By ansatzX
Ansatz Brain skills for epistemic audits, calculation boundaries, and whole-object responsibility
Use when reading papers, evaluating AI4S systems, reviewing scientific claims, judging benchmark or dataset results, checking claims about understanding/discovery/reasoning/autonomy, or repairing inflated scientific claims.
Use when a task asks to run calculations, simulations, model training, searches, benchmarks, optimizations, workflows, agents, pipelines, or other tool-heavy execution before the scientific question and interpretation boundary are clear.
Use when starting any conversation - checks whether scientific/technical claims, calculations, benchmarks, papers, agents, workflows, automation, infrastructure, complex systems, or responsibility-chain skills apply before answering.
Use when evaluating complex systems, agent OS design, workflow engines, automation, HPC, infrastructure, distributed systems, protocols, organizations, division of labor, responsibility gaps, bypass paths, hidden state, or local compliance with unclear global ownership.
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npx claudepluginhub ansatzx/cyberbrain --plugin brainSkills for interacting with other Agent tools - Codex, Gemini CLI, OpenCode, Qwen, Cline, Aider, GitHub Copilot CLI, Kiro CLI, and Kimi CLI
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Ultra-compressed communication mode. Cuts ~75% of tokens while keeping full technical accuracy by speaking like a caveman.
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