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v0.5.0 — Sleep, Diagnose, Deploy
Highlights
- Sleep-inspired consolidation — SWS replay, SHY decay, REM pruning optimize your graph structure over time
- Brain diagnostics — detect orphans, weak synapses, stale neurons, dangling prerequisites
- Domain audit — analyze domain ↔ community alignment, suggest splits/merges with keyword hints
- Resource-oriented CLI —
spkt neuron/synapse/source/domain/communitysubcommands replace flat commands - /spkt-curator — new conversational skill for brain maintenance through dialogue
- Agent CLI onboarding —
spkt skills installnow auto-discovers all skills and generatesSPIKUIT.mdagent context
Core API
circuit.consolidate()/consolidate_apply()— sleep-inspired graph optimization (4 phases)circuit.diagnose()— brain health snapshot (8 diagnostic categories)circuit.progress()— learning progress report (mastery, retention, velocity, weak spots)circuit.domain_audit()— domain ↔ community alignment with TF-IDF keyword extractioncircuit.generate_manual()— auto-generated user guide from brain contentscircuit.generate_community_summaries()— community summaries withsummarizessynapse typecircuit.merge_neurons(),circuit.remove_neuron()— neuron lifecycle managementcircuit.list_synapses(),circuit.set_synapse_weight()— synapse inspection and tuning- Meta neuron system (
_metadomain,community_summarytype) - QABot export format (
spkt export --format qabot) — read-only SQLite bundle for portable RAG
CLI
- Resource-oriented subcommands:
spkt neuron {add,list,inspect,remove,merge,due,fire},spkt synapse {add,remove,weight,list},spkt source {learn,list,inspect,update,refresh},spkt domain {list,rename,merge,audit},spkt community {detect,list} - New root commands:
spkt diagnose,spkt progress,spkt manual,spkt consolidate [apply] spkt skills install— dynamic skill discovery +SPIKUIT.mdagent context generation- Old flat commands (
spkt add,spkt fire, etc.) still work with deprecation warnings
Skills
- /spkt-curator — conversational brain maintenance (domain cleanup, orphan resolution, weak synapse review, consolidation)
Docs
- Full EN/JA sync for all v0.5.0 features
- README rewritten with step-by-step Quick Start (install → init → skills install → Agent CLI)
- Appendix restructured into 5 field-specific sections with references
- Natural Japanese rewrite across all JA docs
Migration
Old commands continue to work but emit deprecation warnings to stderr:
| Old | New |
|---|---|
spkt add |
spkt neuron add |
spkt fire |
spkt neuron fire |
spkt due |
spkt neuron due |
spkt list |
spkt neuron list |
spkt inspect |
spkt neuron inspect |
spkt link |
spkt synapse add |
spkt learn |
spkt source learn |
spkt refresh |
spkt source refresh |
spkt communities |
spkt community list / detect |