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P0: 三天小批量邮件分类测试 #30

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opened 2026-06-23 10:03:14 +00:00 by liang · 0 comments
liang commented 2026-06-23 10:03:14 +00:00
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What to build

Deliver a controlled test-mode Communication classification flow using the configured external LLM. It processes a bounded set of recent Bichon messages, archives their evidence, classifies them, and creates reviewable outcomes without executing business writes.

Acceptance criteria

  • Test mode defaults to the latest three days, limits processing to 20 messages, and stores temporary files under ~/sales-ai-storage; each setting is configurable.
  • Low-confidence results below 0.80, model failures, and unknown decisions create Review Items and never become Irrelevant Communications.
  • Test mode may create Intake Items or Proposed Change Sets, but it never executes a Proposed Change Set.
  • The API reports bounded-run classification outcomes and preserves a Classification Decision with model and prompt metadata.
  • Integration coverage verifies the fail-closed behavior without calling the external provider.

Blocked by

None - can start immediately

## What to build Deliver a controlled test-mode Communication classification flow using the configured external LLM. It processes a bounded set of recent Bichon messages, archives their evidence, classifies them, and creates reviewable outcomes without executing business writes. ## Acceptance criteria - [ ] Test mode defaults to the latest three days, limits processing to 20 messages, and stores temporary files under ~/sales-ai-storage; each setting is configurable. - [ ] Low-confidence results below 0.80, model failures, and unknown decisions create Review Items and never become Irrelevant Communications. - [ ] Test mode may create Intake Items or Proposed Change Sets, but it never executes a Proposed Change Set. - [ ] The API reports bounded-run classification outcomes and preserves a Classification Decision with model and prompt metadata. - [ ] Integration coverage verifies the fail-closed behavior without calling the external provider. ## Blocked by None - can start immediately
liang closed this issue 2026-06-24 13:11:34 +00:00
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liang/sales-ai#30
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