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Get Started Free →View audit logs, decision traces, and session history for AI transparency. ACTION_TYPES (19 entries) include PDCA events (phase_transition, gate_passed/failed, agent_spawned/completed/failed, rollback_executed, destructive_blocked) and Sprint events (sprint_paused, sprint_resumed, master_plan_created — v2.1.13). Triggers: audit, log, decision trace, history, 감사 로그, 결정 추적.
.claude/skills/popup-studio-ai-audit/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-05 | ✗→✓ | ▲ Improved | 93% | 0% |
| case-06 | ✗→✓ | ▲ Improved | 45% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 164% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 48% | 0% |
| case-10 | ✗→✓ | ▲ Improved | 17% | 0% |
> User-invocable skill for viewing audit logs, decision traces, and session history.
| Argument | Description | Example | |----------|-------------|---------| | (none) | Show recent audit log entries (same as log) | /audit | | log | Show recent audit log entries (last 20) | /audit log | | trace <feature> | Show decision traces for a feature | /audit trace user-auth | | summary | Show daily/weekly audit summary | /audit summary | | search <query> | Search audit logs by action type, feature, or date | /audit search "phase_transition" |
Display recent audit log entries.
.bkit/audit/YYYY-MM-DD.jsonlJSONL Entry Schema:
json{ "timestamp": "2026-03-19T10:30:00.000Z", "action": "phase_transition", "feature": "user-auth", "from": "plan", "to": "design", "automationLevel": "semi-auto", "triggeredBy": "user", "details": "Plan approved, transitioning to Design" }
Output Format:
--- Audit Log (Last 20 Entries) -------------------
[2026-03-19 10:30] phase_transition | user-auth
plan -> design (Semi-Auto, user-triggered)
[2026-03-19 10:25] checkpoint_created | user-auth
Checkpoint cp-1710842700000 before Design phase
[2026-03-19 10:20] automation_level_changed | -
L1 -> L2 (trust score: 72)
...
---------------------------------------------------
Total entries today: 45Show decision traces for a specific feature.
.bkit/decisions/YYYY-MM-DD.jsonlDecision Trace Entry Schema:
json{ "timestamp": "2026-03-19T10:30:00.000Z", "feature": "user-auth", "decision": "advance_to_design", "rationale": "Plan document complete, matchRate N/A at this phase", "alternatives": ["request_plan_revision", "skip_to_do"], "chosenBecause": "Plan deliverable exists and passes validation", "automationLevel": "semi-auto", "confidence": 0.92 }
Output Format:
--- Decision Trace: user-auth ---------------------
[10:15] START -> pm
Decision: Begin PDCA cycle
Rationale: New feature request detected
[10:20] pm -> plan
Decision: advance_to_plan
Rationale: PRD document generated successfully
Alternatives: [reject_prd, revise_scope]
Confidence: 0.88
[10:30] plan -> design
Decision: advance_to_design
Rationale: Plan document complete, passes validation
Alternatives: [request_plan_revision, skip_to_do]
Confidence: 0.92
---------------------------------------------------
Total decisions: 3Show daily or weekly audit summary.
Output Format:
--- Audit Summary (2026-03-19) --------------------
Total Actions : 45
Phase Transitions : 12
Checkpoints Created : 4
Errors Recorded : 1
Recoveries : 1
Action Breakdown:
phase_transition : 12 (27%)
checkpoint_created : 4 (9%)
match_rate_recorded : 8 (18%)
automation_level_change: 2 (4%)
iteration_completed : 6 (13%)
other : 13 (29%)
Automation Ratio: 67% auto / 33% manual
Trust Score Change: +3 (69 -> 72)
---------------------------------------------------
Weekly Trend (last 7 days):
Mon: 32 actions | Tue: 45 actions | Wed: 28 actions
...Search audit logs by action type, feature name, or date range.
phase_transition), filter by action.bkit/audit/Search Examples:
bash# Search by action type /audit search "phase_transition" # Search by feature name /audit search "user-auth" # Search by date /audit search "2026-03-18" # Full-text search /audit search "error"
| Path | Format | Purpose | |------|--------|---------| | .bkit/audit/YYYY-MM-DD.jsonl | JSONL | Daily audit log entries | | .bkit/audit/summary/ | JSON | Pre-computed daily/weekly summaries | | .bkit/decisions/YYYY-MM-DD.jsonl | JSONL | Decision trace entries |
| Module | Function | Usage | |--------|----------|-------| | lib/audit/audit-logger.js | readAuditLog() | Read audit entries | | lib/audit/audit-logger.js | searchAuditLog() | Search/filter entries | | lib/audit/decision-tracer.js | getDecisionTrace() | Read decision traces |
bash# View recent log entries /audit # View decision trace for a feature /audit trace user-auth # View daily summary /audit summary # Search for phase transitions /audit search "phase_transition" # Search by feature /audit search "user-auth"
Other measured skills in the registry, with their headline benchmark lift.