Merge remote-tracking branch 'origin/main' into feature/cloud-agnostic

docs/REFERENCE.md

@@ -819,6 +819,8 @@ postgresql:
 
 **Email Notifications**: Enabled (`ENABLE_NOTIFY_MAIL: true`). SMTP credentials injected via `gitea-smtp-secret` using `additionalConfigFromEnvs` with `GITEA__mailer__USER` / `GITEA__mailer__PASSWD` environment variables.
 
+**Auto-Watch**: Disabled (`AUTO_WATCH_ON_CHANGES: false`, `AUTO_WATCH_NEW_REPOS: false`). Prevents contributors from being auto-subscribed to repo notifications on push, reducing email noise from CI bots (e.g., ai-review PR comments). Users who were already watching before this change need to manually unwatch or switch to "Only participating".
+
 **Endpoints**:
 - Web UI: `https://git.forteapps.net`
 - SSH: port 22 (ClusterIP)
@@ -876,6 +878,84 @@ dind:
 - Gitea admin panel (`/admin/runners`) — runners show as Online
 - Create test workflow in `.gitea/workflows/test.yml` — job executes
 
+### AI Code Review (ai-review)
+
+**Type**: Gitea Actions workflow (`.gitea/workflows/ai-review.yaml`)
+**Trigger**: `pull_request` events (`opened`, `synchronize`)
+**Runner**: `ubuntu-latest` (container: `nikitafilonov/ai-review:latest`)
+
+**Purpose**: Automated AI-powered code review on pull requests using Claude (Anthropic). Posts inline comments on changed lines and a PR summary comment highlighting infrastructure impact.
+
+**Architecture**:
+- Uses [xai-review](https://github.com/nicktechnologies/xai-review) Docker image
+- Shared configuration and prompts live in the `shared-prompts` Git submodule (→ `Forte/ai-review-prompts`)
+- Review mode: `ONLY_ADDED_WITH_CONTEXT` — reviews only new/changed lines plus surrounding context (token-efficient)
+- Agent mode: disabled (one-shot review, no multi-turn reasoning)
+- LLM: Claude Sonnet (`claude-sonnet-4-20250514`)
+
+**Shared Prompts Structure** (submodule: `Forte/ai-review-prompts`):
+```
+shared-prompts/
+  base/
+    security.md          # org-wide security rules (all profiles)
+  iac/
+    .ai-review.yaml      # IaC/GitOps profile config
+    inline.md            # inline review prompt
+    summary.md           # PR summary prompt
+  # future profiles: backend/, frontend/, etc.
+```
+
+**Configuration** (`shared-prompts/iac/.ai-review.yaml`):
+```yaml
+llm:
+  provider: CLAUDE
+  model: claude-sonnet-4-20250514
+vcs:
+  provider: GITEA
+review:
+  mode: ONLY_ADDED_WITH_CONTEXT
+agent:
+  enabled: false
+prompt:
+  inline_prompt_files:            # concatenated in order
+    - ./shared-prompts/base/security.md
+    - ./shared-prompts/iac/inline.md
+  summary_prompt_files:
+    - ./shared-prompts/iac/summary.md
+ignore:
+  - "*.sealed.yaml"
+  - "*.lock"
+  - "docs/**"
+```
+
+**Custom Prompts** (IaC profile):
+- `shared-prompts/base/security.md` — org-wide security rules, concatenated before every inline review prompt
+- `shared-prompts/iac/inline.md` — IaC-specific inline review (YAML, Helm, K8s manifests, shell scripts), max 7 comments
+- `shared-prompts/iac/summary.md` — PR summary: affected services/namespaces, infrastructure impact, security flags
+
+**Prompt composition**: ai-review does not support Jinja includes. Instead, list multiple files under `inline_prompt_files` / `summary_prompt_files` — they are concatenated in order with double newlines.
+
+**Adding a new profile**: Create a new directory (e.g., `backend/`) with its own `.ai-review.yaml`, `inline.md`, and `summary.md`. The `inline_prompt_files` list should include `base/security.md` first, then the profile-specific prompt. Reference it in the consuming repo's workflow: `AI_REVIEW_CONFIG_FILE_YAML=./shared-prompts/backend/.ai-review.yaml`
+
+**Required Secrets** (configure in Gitea repo or org settings):
+
+| Secret | Purpose |
+|--------|---------|
+| `ANTHROPIC_API_KEY` | Claude API key (from Anthropic console) |
+| `AI_REVIEW_TOKEN` | Gitea API token with `write:repository` + `read:repository` scopes (use a bot/service account) |
+
+**Setup Steps**:
+1. Create a Gitea bot/service account and generate an API token with `write:repository` + `read:repository` scopes
+2. Add `AI_REVIEW_TOKEN` secret in Gitea repo settings → Actions → Secrets
+3. Add `ANTHROPIC_API_KEY` secret with your Anthropic API key
+4. Ensure the `shared-prompts` submodule is initialized (`git submodule update --init`)
+5. Push the workflow file — it triggers automatically on PR creation/update
+
+**Verification**:
+- Open a PR with infrastructure changes → workflow runs → inline comments + summary appear
+- Check Gitea Actions tab for workflow run status and logs
+- Monitor Anthropic usage dashboard for token consumption
+
 ### Keycloak Client Registrar
 
 **Type**: CronJob (deployed via Keycloak Helm chart `extraDeploy`)