\r \r

⚡ Digital Labour — 24 AI Agents for Business Automation\r

\r

Your entire back-office, automated. Run any of 24 specialized AI agents through plain English. Sales outreach, lead generation, content repurposing, SEO, ad copy, bookkeeping, proposals, market research, tech docs — all with built-in QA verification.\r \r

Quick Start\r

\r Set your API URL (or use the default production endpoint):\r

export DIGITAL_LABOUR_API_URL="https://bitrage-labour-api-production.up.railway.app"\r
```\r
\r
Test the connection:\r
```bash\r
python3 {baseDir}/scripts/dl-api.py health\r
```\r
\r
Run an agent:\r
```bash\r
python3 {baseDir}/scripts/dl-api.py run support_ticket '{"ticket_text": "My order has not arrived after 2 weeks"}'\r
```\r
\r
## Available Agents (24 Total)\r
\r
### Revenue & Sales (5 agents)\r
| Agent | Command | What it does |\r
|-------|---------|-------------|\r
| **sales_outreach** | `run sales_outreach '{"company":"Stripe","role":"Head of Sales"}'` | Company research + 3-email outreach sequence |\r
| **lead_gen** | `run lead_gen '{"industry":"fintech","region":"North America"}'` | Generate qualified lead lists for any industry |\r
| **email_marketing** | `run email_marketing '{"product":"SaaS CRM","audience":"small business owners"}'` | Full email campaign with subject lines + body copy |\r
| **proposal_writer** | `run proposal_writer '{"project":"Website redesign","client_name":"Acme Corp"}'` | Professional project proposals with pricing |\r
| **ad_copy** | `run ad_copy '{"product":"AI writing tool","platform":"google"}'` | Platform-optimized ad copy (Google/Facebook/Instagram) |\r
\r
### Content & Marketing (4 agents)\r
| Agent | Command | What it does |\r
|-------|---------|-------------|\r
| **content_repurpose** | `run content_repurpose '{"content":"\x3Cblog post text>"}'` | Repurpose content into tweets, LinkedIn, newsletters |\r
| **seo_content** | `run seo_content '{"keyword":"AI automation","content_type":"blog"}'` | SEO-optimized content (blog/landing/pillar pages) |\r
| **social_media** | `run social_media '{"topic":"AI trends","platform":"linkedin","cta_goal":"drive signups"}'` | Platform-native social posts with CTAs |\r
| **press_release** | `run press_release '{"announcement":"Product launch","company":"Bitrage"}'` | PR-ready press releases |\r
\r
### Operations & Data (4 agents)\r
| Agent | Command | What it does |\r
|-------|---------|-------------|\r
| **data_entry** | `run data_entry '{"source_data":"\x3Craw data>","output_format":"CSV"}'` | Structure and clean raw data |\r
| **web_scraper** | `run web_scraper '{"source_url":"https://example.com","extraction_target":"pricing"}'` | Extract structured data from web pages |\r
| **crm_ops** | `run crm_ops '{"contact_data":"\x3Ccontact info>","action":"segment"}'` | CRM updates, segmentation, and reporting |\r
| **bookkeeping** | `run bookkeeping '{"transactions":"\x3Ctransaction data>","period":"monthly"}'` | Transaction categorization and financial reports |\r
\r
### Documents & Research (4 agents)\r
| Agent | Command | What it does |\r
|-------|---------|-------------|\r
| **doc_extract** | `run doc_extract '{"document_text":"\x3Cdoc text>","doc_type":"invoice"}'` | Extract structured data from invoices, contracts, resumes |\r
| **market_research** | `run market_research '{"topic":"electric vehicles","depth":"detailed"}'` | Market analysis at overview/detailed/comprehensive depth |\r
| **business_plan** | `run business_plan '{"business_idea":"AI tutoring app","market":"K-12 education"}'` | Full business plans with financial projections |\r
| **tech_docs** | `run tech_docs '{"code_or_api":"\x3Ccode or API spec>","doc_type":"api"}'` | API docs, READMEs, and tutorials |\r
\r
### Professional Services (3 agents)\r
| Agent | Command | What it does |\r
|-------|---------|-------------|\r
| **support_ticket** | `run support_ticket '{"ticket_text":"\x3Ccustomer issue>"}'` | Categorize, prioritize, draft reply for support tickets |\r
| **product_desc** | `run product_desc '{"product_specs":"\x3Cspecs>","tone":"luxury"}'` | Product descriptions in any tone |\r
| **resume_writer** | `run resume_writer '{"career_data":"\x3Ccareer history>","target_industry":"tech"}'` | ATS-optimized resumes for any industry |\r
