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3:T4539,
# Agent Task Index

This document lists common AI agent tasks with the relevant documentation and endpoints needed to complete them.

**Machine-Readable Endpoints:**

- `https://assistdocs.asimo.io/agent/index.json` - Documentation metadata
- `https://assistdocs.asimo.io/agent/docs.json` - Full document list with filtering
- `https://assistdocs.asimo.io/agent/tasks.json` - Common agent tasks with commands
- `https://assistdocs.asimo.io/search-index.json` - Full-text search index
- `https://assistdocs.asimo.io/agent/repo-index.json` - Repository structure index
- `https://assistdocs.asimo.io/agent/repo/manifest.json` - Key files manifest
- `https://assistdocs.asimo.io/agent/repo/files/{path}.json` - Source file content
- `https://assistdocs.asimo.io/agent/doc-code-map.json` - Doc ↔ code crosswalk mapping

---

## Common Tasks

### 1. Understand Project Status

**Goal**: Get current state of all components

**Key Documents:**

- [Implementation Status](../overview/IMPLEMENTATION_STATUS.md) - **Source of truth**
- [START_HERE.md](../START_HERE.md) - Project orientation

**API Endpoint:**

```bash
curl https://assistdocs.asimo.io/agent/docs.json | jq '.[] | select(.category == "overview")'
```

---

### 2. Implement a Project Phase

**Goal**: Complete a development phase (0-15)

**Key Documents:**

- [Implementation Status](../overview/IMPLEMENTATION_STATUS.md) - Check prerequisites
- `docs/phases/PHASE_XX_*.md` - Phase instructions
- [Claude Execution Guide](../CLAUDE_EXECUTION_GUIDE.md) - Process guidelines
- [Claude Prompts](../CLAUDE_PROMPTS.md) - Ready-to-use prompts

**Workflow:**

1. Check phase prerequisites in Implementation Status
2. Read the specific phase document
3. Follow Claude Execution Guide workflow
4. Update Implementation Status when complete

---

### 3. Debug Backend Issues

**Goal**: Diagnose and fix API Gateway, database, or cache problems

**Key Documents:**

- [Backend Debugging](../debugging/DEBUGGING_BACKEND.md)
- [Debugging Overview](../debugging/DEBUGGING_OVERVIEW.md)
- [Backend Architecture](../BACKEND_ARCHITECTURE.md)

**Quick Commands:**

```bash
# Check API Gateway logs
docker logs voiceassist-server --tail 100

# Check health
curl http://localhost:8000/health

# Check database
psql -c "SELECT count(*) FROM pg_stat_activity WHERE datname = 'voiceassist'"
```

---

### 4. Debug Frontend Issues

**Goal**: Diagnose and fix React web app or admin panel problems

**Key Documents:**

- [Frontend Debugging](../debugging/DEBUGGING_FRONTEND.md)
- [Debugging Overview](../debugging/DEBUGGING_OVERVIEW.md)
- [Frontend Architecture](../FRONTEND_ARCHITECTURE.md)

**Quick Commands:**

```bash
# Check for TypeScript errors
cd apps/web-app && pnpm tsc --noEmit

# Run tests
pnpm test

# Development server
pnpm dev
```

---

### 5. Debug Voice/Realtime Issues

**Goal**: Diagnose WebSocket, STT, or TTS problems

**Key Documents:**

- [Voice & Realtime Debugging](../debugging/DEBUGGING_VOICE_REALTIME.md)
- [Realtime Architecture](../REALTIME_ARCHITECTURE.md)
- [Voice Mode Pipeline](../VOICE_MODE_PIPELINE.md)

**Key Files:**

- `apps/web-app/src/hooks/useRealtimeVoiceSession.ts`
- `apps/web-app/src/components/voice/VoiceModePanel.tsx`
- `services/api-gateway/app/api/voice.py`

---

### 6. Update Documentation

**Goal**: Add or modify documentation

**Key Documents:**

- [Internal Docs System](../INTERNAL_DOCS_SYSTEM.md)
- [Agent API Reference](./AGENT_API_REFERENCE.md)

