[Phase 6.3.3] Episode Compression System #87

New issue

Closed

opened 2026-04-07 03:13:30 +00:00 by Mark · 0 comments

Mark commented

2026-04-07 03:13:30 +00:00

Owner

Parent: #73 (Conversation/Project Memory)

Overview

Implement automatic conversation-to-episode compression system.

Details

Create substrate/episode_compressor.py:

EpisodeCompressor class:

compress_conversation(turns) -> CompressionResult
generate_summary(turns) -> str
extract_key_facts(turns) -> list[Fact]
calculate_compression_ratio(original, compressed) -> float

CompressionCompressor triggers:

turn_count > 50
token_count > 8000
inactive_minutes > 60
explicit user trigger

Output:

Natural language summary
Extracted key facts (requirements, decisions, constraints)
Artifacts produced
Source turn links

Acceptance Criteria

Compression ratio target: 10:1
Key information retention: >95%
Compression time: <2s for 100 turns
Automatic triggers work correctly

## Parent: #73 (Conversation/Project Memory) ## Overview Implement automatic conversation-to-episode compression system. ## Details Create `substrate/episode_compressor.py`: **EpisodeCompressor class:** - compress_conversation(turns) -> CompressionResult - generate_summary(turns) -> str - extract_key_facts(turns) -> list[Fact] - calculate_compression_ratio(original, compressed) -> float **CompressionCompressor triggers:** - turn_count > 50 - token_count > 8000 - inactive_minutes > 60 - explicit user trigger **Output:** - Natural language summary - Extracted key facts (requirements, decisions, constraints) - Artifacts produced - Source turn links ## Acceptance Criteria - [ ] Compression ratio target: 10:1 - [ ] Key information retention: >95% - [ ] Compression time: <2s for 100 turns - [ ] Automatic triggers work correctly

Mark referenced this issue

2026-04-07 03:14:10 +00:00

[Phase 6.4] Conversation Memory #73

Mark closed this issue

2026-04-07 03:40:21 +00:00

No milestone

No project

No assignees

1 participant

Notifications

Due date

The due date is invalid or out of range. Please use the format "yyyy-mm-dd".

No due date set.

Dependencies

No dependencies set.

Reference

Mark/mesh-seed#87

No description provided.

Rows
Columns