Workflow Compliance Audit

Workflow Compliance Audit

Audit whether agents are following established workflows (plan review, cross-review, TDD, document intelligence) by examining git history, review artifacts, session data, and intelligence pipelines.

What Gets Audited

Audit Procedure

1. Cross-Review Status

Check scripts/review/results/ for recent artifacts:

ls -lt scripts/review/results/ | head -15

• Find the date of the most recent review artifact
• Count engineering commits since that date
• Calculate review compliance rate: reviews / engineering_commits

Engineering commits = commits with feat:, fix:, refactor: prefixes that touch digitalmodel/, worldenergydata/, assetutilities/, or have cat:engineering labels.

2. Plan Review Compliance

Check if engineering issues had plans before implementation:

gh issue list --state open --label cat:engineering --json number,title | python3 -c "..."

• For recent engineering commits, check if the referenced issue had a plan comment before the implementation commit date
• Check .planning/ for phase plans that were approved

3. Document Intelligence Health

Check the primary index file:

wc -l data/document-index/index.jsonl
python3 -c "import json; d=json.loads(open('data/document-index/index.jsonl').readline()); print(d.get('summary_done'), d.get('content_type'))"

• Total records count
• Sample a few records - check if summary_done and content_type fields are populated
• Verify index metadata coverage (post #1878): content_type should be populated for 100% of records; summary_done=True for ~16% (the rest are mostly CAD files). If either coverage has regressed, run scripts/data/document-index/validate-index-metadata.py — exit 1 indicates a regression. online-resource-registry.yaml and standards-transfer-ledger.yaml remain useful for curated engineering lookups.
• Conference papers indexed? Check conference-index-batch.jsonl

4. Resource Intelligence Status

Read data/document-index/resource-intelligence-maturity.yaml:

• Documents marked read: count and percentage
• Target: typically >80% within 3 months
• Key calculations implemented: list with percentages
• Check the generated field — is the tracker being updated or is it stale?

5. Bypass Pattern Analysis

Check for agents bypassing established gates:

grep -r "SKIP_REVIEW_GATE\|GIT_PRE_PUSH_SKIP\|skip.*plan\|bypass" logs/ docs/handoffs/ 2>/dev/null

• Count bypass events
• Check if bypasses are justified or habitual

Expected Output

Structured audit report with:

• Status: HEALTHY | WARNING | CRITICAL for each area
• Evidence: Specific dates, commit hashes, file paths
• Trend: Improving | Stable | Declining (if historical data available)
• Action Items: What needs fixing

Example Finding Format

## Cross-Review: CRITICAL
Last review artifact: Apr 2 (one Codex retroactive review)
Prior review cluster: Mar 24
542 commits since reviews stopped
Compliance rate: ~0.2%

Pitfalls

• Session signals directory: .claude/state/session-signals/ may have stale data. The check_claude_usage.sh script may never have run, so generated log files don't exist.
• Hermes sessions: Not tracked in the same way as Claude sessions. Check ~/.hermes/sessions/ for Hermes-specific data.
• Auto-sync noise: chore(sync): auto-sync commits inflate total commit counts. Filter these out.
• Review artifacts vs review execution: Having review files in scripts/review/results/ doesn't mean the review was performed — check file sizes and content. Some artifacts are empty or contain only error messages.
• Document index vs registry: The index.jsonl is NOT the same as the online-resource-registry.yaml or standards-transfer-ledger.yaml. The index tracks all documents (647K+), while registries track specific collections.
• Resource maturity YAML vs Markdown: The YAML is authoritative, the Markdown is generated. Always check the YAML for current state.

Related

• engineering-issue-workflow skill — the workflow being audited
• hermes-workflow-audit — cron and agent health specifically
• Issue #1839 — workflow hard-stops and session governance
• Issue #1515 — AI review routing policy