consciousness/prompts
ProofOfConcept 4c973183c4 rename agent: LLM-powered semantic key generation for memory nodes
New consolidation agent that reads node content and generates semantic
3-5 word kebab-case keys, replacing auto-generated slugs (5K+ journal
entries with truncated first-line slugs, 2.5K mined transcripts with
opaque UUIDs).

Implementation:
- prompts/rename.md: agent prompt template with naming conventions
- prompts.rs: format_rename_candidates() selects nodes with long
  auto-generated keys, newest first
- daemon.rs: job_rename_agent() parses RENAME actions from LLM
  output and applies them directly via store.rename_node()
- Wired into RPC handler (run-agent rename) and TUI agent types
- Fix epoch_to_local panic on invalid timestamps (fallback to UTC)

Rename dramatically improves search: key-component matching on
"journal#2026-02-28-violin-dream-room" makes the node findable by
"violin", "dream", or "room" — the auto-slug was unsearchable.
2026-03-10 00:55:26 -04:00
..
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 stash DMN algorithm plan and connector prompt fix 2026-03-05 10:24:24 -05:00
consolidation.md digest: split into focused modules, externalize prompts 2026-03-03 17:18:18 -05:00
digest.md digest: drop per-level instructions and section templates 2026-03-03 17:53:43 -05:00
experience.md experience-mine: harden prompt boundary against transcript injection 2026-03-08 18:31:35 -04:00
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
rename.md rename agent: LLM-powered semantic key generation for memory nodes 2026-03-10 00:55:26 -04:00
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).