Analysis

When To Use

Trigger when user says: "check my system", "what's wrong", "health check", "diagnose", "audit", "why is X slow", "something feels off"

This is NOT generic data analysis. This is system self-diagnosis — examining the agent's own workspace, configuration, and operational health.

Analysis Modes

Priority Order (Always This Sequence)

1. SECURITY — Exposed secrets, leaked credentials, permission issues
2. OPERATIONAL — Broken crons, dead sessions, unreachable APIs
3. HYGIENE — Memory bloat, orphan files, stale entries, inefficiencies

Stop and report critical security findings immediately. Don't bury them in a long list.

Detection Strategy

Cheap first, expensive only when needed:

1. File checks (free) — existence, size, age, syntax
2. Local commands (cheap) — process lists, disk usage, git status
3. API calls (expensive) — only when file-level signals warrant

Never hit external APIs speculatively. Validate need from local evidence first.

Findings Format

[CRITICAL|WARNING|INFO] category/subcategory: description
  → Action: specific remediation step
  → Auto-fixable: yes/no

Group by severity, not by category. User sees worst problems first.

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