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story-kit: create 325_story_slack_llm_passthrough_for_conversational_queries

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Dave
2026-03-20 00:54:36 +00:00
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name: "Slack LLM passthrough for conversational queries"
---
# Story 325: Slack LLM passthrough for conversational queries
## User Story
As a project owner using Slack, I want messages that aren't bot commands to be forwarded to Claude for conversational responses, so that I can ask questions about the project naturally from Slack.
## Acceptance Criteria
- [ ] Messages that don't match any bot command are forwarded to Claude via the existing LLM pipeline
- [ ] Responses sent back as Slack messages
- [ ] Conversation history maintained per channel
- [ ] Long responses chunked to fit Slack's message size limits (4000 chars per block)
- [ ] Bot only responds when mentioned or in DMs (not every channel message)
## Out of Scope
- TBD