arscontexta

Add a new knowledge domain to an existing vault. Creates domain-specific MOCs, templates, and vocabulary mappings.

Research-backed vault evolution guidance. Toggle features (self-space, semantic search), rebalance MOCs, adjust dimensions with full rationale.

Query the Ars Contexta research methodology. Answers 'why does my system do X?' with research-backed explanations from 249 interconnected claims.

Analyze the vault's knowledge graph. Subcommands: orphans, density, bridges, synthesis, traverse, clusters, stats.

Run vault health diagnostics. 3 modes: quick (schema+orphans+links), full (all 8 categories), three-space (boundary violations).

Contextual guidance and command discovery. Shows available skills, agents, and intelligent suggestions based on vault state.

End-to-end source processing: reduce → reflect → reweave → verify. Fresh context per phase for optimal LLM attention.

Get architecture advice for your use case. Research-backed recommendations for vault configuration based on your domain.

Extract insights from source material. Creates atomic notes with prose titles, YAML frontmatter, and source attribution.

Find connections between notes. Update MOCs with new members. Surface synthesis opportunities.

Re-derive the vault configuration from first principles. Use when accumulated drift makes incremental adjustment insufficient.

Challenge system assumptions. Triage accumulated observations and tensions. Propose structural changes based on friction patterns.

Update older notes with context from newer ones. The backward pass that keeps the knowledge graph current.

Scaffold a complete knowledge system. Conversational onboarding derives configuration from your domain. Validates against 15 kernel primitives.

Interactive walkthrough of the knowledge system. Learn by doing — creates sample notes, processes them, explores connections.

Apply plugin methodology updates to an existing vault. Preserves user content while upgrading templates, config, and context files.

Combined quality check: schema compliance, description quality, link health, topic coverage. Quick validation of vault integrity.