[GEMINI-04] Agent dispatch framework — replace the ad-hoc dispatch scripts #402
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Part of Epic: #398
Timmy built dispatch scripts per-agent: Ezra has dispatch-direct.sh, the orchestrator hits the Gitea API. It's fragile and inconsistent.
Build a unified dispatch framework:
This replaces: orchestrator.py dispatch logic, ezra/dispatch-direct.sh, agent-loop.sh issue picker.
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