**Workflow:**

1. Edit markdown files in `docs/`
2. Add proper frontmatter with metadata (see [Metadata Standard](../DOCUMENTATION_METADATA_STANDARD.md))
3. Validate: `cd apps/docs-site && pnpm validate:all`
4. Regenerate search index and agent JSON: `pnpm generate-search-index && pnpm generate-agent-json`
5. Build: `pnpm build`
6. Deploy: Copy `out/` to `/var/www/assistdocs.asimo.io/`

---

### 7. Add New API Endpoint

**Goal**: Implement a new REST API route

**Key Documents:**

- [API Reference](../API_REFERENCE.md)
- [Backend Architecture](../BACKEND_ARCHITECTURE.md)
- `services/api-gateway/README.md`

**Key Paths:**

- Route handlers: `services/api-gateway/app/api/`
- Services: `services/api-gateway/app/services/`
- Models: `services/api-gateway/app/models/`
- Tests: `services/api-gateway/tests/`

---

### 8. Work on Admin Panel

**Goal**: Implement admin panel features

**Key Documents:**

- [Admin Panel Implementation Plan](../admin/ADMIN_PANEL_IMPLEMENTATION_PLAN.md) - **Canonical implementation roadmap**
- [Admin Panel Specs](../ADMIN_PANEL_SPECS.md) - Full specifications
- [Implementation Status](../overview/IMPLEMENTATION_STATUS.md) - Current status

**Key Paths:**

- Backend: `services/api-gateway/app/api/admin_*.py`
- Frontend: `apps/admin-panel/src/`
- Shared types: `packages/types/src/admin/`

**Implementation Plan Phases:**

1. **Phase 1**: Backend-to-Admin Service Matrix
2. **Phase 2**: Admin API Enhancement Plan
3. **Phase 3**: Admin Panel UI Implementation
4. **Phase 4**: API Client Integration
5. **Phase 5**: Security & Compliance
6. **Phase 6**: Testing Strategy
7. **Phase 7**: Deployment & Rollout

**Admin Feature Categories:**

| Category        | API Prefix                  | UI Route                |
| --------------- | --------------------------- | ----------------------- |
| Voice/Realtime  | `/api/admin/voice/*`        | `/voice`                |
| Integrations    | `/api/admin/integrations/*` | `/integrations`         |
| Tools           | `/api/admin/tools/*`        | `/tools`, `/tools/logs` |
| Security/PHI    | `/api/admin/phi/*`          | `/security`             |
| Backups/DR      | `/api/admin/backups/*`      | `/backups`              |
| Troubleshooting | `/api/admin/logs/*`         | `/troubleshooting`      |

**Critical Requirements:**

- All endpoints must enforce RBAC (admin or viewer role)
- All mutations must emit audit logs
- PHI must be masked in all responses
- See Implementation Plan §5.6 for forbidden actions

---

### 9. Security/Compliance Work

**Goal**: HIPAA compliance, security hardening

**Key Documents:**

- [Security Compliance](../SECURITY_COMPLIANCE.md)
- [Semantic Search Design](../SEMANTIC_SEARCH_DESIGN.md) - PHI detection

---

### 10. Infrastructure/Deployment

**Goal**: Docker, Kubernetes, monitoring setup

**Key Documents:**

- [Infrastructure Setup](../INFRASTRUCTURE_SETUP.md)
- [Compose to K8s Migration](../COMPOSE_TO_K8S_MIGRATION.md)

---

### 11. Docs Health Audit

**Goal**: Assess documentation quality and identify improvement areas

**Key Documents:**

- [Documentation Metadata Standard](../DOCUMENTATION_METADATA_STANDARD.md)
- [Internal Docs System](../INTERNAL_DOCS_SYSTEM.md)
- [Agent API Reference](./AGENT_API_REFERENCE.md)

