Rohit Ghumare

Agent Brain /brain-verify: after build or when evaluating an existing artifact.

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Agent Brain /brain-grill: the idea, brief, design, or plan has unresolved assumptions.

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Agent Brain /brain-eval: changing Agent Brain behavior or checking quality.

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Agent Brain /brain-design: a product brief needs ux or interaction design before planning.

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Agent Brain /brain-build: an implementation plan has a selected task and validation method.

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Use when a product or feature idea needs pressure-testing against problem, user, pain, success, and timing.

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Agent Brain /brain-brief: after intake, research, and grill have enough signal.

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Use when source-backed project knowledge needs to be created, refreshed, or corrected.

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Agent Brain /brain-wiki: ingesting sources or updating durable project knowledge.

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Use when an output artifact, template, schema, example, or handoff field must stay aligned across commands, skills, docs, and validators.

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Use when uncertainty remains and the minimum useful sequence of questions should be asked.

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Use when the user needs a standup-ready summary of recent project activity from local evidence.

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Use when behavior needs concrete proof before review, merge, or shipment.

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Use when a product idea needs pressure-testing against alternatives, category, urgency, and distribution.

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Use when repeated wins or failures should become durable memory, wiki, or skill updates.

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Use when raw intent must be captured and routed to the right next state.

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Use when sources need to be converted into a claim ledger with confidence levels.

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Use when an engineering plan needs pressure-testing for architecture, complexity, data, risk, and operability.

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Use when project vocabulary is fuzzy, overloaded, disputed, or needed before naming docs, schemas, commands, skills, code, plans, or memory.

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Use when deciding what project context should be remembered, retrieved, updated, or deliberately forgotten.

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Use when local validation and remote workflow status must be reconciled before trust, merge, or shipment.

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Use when a command, adapter, or runtime smoke depends on proving an agent runtime's capabilities before trusting command routing, writes, shell access, or validation claims.

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Use when verification depends on agent runtime phases, queued input, tool-call lifecycle, save points, retry, abort, compaction, or branch behavior.

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Use when checking Agent Brain inside a real agent runtime or adapter before trusting harness usability.

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