Every CLI command and HTTP endpoint.

starts the FastAPI service on localhost:8765 and pre-warms BM25, ANN, and adjacency indexes into memory.

runs a natural-language rule retrieval against the live pipeline and prints ranked rules for relevance testing.

interactively adds a new rule to the graph with redundancy, conflict, and relationship-suggestion checks.

interactively edits an existing rule and revalidates the result against the schema before write.

submits an AI-generated rule through the structural gate (specificity, redundancy, conflict) before ingestion.

lists or inspects AI-provisional rules; flags --promote, --reject, --downweight, --stats.

ingests rules from markdown files in a directory into the Neo4j graph, validating each.

regenerates markdown rule files from the graph into a target directory (round-trippable).

runs the one-time migration script for legacy rule formats into the current schema.

clusters domain rules into abstraction nodes (HDBSCAN vs k-means with silhouette comparison).

runs integrity checks for conflicts, orphans, staleness, redundancy, and graduation candidates.

records a feedback signal that feeds the empirical-confidence tracker.

summarizes workflow-friction.log; supports per-rule, per-skill, per-playbook analyzers.

per-session timeline of phases, rule loads, gate denials, subagents, and token budgets.

prints the graph-canonical prompt template for a subagent role (writ-explorer, writ-planner, etc.).

pings /health on the running service and prints rule count, index state, and startup latency.

returns the current session mode (conversation, debug, review, work).

sets the session mode; --orchestrator suppresses broad RAG inject in the master session.

alias for mode set that preserves paused-work state across mode changes.

dumps the full session cache as JSON to stdout.

mutates session cache fields; accepts --add-rules JSON, --cost N, --context-percent N.

emits the always-active rules block for UserPromptSubmit injection (mandatory rules only).

exits 0 if context pressure is above the threshold, signaling RAG to skip.

prints rule coverage statistics for the current session (loaded, capacity, remaining).

checks whether the current phase allows file writes and returns the verdict.

advances the phase gate (planning to testing to implementation to verify); records confirmation_source.

prints the active phase name from the session's phase state machine.

scans the transcript for self-correction signals and emits feedback events.

detects context-compaction events and triggers post-compact recovery.

records a pending violation (rule, file, line, evidence) for the verification phase.

clears the pending-violation list for the session.

lists pending violations recorded against the session.

marks a previously approved gate as invalid (forces re-approval).

returns whether the session should escalate to a stricter enforcement tier.

prints aggregate session metrics computed from the friction log (clean-run rate, phase times, mode mix).

ranked rule retrieval through the five-stage pipeline; returns rules within the token budget.

analyzes a code blob against active rules and returns compliance findings.

returns one rule node plus its one-hop graph neighbors.

submits an AI rule proposal through the structural gate; returns accepted or reasons.

records a positive or negative signal for the rule's frequency counter.

returns CONFLICTS_WITH edges across a supplied set of rule IDs.

returns the set of always-on (mandatory) rules to inject every prompt.

returns the graph-canonical SubagentRole prompt template.

pre-write enforcement check; returns allow or deny plus the offending rule.

service status, rule count, index state, and startup latency.

HTML dashboard rendering the current state of the friction log.

reads the full session cache (mode, phase, loaded rules, budget).

mutates session cache fields atomically.

returns whether context pressure warrants skipping RAG this turn.

returns the current session mode.

sets the session mode with an optional orchestrator flag.

pre-write permission check based on the current phase.

advances the phase gate and records confirmation_source to the audit trail.

returns the active phase name.

returns the always-active rules block for prompt injection.

returns rule coverage statistics for the session.

returns whether the session should escalate to a stricter tier.

scans the transcript for self-correction signals.

clears the pending-violation list.

appends a pending violation for the verification phase.

marks a previously approved gate as invalid (forces re-approval).

lists pending violations for the session.

records a context-pressure snapshot for this turn.

detects compaction and triggers recovery state.

clears injected rules ahead of compaction to free budget.

resets session state after a context compaction completes.

returns the active playbook and current step.

sets or advances the active playbook step.

records evidence supporting a verification claim.

returns evidence collected so far.

records a quality judgment for a rule rubric.

returns quality judgments recorded for the session.