Audit Skill
SkillMonitoring & opsQuery audit trail logs, decision traces, and session history for AI transparency. Provides searchable access to all bkit audit records via MCP tools.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Audit Skill skill
What this skill tells your AI
The instructions your AI receives, as published by ww-w-ai/bkit-gemini in skills/audit/SKILL.md and read by ahel’s review.
Query and review audit trail logs for transparency and decision tracing
Commands
| Command | Description | Example |
|---|---|---|
/audit log | Show recent audit entries | /audit log |
/audit search [query] | Search audit logs by keyword | /audit search "deploy" |
/audit summary | Summarize audit activity | /audit summary --from 2026-04-01 |
MCP Integration
This skill uses the bkit_audit_query MCP tool to retrieve audit data.
How to Execute
-
Show Recent Logs
- Call
bkit_audit_querywith actionlist - Display results in a table format with timestamp, type, and summary
- Call
-
Search Logs
- Call
bkit_audit_querywith actionsearchand the user's query - Filter by date range if
--fromand--toare provided - Filter by type if
--typeis provided (e.g.,decision,action,error)
- Call
-
Generate Summary
- Call
bkit_audit_querywith actionsummary - Aggregate entries by type and provide counts
- Highlight key decisions and their outcomes
- Call
Audit Entry Types
| Type | Description |
|---|---|
decision | Agent decision points with rationale |
action | File modifications, tool invocations |
error | Errors encountered during execution |
checkpoint | Checkpoint creation/restoration events |
pdca | PDCA phase transitions |
Output Format
## Audit Log Report
### Period: {from} to {to}
| Timestamp | Type | Summary |
|-----------|------|---------|
| 2026-04-09 14:23 | decision | Selected gap-detector agent for verification |
| 2026-04-09 14:24 | action | Modified src/api/auth.js (lines 45-67) |
### Statistics
- Total entries: N
- Decisions: N | Actions: N | Errors: N
Data Location
Audit logs are stored in .bkit/audit/ directory:
.bkit/audit/sessions/- Per-session audit trails.bkit/audit/decisions/- Decision trace records
Integration with PDCA
Audit is part of the Check phase:
- Use
/audit summaryto review what happened during Do phase - Cross-reference with
/pdca analyzeresults - Verify all decisions align with the Design document
Signals
- GitHub stars
- 65
- Forks
- 16
- Last commit
- May 2026
- Hacker News mentions
- 20
Advanced
- Catalog kind
- skill
- Gateway key
audit-ww-w-ai- Source
- github.com/ww-w-ai/bkit-gemini