human-led-ai

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Calibrated honesty and anti-sycophancy for Claude and Codex agent workflows.

A five-member expert council that pressure-tests consequential decisions for Claude and Codex.

ai skills mcp decision-making multi-agent openai strategy agents decision-support codex ai-agents claude agent-skills agent-workflows claude-skills decision-quality judgment-infrastructure human-led-ai

Turn messy context into a brief you can think with for Claude and Codex.

Test an idea, claim, or decision before trusting it with Claude and Codex.

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