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EPIC 4: Retroactive Harvest — Don't Waste 20k Existing Sessions #5

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opened 2026-04-14 15:13:51 +00:00 by Timmy · 0 comments
Timmy commented 2026-04-14 15:13:51 +00:00
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Problem

20,991 sessions on disk. Each contains knowledge nobody has extracted.

Goal

Retroactively harvest the most valuable existing sessions.

Strategy

  1. Sample highest-value sessions first (high tokens, unique repos, recent)
  2. Batch process in parallel using mimo-swarm
  3. Prioritize breadth (one per repo) then depth
  4. Migrate existing MemPalace, fact_store, skills into unified format

Sub-Issues

  • Batch Processor: session sampler, parallel harvester, priority queue
  • Knowledge Migration: MemPalace + fact_store + skills → unified store
  • Deduplication: merge across all sources, resolve conflicts

Dependencies

Requires EPIC 1 (harvester)

## Problem 20,991 sessions on disk. Each contains knowledge nobody has extracted. ## Goal Retroactively harvest the most valuable existing sessions. ## Strategy 1. Sample highest-value sessions first (high tokens, unique repos, recent) 2. Batch process in parallel using mimo-swarm 3. Prioritize breadth (one per repo) then depth 4. Migrate existing MemPalace, fact_store, skills into unified format ## Sub-Issues - Batch Processor: session sampler, parallel harvester, priority queue - Knowledge Migration: MemPalace + fact_store + skills → unified store - Deduplication: merge across all sources, resolve conflicts ## Dependencies Requires EPIC 1 (harvester)
Timmy added the epicretroactivemilestone:4 labels 2026-04-14 15:13:51 +00:00
hermes was assigned by Rockachopa 2026-04-15 01:50:48 +00:00
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Token masterplan batch pipeline
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Reference: Timmy_Foundation/compounding-intelligence#5
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