expert-panel-deliberation
Multi-expert evaluation pattern for structured analysis and decision-making. PROACTIVELY activate for: (1) Analyze with expert perspectives, (2) Get multiple viewpoints on a topic, (3) Evaluate options with diverse expertise, (4) Build consensus from different angles, (5) Structured deliberation on complex topics. experts say", "evaluate from different angles", "run expert deliberation", "multi-perspective analysis"
npx skills add majiayu000/claude-skill-registry --skill expert-panel-deliberation --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Expert Panel Deliberation Structured multi-expert evaluation, deliberation, and consensus building. ## Purpose Provide consistent, high-quality multi-perspective analysis by: - Instantiating domain-appropriate expert panels - Executing structured deliberation protocols - Resolving conflicts between viewpoints - Building weighted consensus - Documenting reasoning and dissent ## When to Use **Ideal for:** - Decisions requiring multiple perspectives - Evaluating options with tradeoffs - Complex topics with no single right answer - Building confidence through diverse viewpoints **Avoid when:** - Simple factual questions - Time-critical decisions needing speed - Single-domain technical questions ## Checkpoints This skill uses interactive checkpoints (see `references/checkpoints.yaml`) to resolve ambiguity: - **domain_context** — When domain not specified - **output_format_selection** — When output format not specified - **deliberation_depth_selection** — When depth could vary based on stakes - **panel_composition** — When archetype selection is ambiguous - **panel_size_adjustment** — When specified size conflicts with recommended - **conflict_resolution_approach** — When unresolved co
- Purpose
- When to Use
- Checkpoints
- Workflow
- Step 1: Define Panel Requirements
- Step 2: Assemble Expert Panel
- Step 3: Execute Individual Evaluation
- Step 4: Execute Deliberation
- Step 5: Generate Output
- Output Format
- Quality Gates
- Parameters
- Examples
What does the expert-panel-deliberation skill do?
Multi-expert evaluation pattern for structured analysis and decision-making. PROACTIVELY activate for: (1) Analyze with expert perspectives, (2) Get multiple viewpoints on a topic, (3) Evaluate options with diverse expertise, (4) Build consensus from different angles, (5) Structured deliberation on complex topics. experts say", "evaluate from different angles", "run expert deliberation", "multi-perspective analysis"
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill expert-panel-deliberation --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.