Core Trail Labs
Core Trail Kit
Reading the Desktop
Timeline and analysis pages are intentionally information-dense. This guide reduces cognitive overload by showing what to prioritize first and what to ignore until deep debugging is required.
Prioritize first: Read newest high-impact moments first, then confidence transitions, then supporting evidence.
What you see: Primary event, contradiction context, confidence state, safety gate outcome, replay path.
First question: Did confidence drop because contradiction grew or evidence went stale?
Operator action: Open replay branch before executing disruptive action.
Prioritize first: Follow causal order: evidence -> contradiction -> adjudication -> gate -> outcome.
What you see: Deterministic decision path with branching action states.
First question: Which node changed trust enough to allow or block action?
Operator action: Validate the exact transition node before changing runbook steps.
Prioritize first: Inspect changed or removed edges touching incident path.
What you see: Service/entity relations with confidence and delta movement.
First question: Did topology confidence collapse before runtime degradation?
Operator action: Treat topology delta as incident risk indicator, not visual metadata.
Prioritize first: Review relation confidence trend and evidence freshness together.
What you see: Edge-level relation history and trust movement.
First question: Is this dependency still trustworthy for current recommendations?
Operator action: Resolve weak relation evidence before broad remediations.
Prioritize first: Read gate state and confidence context before action text.
What you see: Allowed/review/blocked recommendations with evidence-linked rationale.
First question: Why is this recommendation safe now?
Operator action: Execute only when trust layer conditions are satisfied.
Prioritize first: Sort by pressure + low confidence, not severity alone.
What you see: Incident pressure cards with contradiction and evidence context.
First question: Which incident has highest decision risk right now?
Operator action: Address low-confidence high-pressure incidents first.
Prioritize first: Check missing and stale critical signals before reading secondary noise.
What you see: Coverage quality, freshness, stability, and missing diagnostics.
First question: Are we missing core evidence required for safe action?
Operator action: Restore missing/stale diagnostic inputs before high-impact decisions.
Prioritize first: Start with blocked/review reasons and required exit conditions.
What you see: Gate badges tied to confidence and contradiction posture.
First question: What condition must change before this action is allowed?
Operator action: Resolve gate reason explicitly instead of bypassing.
Prioritize first: Look at trend direction and cause tags, not score alone.
What you see: Confidence chips, transitions, and contextual decline/recovery signals.
First question: Is confidence improving or decaying, and why?
Operator action: Delay high-risk changes during confidence decay windows.
Apply it now
Docs to Trial Path
1. Replay first
Open a deterministic replay to see evidence, contradiction, confidence, and gate state in one chain.
Open Replay Demo2. Install desktop
Download CTK Desktop and run local-first observation for your workspace runtime boundaries.
Download Desktop3. Initialize workspace
Connect repo + source mode, then start deterministic timeline and contradiction-aware recommendations.
Initialize Workspace