# Reverse Engineering Metadata

**Analysis Date**: 2026-08-03T18:06:09Z
**Analyzer**: AI-DLC
**Workspace**: `/home/fermin/codeprojects/ai-dlc-workshop`
**Work Item**: Microsoft Teams chatbot blueprint
**Project Type**: Brownfield

## Scope Analysed

**Total Files Analysed**: 24

Read in full:

- `CLAUDE.md`
- `pipeline/pipeline.yml`
- `pipeline/codebuild.yml`
- `pipeline/stacks.yml`
- `pipeline/validate_stacks.py`
- `pipeline/README.md`
- `bootstrap/account-bootstrap.yml`
- `blueprints/hello-world/infra/hello-world.yml`
- `.gitignore`
- `docs/teams-chatbot-docs/Initial Research.md`
- `docs/teams-chatbot-docs/Teams Bot Setup - Findings 2026-04-06.md`
- `docs/teams-chatbot-docs/Research into in-tenant setup.md`
- `docs/teams-chatbot-docs/Teams Bot Channel Thread Replies - Research.md`
- `docs/WORKING-WITH-AIDLC.md`

Enumerated and classified without full read (documentation and CI):

- `README.md`, `blueprints/README.md`, `blueprints/hello-world/README.md`,
  `bootstrap/README.md`, `.claude/settings.json`, `.github/workflows/pr-checks.yml`,
  `tools/check`

Excluded from analysis by design:

- `aidlc-rules/**` (34 files) — verbatim vendored copy of `awslabs/aidlc-workflows`. Inert
  content, frozen, not part of the system under analysis.

Repository totals: 50 tracked files, of which 16 are tracked non-vendored.

## Artifacts Generated

- [x] `business-overview.md`
- [x] `architecture.md`
- [x] `code-structure.md`
- [x] `api-documentation.md`
- [x] `component-inventory.md`
- [x] `technology-stack.md`
- [x] `dependencies.md`
- [x] `code-quality-assessment.md`

## Analysis Constraints Applied

- **No credential values reproduced.** The reference documents include live secrets; none has
  been copied into any artifact. Credentials are referenced abstractly throughout. The exposure
  was reported to the user and logged in `audit.md` before any artifact was written.
- **No file outside `aidlc-docs/` was created or modified** during this stage.
- **`aidlc-rules/` was read but not analysed as system content**, and not modified.

## Staleness Basis

These artifacts describe the repository at commit `416891b` ("Vendor the AI-DLC rules from
awslabs/aidlc-workflows (#6)") on branch `c/fr266-wip`, with the untracked working-tree
additions noted in `component-inventory.md`. They become stale on any change to
`pipeline/pipeline.yml`, `pipeline/stacks.yml`, `pipeline/validate_stacks.py`,
`bootstrap/account-bootstrap.yml`, or the set of templates under `blueprints/`.
