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adversarial-panel

Run a multi-model adversarial mutual review with facilitator synthesis — the "Fable 5-style" metacognition pattern, reproducible on Opus or any Claude model…

Skill by striderkein

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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/striderkein-adversarial-panel

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Run a multi-model adversarial mutual review with facilitator synthesis — the "Fable 5-style" metacognition pattern, reproducible on Opus or any Claude model: 2+ panelists (different model families where possible) independently answer, adversarially critique each other across rounds, and the main session acts as facilitator, synthesizing agreements, live disagreements, and calibrated confidence into one answer. Use this whenever the user asks to debate or adversarially review a claim, hypothesis, design, decision, or answer with multiple models or perspectives; says things like "discuss with Opus and Codex", "get a second opinion", "red-team this", "devil's advocate", 敵対的レビュー, 相互レビュー, 多モデル討論, 合議, 議論させて; or wants a high-stakes answer with explicit uncertainty instead of a single-pass response. Also use proactively when the user challenges your confidence ("are you sure?") on something consequential.

Use cases: design, agent-building

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
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Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/adversarial-panel

What's inside

Skill name
adversarial-panel
Description
Run a multi-model adversarial mutual review with facilitator synthesis — the "Fable 5-style" metacognition pattern, reproducible on Opus or any Claude model: 2+ panelists (different model families where possible) independently answer, adversarially critique each other across rounds, and the main session acts as facilitator, synthesizing agreements, live disagreements, and calibrated confidence into one answer. Use this whenever the user asks to debate or adversarially review a claim, hypothesis, design, decision, or answer with multiple models or perspectives; says things like "discuss with Opus and Codex", "get a second opinion", "red-team this", "devil's advocate", 敵対的レビュー, 相互レビュー, 多モデル討論, 合議, 議論させて; or wants a high-stakes answer with explicit uncertainty instead of a single-pass response. Also use proactively when the user challenges your confidence ("are you sure?") on something consequential.
License
unknown
Instructions
164 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub

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Last commit (this folder)
Sep 20, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

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License
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First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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adversarial-panel skill. Agent Mart. https://agentmart.dev/skills/striderkein-adversarial-panel (last updated 2026-10-24)