Score a project's AI-readiness 0–100% against the fixed 33-slot context model — how much project DNA an agent has before it has to guess. Deterministic: the same .faf always scores the same. Returns the score, tier, and per-slot breakdown.

Re-ground on the live .faf — re-read + re-score the current project DNA, report drift vs your last-known score, and return the fresh context. The explicit re-grounding primitive for long sessions: drift → refresh → re-grounded. Built for Grok, by request.

Reload the latest structured memory (.fafm) for one or more souls into the current session. Returns a stamped delta by default (added/updated facts since last refresh or a given timestamp). Use verbatim: true to receive the full current .fafm content instead. Read-only. Always returns a content hash + timestamp stamp. Complements recall, load_soul, and etch — does not replace them.

Heavy orchestrator — given current substrate state, returns a structured recommendation about drift: which refresh to call (or no_action), why, how severe, and the underlying signals. ADVISORY ONLY — never auto-fires. Composes the full 1.5 substrate (drift detection · contradiction check · repeat-offender · take-a-hint · refresh history). Writes a recommendation receipt on every call (auditable trail, no silent decisions). Read-only WRT substrate state.

Introspect the effective orchestration policy WITHOUT running the orchestrator. Returns { tier, thresholds, source, overrides_applied } — what aggressiveness tier the next faf_orchestrate_recommendation call would use, and whether it came from defaults or a .faf:orchestration: override. No drift detection, no signals, no receipt — pure introspection. Read-only.

Baked-in two-intensity refresh (Cmd+R / Cmd+Shift+R analog). Fires BOTH refresh_faf + refresh_fafm in one call. mode: "blend" (default) = light .faf + delta .fafm — the everyday re-ground. mode: "nuke" = light .faf + verbatim .fafm — the hard reload for polluted session memory. Intensity matches drift rate per layer.

Create a project.faf — the IANA-registered context file (application/vnd.faf+yaml) that gives Grok persistent project DNA (stack, structure, intent) in one portable file, so an agent reads the whole project cold each session instead of re-discovering it. Writes project.faf to the target directory (created if missing) and refuses to overwrite an existing context file unless force is set. Run once at project start, or with force to regenerate, then call faf_score to check readiness. Returns a text confirmation with the written file path and the detected project type.

Validate a project.faf's structure and integrity — confirm the context file is well-formed and parses cleanly before an agent grounds on it. The pre-flight trust check: never build on a broken context layer.

Sync project.faf into your AI context files (CLAUDE.md, AGENTS.md, .cursorrules, GEMINI.md). Non-destructive: injects a structured .faf block at the top for fast machine reading and preserves your prose below. One source of truth, every tool kept current.

Ask a question with RAG-enhanced context from xAI Collections. Uses LAZY-RAG cache for 100,000x speedup on repeated queries.

Get LAZY-RAG cache statistics - hits, misses, hit rate, cache size

Clear the LAZY-RAG cache — drop all cached retrievals so the next rag_query rebuilds from source. Use when the underlying context has changed and you want fresh results instead of cached ones.