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paqad-ai

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Spec-driven development framework — AI agents that think before they type

github.com/Eliyce/paqad-ai

Eliyce/paqad-ai

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# S6 delegation verified: 2026-11-01 A dispatched agent skips this stage: `paqad-ai agent delegation plan <name>` records the skip. 1. Write 8 to 10 requests that should delegate to the agent and 8 to 10 near misses that should not. 2. Run `paqad-ai agent delegation plan <name> requests.json`. It splits them 60/40 into train and validation with seed 42. 3. Run each request three times per description and revise the description from train failures only. 4. Check 5 to 10 fresh requests on the host after the last iteration. 5. Run `paqad-ai agent delegation record <name> results.json`. The best validation score at or above `agent_delegation_threshold` wins and goes into the draft.