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Host interactive expert panel discussions on any topic. Dynamically generates master-level expert personas, facilitates structured debate using Hegelian dialectic patterns, and synthesizes consensus. Use when exploring complex topics, making architectural decisions, evaluating trade-offs, or seeking diverse expert perspectives. Triggers on "panel discussion", "expert debate", "get multiple perspectives", "what would experts say about", "/panel".

7 stars
1.2k downloads
Updated 2/8/2026

Package Files

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SKILL.md

Panel Discussion Skill

Generate 3-7 diverse expert personas, facilitate structured debate, and synthesize actionable recommendations.

Arguments

Parse $ARGUMENTS:

  • size:N → panel size (3-7, default: auto)
  • depth:X → quick (1 round), standard (2-3), deep (4+)
  • style:X → collaborative, adversarial, academic
  • Remaining text → topic

Flow

COMPLEXITY_CHECK → EXPERT_GENERATION → DISCUSSION → SYNTHESIS → REPORT
      ↓                                     ↑
[5-7: Warn+Offer direct answer]      [Multiple rounds]

Complexity Check

ScoreAction
5-7Warn: "This may not benefit from panel discussion." Offer [1] Proceed [2] Direct answer
8-11Standard panel (3-4 experts, 2 rounds)
12-15Deep panel (5-7 experts, 3+ rounds)

Expert Generation

Required archetypes (every panel):

  1. Contrarian - challenges consensus, offers alternatives
  2. Synthesizer - connects perspectives, finds common ground
  3. Specialist - deep domain expertise, grounds discussion

Additional: Optimist, Skeptic, Pragmatist, Theorist

Panel size by breadth:

  • Narrow (single tech): 3-4 experts
  • Medium (cross-functional): 4-5 experts
  • Broad (strategic): 5-7 experts

Diversity score ≥60 required:

  • All 3 required archetypes: +20
  • No archetype >30%: +10
  • 4+ archetypes: +10
  • 2+ domains: +15
  • Optimist + Skeptic mix: +15
  • User/external perspective: +15

Discussion Phases

Phase 1: Opening (Thesis)

🎤 Expert (Role): "[Initial position, 3-5 sentences]"

Phase 2: Cross-Examination (Antithesis)

Experts challenge and build. Patterns: Question→Response, Claim→Counter-claim, Challenge→Defense.

Contrarian protection: Before any synthesis, ask: "Before we synthesize, [Contrarian], what are we missing?"

Phase 3: Synthesis

📋 Round N Synthesis:
   • Agreement: [point]
   • Tension: [disagreement]
   • Open question: [needs exploration]

Convergence: End early if all agree or cycling. Extend if major tension unexplored.

Output Formats

Panel Header

╭─ Panel Discussion: [Topic] ────────────────────────────────╮
│ Experts: [Name] ([Role]), [Name] ([Role]), [Name] ([Role]) │
╰────────────────────────────────────────────────────────────╯

User Menu

╭───────────────────────────────────────────────────────────╮
│ [1] Continue  [2] Follow-up  [3] Redirect  [4] Conclude   │
╰───────────────────────────────────────────────────────────╯

Final Report

╔═══════════════════════════════════════════════════════════╗
║                    PANEL CONCLUSIONS                       ║
╚═══════════════════════════════════════════════════════════╝

## Executive Summary
[1-2 sentences]

## Consensus Points
1. **[Point]**: [Details]

## Key Trade-offs
- Trade-off: [Description]
- Recommendation: [Action]
- Dissent: [If any]

## Actionable Recommendations
### Immediate (Week 1)
### Short-term (Month 1)

## Dissenting Views
### [Expert]: "[Direct quote]"

## Open Questions

Synthesis Rules

Labels: UNANIMOUS | STRONG | MAJORITY | CONTESTED | CONTEXT-DEPENDENT

Weight by confidence × domain relevance:

  • High + Core: 1.0
  • Medium + Adjacent: 0.49
  • Low + Outside: 0.16

Never say: "Both make valid points" or "It depends" without specifying factors.

User Commands

CommandEffect
ContinueNext round
Follow-upAsk panel a question
RedirectShift focus
ConcludeGenerate report

Install

Download ZIP
Requires askill CLI v1.0+

AI Quality Score

95/100Analyzed 2/12/2026

A highly sophisticated and well-structured skill that simulates an expert panel discussion. It features detailed logic for persona generation, debate flow, and consensus synthesis, supported by clear output templates and interaction rules.

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Metadata

Licenseunknown
Version-
Updated2/8/2026
PublisherNeverSight

Tags

ci-cd