CALIBER
Quickstart
Use CALIBER

Aria assistant

The operator and user guide for supervised assistant sessions, governed tool use, and explicit review boundaries.

System userOperatorDeveloperHow ToBETA
PrerequisitesA CALIBER deployment with Aria access
Reviewed 2026-08-10 · current main branch docs contract

Use this page when you need the practical operator or user path for Aria: start a session, understand supervised tool use, and know why a session paused, waited, or required review.

At a glance

TaskStart hereDeep reference
understand what Aria can dostart with the execution and approval modelAssistant architecture
inspect supervised tool usefollow the session and approval pathAssistant architecture
connect Aria to tools, skills, or MCPuse the feature guides firstTools, Skills, MCP servers
reason about queued human reviewuse the governance pathTrust and governance

1. What Aria is for

Aria is CALIBER's permissioned assistant surface. It is designed to stay observable and supervised rather than acting as an opaque background agent.

2. Common tasks

You want to...Read this next
understand why the assistant stopped or waitedAssistant architecture
attach skills, tools, or MCP capabilitiesTools, Skills, MCP servers
reason about trust and reviewTrust and governance

3. Common failure modes

SymptomFirst thing to check
The assistant paused instead of finishinga human approval or review boundary was reached
A tool is visible but unavailablethe tool is blocked by policy or missing runtime access
Aria answered, but you cannot justify the answerinspect the evidence, tool trace, or retrieval path

CALIBER : Contextual Adaptive Lifecycle for Intelligent Build, Evaluation, and Refinement — this page is generated from the authoritative Markdown sources in docs/ and the repository-level ARCHITECTURE.md.