ARCANADA
← Autonomy / ARCA Assistant
PLANNING L3 · target L3

ARCA Assistant

Single point of entry into the entire ecosystem.

A conversational front-end that routes user intent to the right Arcanada service: ask Verdicus to translate, Transcribator to convert audio, Munera to track a task. Planning phase, target port 3800. Distinct from Argana AI (commercial product) — ARCA Assistant is the operator-facing ecosystem control plane, sharing the @arcanada/core libraries.

Capabilities

  • Natural-language intent routing across all Arcanada services
  • Cross-service orchestration (one prompt → multiple service calls)
  • Auth Arcana session — every action is identity-attached
  • Per-user memory via LTM (recall preferences across sessions)
  • Web + Telegram clients planned
  • Shared @arcanada/core with Argana AI (DRY connector layer)
  • Audit trail of every routed intent for post-hoc review

Current autonomy level

L3
What levels mean →

Weakest link

Not yet in production. The L4 self-healing capabilities of downstream services do not help if ARCA Assistant itself misroutes intents — intent-classification evaluation set is the gating artifact.

Roadmap to L3

  1. L1 → L2 — MVP launch with manually curated intent map; deploy reporting to Ops Bot.
  2. L2 → L3 — observability stack, intent-classification eval set (≥500 labeled samples), fallback to fail-fast on unknown intent rather than guessing.
  3. Verification gate — eval set ≥ 95% accuracy and zero silent misroutes for 30 days post-launch.