**Workflow:**

1. Fetch health metrics: `curl https://assistdocs.asimo.io/agent/health.json`
2. Run local validation: `cd apps/docs-site && pnpm validate:all`
3. Check AI summary coverage: `curl https://assistdocs.asimo.io/agent/docs-summary.json | jq '.stats'`
4. Identify stale docs from health.json `category_freshness` section
5. Add missing `ai_summary` fields to docs targeting AI agents

**Quick Commands:**

```bash
cd apps/docs-site

# Run all validation checks
pnpm validate:all

# Check for docs missing ai_summary
pnpm validate:metadata 2>&1 | grep "Missing ai_summary"

# Regenerate agent JSON after fixes
pnpm generate-agent-json
```

---

## Repository Navigation Tasks

These tasks leverage the machine-readable repository endpoints to explore and understand the codebase.

### 12. Discover Repository Components

**Goal**: List and understand all major components in the codebase

**API Endpoints:**

- `https://assistdocs.asimo.io/agent/repo-index.json` - Full repository structure
- `https://assistdocs.asimo.io/agent/repo/manifest.json` - Key files manifest

**Workflow:**

```bash
# List all component categories
curl https://assistdocs.asimo.io/agent/repo-index.json | jq '.stats.by_component'

# Find all frontend components
curl https://assistdocs.asimo.io/agent/repo-index.json | jq '[.entries[] | select(.component | startswith("frontend"))]'

# Find all backend services
curl https://assistdocs.asimo.io/agent/repo-index.json | jq '[.entries[] | select(.component | startswith("backend"))]'

# Get language breakdown
curl https://assistdocs.asimo.io/agent/repo-index.json | jq '.stats.by_language'
```

**Key Documents:**

- [Agent API Reference](./AGENT_API_REFERENCE.md) - Full endpoint documentation
- [Repo Navigation for Agents](./REPO_NAVIGATION_FOR_AGENTS.md) - Patterns and examples

---

### 13. Locate Feature Implementation

**Goal**: Given a feature name, find relevant implementation files

**API Endpoints:**

- `https://assistdocs.asimo.io/agent/repo-index.json` - File paths by component
- `https://assistdocs.asimo.io/agent/repo/files/{encoded-path}.json` - Source code content
- `https://assistdocs.asimo.io/search-index.json` - Full-text search

**Workflow:**

1. Search documentation for feature context:

   ```bash
   curl https://assistdocs.asimo.io/agent/docs.json | jq '.docs[] | select(.title | test("voice"; "i"))'
   ```

2. Find implementation files by component:

   ```bash
   # Voice features are in backend/api-gateway and frontend/web-app
   curl https://assistdocs.asimo.io/agent/repo-index.json | jq '[.entries[] | select(.path | test("voice"; "i"))]'
   ```

3. Get source code for specific file:

   ```bash
   # Path encoding: / → __ (double underscore)
   # Example: services/api-gateway/app/api/voice.py → services__api-gateway__app__api__voice.py.json
   curl https://assistdocs.asimo.io/agent/repo/files/services__api-gateway__app__api__voice.py.json
   ```

4. Cross-reference with documentation:
   ```bash
   curl https://assistdocs.asimo.io/agent/docs.json | jq '.docs[] | select(.tags | index("voice"))'
   ```

**Key Documents:**

- [Voice Mode Pipeline](../VOICE_MODE_PIPELINE.md) - Voice architecture
- [Backend Architecture](../BACKEND_ARCHITECTURE.md) - Service structure
- [Frontend Architecture](../FRONTEND_ARCHITECTURE.md) - App structure

---

### 14. Audit Implementation vs Documentation

**Goal**: Compare documentation claims against actual code implementation

**API Endpoints:**

- `https://assistdocs.asimo.io/agent/docs.json` - Documentation metadata
- `https://assistdocs.asimo.io/agent/repo-index.json` - Repository structure
- `https://assistdocs.asimo.io/agent/repo/files/{encoded-path}.json` - Source code

