gz personas drift¶

Report persona trait adherence from behavioral proxies.

Usage¶

Bash

gz personas drift [--persona NAME] [--json]

Description¶

Scans local governance artifacts (ledger events, OBPI audit logs) for evidence of trait-aligned behavior. Reports per-trait pass/fail for each persona using behavioral proxies only -- no activation-space measurement, no network access.

Each persona trait is evaluated against a proxy registry that maps trait keywords to deterministic artifact checks. Traits without a registered proxy receive no_evidence status (honest: unmeasurable traits are not claimed as passing or failing).

Options¶

Flag	Description
`--persona NAME`	Evaluate only the named persona (default: all)
`--json`	Output valid JSON PersonaDriftReport to stdout

Exit Codes¶

Code	Meaning
0	No drift detected
3	Policy breach -- drift detected in one or more trait checks

Proxy Categories¶

Proxy	Evidence Checked	Traits Served
governance_activity	gate_checked, attested events	governance-aware, governance-fidelity
test_evidence	OBPI audit test_count, tests_passed	test-first, thorough
evidence_quality	criteria_evaluated with PASS	evidence-driven, precision
completion_quality	brief_status_after = Completed	complete-units, atomic-edits
plan_discipline	adr_created before gate_checked	methodical, plan-then-write

Examples¶

Bash

# Human-readable drift report for all personas
uv run gz personas drift

# JSON output for machine consumption
uv run gz personas drift --json

# Check a single persona
uv run gz personas drift --persona implementer

# Check exit code
uv run gz personas drift --persona implementer; echo $?