contested so re-weighting can be used to test stability.

Quick Start

Use multi-perspective-review to run a panel trade-off on the decision you are considering and choose an emphasis profile, then ask for the ranked outcome with contested items highlighted.

Frequently Asked Questions about multi-perspective-review

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

FAQPage Schema
How do I conduct a weighted stakeholder panel review for architecture decisions?

To conduct a weighted stakeholder panel review, define a bounded voting model with multiple advisor lenses, assign emphasis profiles that sum to 100, and require what-worked and horror-story evidence for every assertion to produce a transparent ranked outcome.

What is the best way to evaluate vendor proposals with multiple stakeholders?

Evaluating vendor proposals requires structured multi-advisor voting where each stakeholder lens provides a pro, a con, and a pre-approval question, backed by what-worked and horror-story precedents to ensure evidence-backed trade-off analysis.

How does contested-band detection work in decision analysis?

Contested-band detection in decision analysis flags scoring outcomes near weighted thresholds, allowing you to re-weight stakeholder perspectives via named presets to test the stability and sensitivity of the final recommendation.

Can I re-evaluate an existing recommendation using different weight profiles?

Yes, you can re-evaluate an existing recommendation by applying new emphasis profiles that sum to 100, recalculating the weighted scoring across stakeholder lenses to determine if the original decision remains stable or falls into the contested band.

When do I need a structured multi-perspective review for risk assessment?

You need a structured multi-perspective review for risk assessment when facing high-stakes decisions involving multiple stakeholders, ensuring every claim is backed by what-worked and horror-story evidence rather than unverified assertions.

Are there limitations to using bounded voting models for strategy decisions?

A key limitation of bounded voting models for strategy decisions is that missing evidence forces a REVIEW mark, and outcomes near scoring thresholds are flagged as contested, requiring re-weighting to confirm decision stability before approval.