consciousness/prompts
Kent Overstreet 796c72fb25 digest: unify generators and prompts across all three levels
Three near-identical generate_daily/weekly/monthly functions collapsed
into one generate_digest() parameterized by DigestLevel descriptors.
Three separate prompt templates merged into one prompts/digest.md with
level-specific instructions carried in the DigestLevel struct.

Each level defines: name, title, period label, input title, output
format instructions, child prefix (None for daily = reads journal),
and Sonnet timeout.

digest_auto simplified correspondingly — same three phases but using
the unified generator.

Co-Authored-By: Kent Overstreet <kent.overstreet@linux.dev>
2026-03-03 17:34:00 -05:00
..
assimilate.md poc-memory v0.4.0: graph-structured memory with consolidation pipeline 2026-02-28 22:17:00 -05:00
challenger.md spectral decomposition, search improvements, char boundary fix 2026-03-03 01:33:31 -05:00
connector.md spectral decomposition, search improvements, char boundary fix 2026-03-03 01:33:31 -05:00
consolidation.md digest: split into focused modules, externalize prompts 2026-03-03 17:18:18 -05:00
digest.md digest: unify generators and prompts across all three levels 2026-03-03 17:34:00 -05:00
experience.md digest: split into focused modules, externalize prompts 2026-03-03 17:18:18 -05:00
extractor.md spectral decomposition, search improvements, char boundary fix 2026-03-03 01:33:31 -05:00
health.md poc-memory v0.4.0: graph-structured memory with consolidation pipeline 2026-02-28 22:17:00 -05:00
journal-enrich.md digest: split into focused modules, externalize prompts 2026-03-03 17:18:18 -05:00
linker.md show suggested link targets in agent prompts 2026-03-01 00:37:03 -05:00
observation-extractor.md spectral decomposition, search improvements, char boundary fix 2026-03-03 01:33:31 -05:00
orchestrator.md poc-memory v0.4.0: graph-structured memory with consolidation pipeline 2026-02-28 22:17:00 -05:00
README.md poc-memory v0.4.0: graph-structured memory with consolidation pipeline 2026-02-28 22:17:00 -05:00
replay.md show suggested link targets in agent prompts 2026-03-01 00:37:03 -05:00
separator.md poc-memory v0.4.0: graph-structured memory with consolidation pipeline 2026-02-28 22:17:00 -05:00
transfer.md show suggested link targets in agent prompts 2026-03-01 00:37:03 -05:00

Consolidation Agent Prompts

Five Sonnet agents, each mapping to a biological memory consolidation process. Run during "sleep" (dream sessions) or on-demand via poc-memory consolidate-batch.

Agent roles

Agent Biological analog Job
replay Hippocampal replay + schema assimilation Review priority nodes, propose integration
linker Relational binding (hippocampal CA1) Extract relations from episodes, cross-link
separator Pattern separation (dentate gyrus) Resolve interfering memory pairs
transfer CLS (hippocampal → cortical transfer) Compress episodes into semantic summaries
health Synaptic homeostasis (SHY/Tononi) Audit graph health, flag structural issues

Invocation

Each prompt is a template. The harness (poc-memory consolidate-batch) fills in the data sections with actual node content, graph metrics, and neighbor lists.

Output format

All agents output structured actions, one per line:

LINK source_key target_key [strength]
CATEGORIZE key category
COMPRESS key "one-sentence summary"
EXTRACT key topic_file.md section_name
CONFLICT key1 key2 "description"
DIFFERENTIATE key1 key2 "what makes them distinct"
MERGE key1 key2 "merged summary"
DIGEST "title" "content"
NOTE "observation about the graph or memory system"

The harness parses these and either executes (low-risk: LINK, CATEGORIZE, NOTE) or queues for review (high-risk: COMPRESS, EXTRACT, MERGE, DIGEST).