**Workflow:**

1. Identify feature documentation:

   ```bash
   curl https://assistdocs.asimo.io/agent/docs.json | jq '.docs[] | select(.category == "admin")'
   ```

2. Extract documented paths/endpoints from docs
3. Verify files exist in repo-index:

   ```bash
   curl https://assistdocs.asimo.io/agent/repo-index.json | jq '[.entries[] | select(.path | test("admin"))]'
   ```

4. Fetch and compare source code:

   ```bash
   curl https://assistdocs.asimo.io/agent/repo/files/services__api-gateway__app__api__admin.py.json | jq '.content'
   ```

5. Report discrepancies:
   - Missing files referenced in docs
   - Undocumented endpoints in code
   - Version/status mismatches

**Key Documents:**

- [Implementation Status](../overview/IMPLEMENTATION_STATUS.md) - Component status matrix
- [API Reference](../API_REFERENCE.md) - Documented endpoints
- [Documentation Metadata Standard](../DOCUMENTATION_METADATA_STANDARD.md) - Status values

---

### 15. Explore Codebase by Language

**Goal**: Find all files of a specific programming language

**API Endpoint:**

- `https://assistdocs.asimo.io/agent/repo-index.json`

**Workflow:**

```bash
# Find all TypeScript files
curl https://assistdocs.asimo.io/agent/repo-index.json | jq '[.entries[] | select(.language == "typescript")]'

# Find all Python files
curl https://assistdocs.asimo.io/agent/repo-index.json | jq '[.entries[] | select(.language == "python")]'

# Count files by language
curl https://assistdocs.asimo.io/agent/repo-index.json | jq '.stats.by_language'

# Find configuration files (YAML, JSON, TOML)
curl https://assistdocs.asimo.io/agent/repo-index.json | jq '[.entries[] | select(.language | . == "yaml" or . == "json" or . == "toml")]'
```

**Supported Languages:**

typescript, javascript, python, markdown, json, yaml, toml, html, css, scss, shell, dockerfile, terraform, prisma, graphql

---

### 16. Find Entry Points and Configuration

**Goal**: Quickly locate main entry points and config files

**API Endpoint:**

- `https://assistdocs.asimo.io/agent/repo/manifest.json` - Curated key files

**Workflow:**

```bash
# Get all exported key files
curl https://assistdocs.asimo.io/agent/repo/manifest.json | jq '.files'

# Find package.json files (entry points)
curl https://assistdocs.asimo.io/agent/repo/manifest.json | jq '[.files[] | select(.path | endswith("package.json"))]'

# Find Python entry points
curl https://assistdocs.asimo.io/agent/repo/manifest.json | jq '[.files[] | select(.path | endswith("main.py"))]'

# Get root configuration files
curl https://assistdocs.asimo.io/agent/repo/manifest.json | jq '[.files[] | select(.path | contains("/") | not)]'
```

**Key Files Categories:**

| Category      | Examples                                     |
| ------------- | -------------------------------------------- |
| Root Config   | package.json, turbo.json, docker-compose.yml |
| API Gateway   | main.py, config.py, requirements.txt         |
| Web App       | next.config.js, page.tsx, layout.tsx         |
| Admin Panel   | next.config.js, page.tsx, layout.tsx         |
| Documentation | START_HERE.md, AGENT_ONBOARDING.md           |

---

## Doc-Code Crosswalk Tasks

These tasks use the `/agent/doc-code-map.json` endpoint to navigate between documentation and code.

