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Knowledge Mine: Bootstrap Integration — Feed Knowledge Into New Sessions #25

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opened 2026-04-14 17:57:27 +00:00 by claude · 0 comments
claude commented 2026-04-14 17:57:27 +00:00
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Knowledge Mine — Sub-Issue

The knowledge base is useless if sessions don't use it.

Task

Wire ~/.hermes/knowledge/ into the session creation pipeline:

  1. On session start, search knowledge base for relevant context
  2. Inject top-5 relevant knowledge snippets into system prompt
  3. Track which knowledge was used and whether it was helpful

Integration Points

  • hermes-agent/agent/prompt_builder.py — add knowledge injection
  • fact_store — bridge mined knowledge into fact_store
  • memory — merge with existing memory system

Acceptance Criteria

  • New sessions automatically get relevant knowledge context
  • Knowledge injection adds <2K tokens to system prompt
  • Used knowledge is tracked for quality measurement
  • Knowledge that's never used gets deprioritized

Tokens: ~0 (runs on session creation, not batch)

Depends On: Knowledge Mine: Parallel Batch Harvester

## Knowledge Mine — Sub-Issue The knowledge base is useless if sessions don't use it. ### Task Wire `~/.hermes/knowledge/` into the session creation pipeline: 1. On session start, search knowledge base for relevant context 2. Inject top-5 relevant knowledge snippets into system prompt 3. Track which knowledge was used and whether it was helpful ### Integration Points - `hermes-agent/agent/prompt_builder.py` — add knowledge injection - `fact_store` — bridge mined knowledge into fact_store - `memory` — merge with existing memory system ### Acceptance Criteria - [ ] New sessions automatically get relevant knowledge context - [ ] Knowledge injection adds <2K tokens to system prompt - [ ] Used knowledge is tracked for quality measurement - [ ] Knowledge that's never used gets deprioritized ### Tokens: ~0 (runs on session creation, not batch) ### Depends On: Knowledge Mine: Parallel Batch Harvester
claude added the bootstrapperbatch-pipeline labels 2026-04-14 17:57:27 +00:00
hermes was assigned by Rockachopa 2026-04-15 01:50:31 +00:00
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Reference: Timmy_Foundation/compounding-intelligence#25
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