# AI-DLC Audit Log

## Session Start
- **Timestamp**: 2026-03-26T12:29:00Z
- **User**: (subagent task from main agent)
- **Session Label**: aidlc-data-service
- **Channel**: feishu

## Initial Request
"Run the AI-DLC workflow in the directory /home/ubuntu/github/data-service-infra-ai-configurations."

## Audit Entries

### 2026-03-26T12:29:00Z - Session Start
- Action: Loaded AI-DLC SKILL.md
- Action: Loaded reference files (welcome-message, process-overview, session-continuity, question-format-guide)
- Action: Loaded workspace-detection.md and content-validation.md
- Action: Scanned workspace directory structure
- Action: Read README.md, docker-compose.yml, run_cronjob_every_10mins.py
- Action: Read ruff.toml, pre-commit-config.yaml, feishu-pr-notify.yml
- Action: Created aidlc-docs/ directory structure
- Action: Created aidlc-state.md
- Action: Created audit.md
- Next: Proceeding to Reverse Engineering

### 2026-03-26T12:30:00Z - Reverse Engineering Complete
- Action: Generated 8 reverse-engineering artifacts
  - business-overview.md
  - architecture.md
  - code-structure.md
  - api-documentation.md
  - component-inventory.md
  - technology-stack.md
  - dependencies.md
  - code-quality-assessment.md
- Findings: Brownfield project, Python stdlib only, 13 cronjobs, 20+ skills, 9+ containers, zero test coverage
- Next: Requirements Analysis (adaptive, standard depth)

### 2026-03-26T12:35:00Z - Requirements Analysis Complete
- Action: Generated requirements.md with 4 functional requirements and 5 non-functional requirements
- Scope: System-wide improvements (test coverage, dependency management, code quality, CI/CD)
- Depth: Standard (adaptive)
- Key gaps identified: Zero test coverage, no pyproject.toml, hardcoded constants, no CI pipeline
- Next: User Stories (skipped for internal tooling), then Workflow Planning

### 2026-03-26T12:40:00Z - Workflow Planning Complete
- Action: Generated execution-plan.md with 4 work units defined
- Decision: Skip User Stories (internal tooling), Application Design (no new components)
- Decision: Execute Code Planning + Generation for 4 units
- Next: CONSTRUCTION PHASE - Code Generation (Unit 1: Test Infrastructure)