### 17. Doc-Code Crosswalk Audit

**Goal**: Ensure docs' `relatedPaths` point to real files and key code files have documentation

**API Endpoints:**

- `https://assistdocs.asimo.io/agent/doc-code-map.json`
- `https://assistdocs.asimo.io/agent/repo/manifest.json`

**Workflow:**

```bash
# 1. Check for missing paths (relatedPaths that don't exist in repo)
curl https://assistdocs.asimo.io/agent/doc-code-map.json | jq '.meta.missing_paths'

# 2. Get stats on doc-code coverage
curl https://assistdocs.asimo.io/agent/doc-code-map.json | jq '.meta.stats'

# 3. Find key files in manifest that have no docs
curl https://assistdocs.asimo.io/agent/doc-code-map.json -o map.json
curl https://assistdocs.asimo.io/agent/repo/manifest.json | \
  jq --slurpfile map map.json '[.files[].path] - [($map[0].by_path | keys)[]]'
```

**Report Format:**

- List paths in `missing_paths` that need fixing in source docs
- List key manifest files without documentation
- Recommend adding `relatedPaths` to important docs

---

### 18. Explain This File Using Related Docs

**Goal**: Given a repo path, pull relevant docs and summarize the file's purpose

**API Endpoints:**

- `https://assistdocs.asimo.io/agent/doc-code-map.json`
- `https://assistdocs.asimo.io/agent/docs.json`
- `https://assistdocs.asimo.io/agent/repo/files/{encoded}.json`

**Workflow:**

```bash
# Example: Explain services/api-gateway/app/api/voice.py

# 1. Find docs that reference this file
curl https://assistdocs.asimo.io/agent/doc-code-map.json | \
  jq '.by_path["services/api-gateway/app/api/voice.py"].docs'

# 2. Get those docs' ai_summary
SLUGS=$(curl -s https://assistdocs.asimo.io/agent/doc-code-map.json | \
  jq -r '.by_path["services/api-gateway/app/api/voice.py"].docs[]')
for slug in $SLUGS; do
  curl -s https://assistdocs.asimo.io/agent/docs.json | \
    jq --arg s "$slug" '.docs[] | select(.slug == $s) | {title, ai_summary}'
done

# 3. Get the file content
curl https://assistdocs.asimo.io/agent/repo/files/services__api-gateway__app__api__voice.py.json | \
  jq '.content'
```

**Output**: Combine docs' `ai_summary` fields with file content to explain purpose.

---

### 19. Find Implementation for a Feature

**Goal**: Given a feature name, find both docs and code

**API Endpoints:**

- `https://assistdocs.asimo.io/agent/docs.json`
- `https://assistdocs.asimo.io/agent/doc-code-map.json`

**Workflow:**

```bash
# Example: Find everything about "voice mode"

# 1. Find docs mentioning the feature
curl https://assistdocs.asimo.io/agent/docs.json | \
  jq '[.docs[] | select(.title | test("voice"; "i")) | {slug, title, component, relatedPaths}]'

# 2. Get code files from those docs
curl https://assistdocs.asimo.io/agent/doc-code-map.json | \
  jq '[.by_doc_slug | to_entries[] | select(.key | test("voice"; "i")) | .value.relatedPaths] | flatten | unique'

# 3. Find docs for specific component
curl https://assistdocs.asimo.io/agent/doc-code-map.json | \
  jq '[.by_doc_slug | to_entries[] | select(.value.component == "backend/api-gateway") | .key]'
```

---

## Filtering Documents by Task

Use the agent JSON API to filter documents:

```javascript
// Fetch all docs
const response = await fetch("https://assistdocs.asimo.io/agent/docs.json");
const data = await response.json();

// Filter by category
const debuggingDocs = data.docs.filter((d) => d.category === "debugging");

// Filter by audience (use canonical 'ai-agents' value)
const agentDocs = data.docs.filter((d) => d.audience && d.audience.includes("ai-agents"));

// Filter by tag
const backendDocs = data.docs.filter((d) => d.tags && d.tags.includes("backend"));

// Find docs with ai_summary
const docsWithSummary = data.docs.filter((d) => d.ai_summary);
```

---

## Related Documentation

- [Agent Onboarding](./AGENT_ONBOARDING.md) - Getting started
- [Agent API Reference](./AGENT_API_REFERENCE.md) - Endpoint details
- [Implementation Status](../overview/IMPLEMENTATION_STATUS.md) - Component status
- [Claude Execution Guide](../CLAUDE_EXECUTION_GUIDE.md) - Workflow guidelines
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