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red-team

Adversarial analysis using parallel agents to find fatal flaws in arguments. Produces steelman plus counter-argument. USE WHEN red team, attack idea, counterarguments, critique, stress test, poke holes, devil's advocate, find weaknesses, break this, parallel analysis, adversarial validation.

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ajbmachon/ajbm-skills
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April 16, 2026 at 16:14
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red-team
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Adversarial analysis using parallel agents to find fatal flaws in arguments. Produces steelman plus counter-argument. USE WHEN red team, attack idea, counterarguments, critique, stress test, poke holes, devil's advocate, find weaknesses, break this, parallel analysis, adversarial validation.
# Red Team Adversarial analysis using parallel agent deployment. Breaks arguments into atomic components, attacks from multiple expert perspectives (engineers, architects, pentesters, interns), synthesizes findings, and produces a strong counter-argument alongside a steelman representation. ## Workflow Routing | Trigger | Workflow | |---------|----------| | Red team analysis (stress-test existing content) | `workflows/ParallelAnalysis.md` | | Adversarial validation (produce new content via competition) | `workflows/AdversarialValidation.md` | ## Quick Reference | Workflow | Purpose | Output | |----------|---------|--------| | **ParallelAnalysis** | Stress-test existing content | Steelman + Counter-argument (8 points each) | | **AdversarialValidation** | Produce new content via competition | Synthesized solution from competing proposals | **The Five-Phase Protocol (ParallelAnalysis):** 1. **Decomposition** — Break into 24 atomic claims 2. **Parallel Analysis** — Up to 32 agents examine strengths AND weaknesses 3. **Synthesis** — Identify convergent insights 4. **Steelman** — Strongest version of the argument 5. **Counter-Argument** — Strongest rebuttal ## Context Files - `Philosophy.md` — Core philosophy, success criteria, agent types - `Integration.md` — Skill integration, first principles usage, output format ## Examples **Attack an architecture proposal:** ``` User: "red team this microservices migration plan" → workflows/ParallelAnalysis.md → Returns steelman + counter-argument (8 points each) ``` **Devil's advocate on a business decision:** ``` User: "poke holes in my plan to raise prices 20%" → workflows/ParallelAnalysis.md → Surfaces the core issue that could collapse the plan ``` **Adversarial validation for content:** ``` User: "battle of bots — which approach is better for this feature?" → workflows/AdversarialValidation.md → Synthesizes best solution from competing ideas ```
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