The daemon's compute_graph_health had a duplicated copy of the
consolidation planning thresholds that had drifted from the canonical
version (α<2.0 → +7 replay in daemon vs +10 in neuro).
Split consolidation_plan into _inner(store, detect_interference) so
the daemon can call consolidation_plan_quick (skips O(n²) interference)
while using the same threshold logic.
- Add compact_timestamp() to store — replaces 5 copies of
format_datetime(now_epoch()).replace([':', '-', 'T'], "")
Also fixes missing seconds (format_datetime only had HH:MM).
- Add ConsolidationPlan::to_agent_runs() — replaces identical
plan-to-runs-list expansion in consolidate.rs and daemon.rs.
- Port job_rename_agent to use run_one_agent — eliminates manual
prompt building, LLM call, report storage, and visit recording
that duplicated the shared pipeline.
- Rename Confidence::weight()/value() to delta_weight()/gate_value()
to clarify the distinction (delta metrics vs depth gating).
Replace monolithic consolidate job with individual agent jobs
(replay, linker, separator, transfer, health) that run sequentially
and store reports. Multi-phase daily pipeline: agent runs → apply
actions → link orphans → cap degree → digest → digest links →
knowledge loop.
Add GraphHealth struct with graph metrics (alpha, gini, clustering
coefficient, episodic ratio) computed during health checks. Display
in `poc-memory daemon status`. Use cached metrics to build
consolidation plan without expensive O(n²) interference detection.
Add RPC consolidate command to trigger consolidation via socket.
Harden session watcher: skip transcripts with zero segments, improve
migration error handling.
Co-Authored-By: ProofOfConcept <poc@bcachefs.org>
- New agents/transcript.rs: shared JSONL parsing for enrich, fact_mine,
and knowledge (was 3 separate implementations, ~150 lines duplicated)
- New best_match() and section_children() helpers in neuro/rewrite.rs
(was duplicated find-best-by-similarity loop + section collection)
- Net -153 lines
Move prompts_dir into Config (was hardcoded ~/poc/memory/prompts).
Replace hardcoded ~/.claude/memory paths in spectral.rs, graph.rs,
and main.rs with store::memory_dir() or config::get(). Replace
hardcoded ~/.claude/projects in knowledge.rs and main.rs with
config::get().projects_dir.
Extract apply_agent_file() from cmd_apply_agent() — separates
file scanning from per-file JSON parsing and link application.
Add util::truncate() and util::first_n_chars() to replace 16 call
sites doing the same floor_char_boundary or chars().take().collect()
patterns. Deduplicate the batching loop in consolidate.rs (4 copies
→ 1 loop over an array). Fix all clippy warnings: redundant closures,
needless borrows, collapsible if, unnecessary cast, manual strip_prefix.
Net: -44 lines across 16 files.
poc-daemon (notification routing, idle timer, IRC, Telegram) was already
fully self-contained with no imports from the poc-memory library. Now it's
a proper separate crate with its own Cargo.toml and capnp schema.
poc-memory retains the store, graph, search, neuro, knowledge, and the
jobkit-based memory maintenance daemon (daemon.rs).
Co-Authored-By: ProofOfConcept <poc@bcachefs.org>
