the-jury

Convenes a panel of subagent jurors that deliberate and return one committed verdict.

5.1k|468|Updated Jan 19, 2026
One-click install
npx skills add https://github.com/tech-leads-club/agent-skills --skill the-jury
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: the-jury
Source: https://github.com/tech-leads-club/agent-skills/tree/main/packages/skills-catalog/skills/%28decision-making%29/the-jury
Command: npx skills add https://github.com/tech-leads-club/agent-skills --skill the-jury

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

Single-perspective AI answers are prone to anchoring, sycophancy, and groupthink, so high-stakes decisions, tradeoffs, and contested claims often get shallow or overconfident treatment. This Skill runs a structured multi-agent jury protocol that produces one committed, calibrated verdict instead of an ambiguous "it depends".

Core Features & Use Cases

  • Blind independent voting: 3 to 5 juror subagents form opinions in parallel without seeing each other, protecting against anchoring.
  • Anonymized deliberation with anti-bandwagon guards: positions are stripped of identity, flips must cite new evidence, and suspected conformity triggers a fallback to the independent aggregate.
  • Deterministic tally: a Python script computes confidence-weighted scores, flip audits, evidence-grade caps, and homogeneity caps to recommend a winner and confidence level.
  • Use Case: Ask "convene a jury: migrate hot tables to the new engine or tune the current one this quarter?" and receive a verdict with confidence level, ranked reasons, preserved dissent, the riskiest assumption, a validation test, and one concrete next action.

Quick Start

Ask the agent to convene a jury to decide between your specific options, providing the decision context and constraints.

Frequently Asked Questions about the-jury

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

FAQPage Schema
How do I get multiple AI agents to debate and decide a question?

Invoke the jury workflow with a decision question and its options. It spawns 3 to 5 juror subagents that vote blindly, deliberate over anonymized positions, and return one committed verdict with a confidence level and next action.

What kinds of decisions can a multi-agent jury handle?

It is domain-agnostic: engineering and architecture tradeoffs, build-vs-buy, vendor choice, hiring, product strategy, data and research design. It is not for simple factual lookups, pure critique without deciding, or writing the solution itself.

How does the jury prevent groupthink and sycophancy?

Round 1 votes are blind so no juror sees others first, deliberation anonymizes all positions, and every change of mind must cite a specific new argument. If flips look like majority-chasing, the tally falls back to the independent Round 1 aggregate at low confidence.

Can I use the jury workflow without subagent support?

Yes. Without a parallel subagent runtime, the panel is simulated as sequential role-played passes in one context, but all Round 1 positions must be generated before any position is revealed to any juror, preserving the blindness gate.

What happens when the jury vote ends in a tie?

The foreman never abstains or coin-flips. Near-ties are decided on the merits: the option with the higher evidence grade that best survived the devil's advocate's strongest challenge wins, with the closeness recorded as dissent and lowered confidence.

When should I not use a multi-agent decision panel?

Skip it for simple factual lookups, tasks where you only want critique without a decision, or when you need a plan or implementation written. It adds deliberation overhead, so reserve it for contested or high-stakes questions.