\r
### Management Layer (4 agents)\r
| Agent | Command | What it does |\r
|-------|---------|-------------|\r
| **context_manager** | Internal orchestration | Maintains context across multi-agent pipelines |\r
| **qa_manager** | Internal orchestration | Quality assurance on every agent output |\r
| **production_manager** | Internal orchestration | Workflow scheduling and resource allocation |\r
| **automation_manager** | Internal orchestration | Autonomous task routing and retry logic |\r
\r
## Helper Script\r
\r
`scripts/dl-api.py` — Python script (stdlib only) for all API operations.\r
\r
**Commands:**\r
| Command | Description |\r
|---------|-------------|\r
| `health` | Check API health status |\r
| `agents` | List all available agents with input schemas |\r
| `run \x3Cagent> \x3Cjson_inputs>` | Run a specific agent with JSON inputs |\r
| `batch \x3Cjson_file>` | Run multiple agents from a JSON batch file |\r
\r
**Examples:**\r
```bash\r
# Check health\r
python3 {baseDir}/scripts/dl-api.py health\r
\r
# List all agents\r
python3 {baseDir}/scripts/dl-api.py agents\r
\r
# Generate sales outreach\r
python3 {baseDir}/scripts/dl-api.py run sales_outreach '{"company":"Tesla","role":"VP Engineering"}'\r
\r
# Write a business plan\r
python3 {baseDir}/scripts/dl-api.py run business_plan '{"business_idea":"AI-powered pet care app","market":"pet owners 25-45"}'\r
\r
# Generate SEO content\r
python3 {baseDir}/scripts/dl-api.py run seo_content '{"keyword":"remote work tools 2026","content_type":"pillar"}'\r
\r
# Run a batch of tasks\r
python3 {baseDir}/scripts/dl-api.py batch {baseDir}/examples/batch.json\r
```\r
\r
## Batch Processing\r
\r
Create a JSON file with multiple tasks:\r
```json\r
[\r
  {"agent": "sales_outreach", "inputs": {"company": "Stripe", "role": "CTO"}},\r
  {"agent": "ad_copy", "inputs": {"product": "AI CRM", "platform": "facebook"}},\r
  {"agent": "seo_content", "inputs": {"keyword": "business automation", "content_type": "blog"}}\r
]\r
```\r
\r
Run them all:\r
```bash\r
python3 {baseDir}/scripts/dl-api.py batch tasks.json\r
```\r
\r
## Multi-Agent Workflows\r
\r
Chain agents together for complex operations:\r
\r
**Lead-to-Close Pipeline:**\r
1. `lead_gen` → find prospects in target industry\r
2. `market_research` → understand their pain points\r
3. `sales_outreach` → personalized outreach sequence\r
4. `proposal_writer` → ready proposal when they respond\r
\r
**Content Engine:**\r
1. `market_research` → trending topics in your niche\r
2. `seo_content` → long-form SEO blog post\r
3. `content_repurpose` → tweets, LinkedIn, newsletter from that post\r
4. `social_media` → platform-native posts with CTAs\r
5. `ad_copy` → paid promotion copy\r
\r
**Client Onboarding:**\r
1. `doc_extract` → pull data from client documents\r
2. `data_entry` → structure into your system format\r
3. `bookkeeping` → set up financial tracking\r
4. `crm_ops` → create CRM records\r
\r
## API Details\r
\r
- **Base URL**: `https://bitrage-labour-api-production.up.railway.app`\r
- **Universal Endpoint**: `POST /v1/run`\r
- **Agent List**: `GET /agents`\r
- **Health Check**: `GET /health`\r
- **Docs**: `GET /docs`\r
- **LLM Providers**: OpenAI (GPT-4o), Anthropic (Claude), Google (Gemini), xAI (Grok)\r
- **QA**: Every output passes through QA verification before returning\r
\r
## Environment Variables\r
\r
| Variable | Required | Default | Description |\r
|----------|----------|---------|-------------|\r
| `DIGITAL_LABOUR_API_URL` | Yes | `https://bitrage-labour-api-production.up.railway.app` | API base URL |\r
| `DIGITAL_LABOUR_API_KEY` | No | *(none)* | Optional API key for authenticated access |\r
\r
## Important Notes\r
\r
- Each agent call takes 3-15 seconds (real LLM inference, not cached)\r
- All outputs include QA verification status\r
- The `provider` field is optional in all agent inputs — omit to use the server default\r
- Management agents (context_manager, qa_manager, etc.) are internal and run automatically during pipelines\r
- Batch mode processes tasks sequentially to respect rate limits\r
- All agent outputs are structured JSON with consistent schema\r