the-jury

Convenes a panel of 3 to 5 subagent jurors that deliberate and return one committed verdict.

Updated Sep 15, 2026
One-click install
npx skills add https://github.com/Peterson-Benhame/agent-skills --skill the-jury-peterson-benhame
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: the-jury
Source: https://github.com/Peterson-Benhame/agent-skills/tree/main/packages/skills-catalog/skills/%28decision-making%29/the-jury
Command: npx skills add https://github.com/Peterson-Benhame/agent-skills --skill the-jury-peterson-benhame

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve? Single-perspective AI answers often suffer from anchoring, sycophancy, and groupthink when a decision genuinely matters. This Skill runs a structured multi-agent jury protocol that produces one committed, confidence-calibrated verdict with preserved dissent instead of a vague "it depends" answer. ## Core Features & Use Cases - Blind independent voting: Jurors form positions in parallel without seeing each other, preventing anchoring on the first opinion. - Anonymized deliberation with anti-bandwagon guards: Flips must cite a concrete new reason, and majority-chasing flips trigger a fallback to the independent Round 1 aggregate. - Deterministic tally script: A Python script computes confidence-weighted scores, flip audits, evidence-grade caps, and homogeneity caps. - Use Case: Ask "convene a jury: migrate hot tables to the new engine or tune the current LSM store this quarter?" and receive a verdict with confidence level, ranked reasons, dissent, riskiest assumption, and a concrete next action. ## Quick Start Ask the agent to convene a jury to decide between your specific options, for example whether to build or buy a billing connector.

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?

Ask to convene a jury on your decision. The skill spawns 3 to 5 subagent jurors with distinct personas and critical lenses, collects blind independent votes, runs anonymized deliberation, and returns one committed verdict with a confidence level.

What decisions is a multi-agent jury good for?

It fits contested, high-stakes choices such as engineering tradeoffs, architecture migrations, build-vs-buy, vendor selection, hiring, and research design. It is not meant for simple factual lookups, pure critique without a decision, or writing the solution itself.

How does the jury avoid groupthink and sycophancy?

Round 1 votes are blind so no juror sees others first, deliberation is anonymized, and every flip 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 the jury run without subagent support in my AI tool?

Yes. Without parallel subagents, 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 requirement.

What happens when the jury vote is a tie?

The foreman never abstains or coin-flips. Ties are broken on the merits: the option with the higher evidence grade that best survived the devil's advocate's strongest challenge wins, and the closeness is recorded as dissent with 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 the agent to build a plan or write the solution. It also adds cost and latency, so trivial decisions do not justify a panel.