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Automation

Decision pipeline: automated overnight experiments on ideas

Screenshot: Decision pipeline: automated overnight experiments on ideas

What it does

OpenClaw accepts daily ideas as tasks in a specialized log skill, then runs overnight experiments on each one: exploration work, research via scientist agents, and code prototypes. Each morning, the results are reviewed in context of the problem being solved, with alternatives and pros/cons documented. Decisions are recorded in structured templates with problem, alternatives, pros, cons, and solution. All artifacts live in a shared log directory with naming conventions that let the agent search and cross-link records over time.

Why it is worth it

Converts scattered brainstorming into vetted decisions with full documentation, so ideas aren't lost and decisions aren't made twice. Automating overnight experiments means each idea is explored before you review it, and searchable decision records become institutional knowledge that informs future strategy and avoids retreading old ground.

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