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Starter Kit - Everything here ships with your template. You own the code - modify, extend, or delete as needed.

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What’s Included

When you create a new Conductor project, you get a complete starter kit of production-ready components:
CategoryCountDescription
System Agents9Reusable agents for common tasks
System Ensembles6Ready-to-deploy workflows
Built-in Agents2Framework-level agents (configure only)
Debug Tools8Development and testing utilities
Looking for prompts, schemas, scripts, or templates? See Components for documentation on creating and versioning these resources.

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System Agents

Standalone agents you can use as building blocks in your ensembles:

fetch

HTTP client with retries and exponential backoff

validate

Multi-evaluator validation (rules, LLM judge, NLP, embeddings)

scrape

3-tier web scraping with bot detection

slug

URL-safe slug generation (nanoid, UUID, base62)

tools

MCP (Model Context Protocol) tool invocation

queries

SQL query execution via Hyperdrive/D1

autorag

Cloudflare AutoRAG - fully managed RAG service

redirect

URL redirect operations (permanent, expiring, magic links)

docs

Documentation generation and serving

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System Ensembles

Complete workflows ready to deploy:

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Infrastructure

Redirects

URL shortening with resolve + management API

Documentation

Auto-generated docs with OpenAPI support

Health Check

/health endpoint for monitoring

Error Pages

Styled 401, 403, 404, 500 pages

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SEO

Robots.txt

Dynamic robots.txt generation

Sitemap

XML sitemap generation

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Built-in Agents

Built-in - Framework-level agents. Configure only - source is not editable.
These agents require deep platform integration (Durable Objects, Vectorize, Cloudflare AI) and are maintained by the Conductor team:

rag

Manual RAG with Cloudflare AI & Vectorize

hitl

Human-in-the-loop approval workflows
For zero-config RAG, see autorag (starter kit, fully managed).

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Debug Tools

Development utilities for testing and troubleshooting:

Debug Agents

echo, delay, inspect-context

Debug Ensembles

ping, echo, headers, info, slow

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Directory Structure

your-project/
├── agents/
│   ├── system/           # System agents (fetch, validate, scrape, etc.)
│   ├── debug/            # Debug agents (echo, delay, inspect-context)
│   ├── examples/         # Example agents for reference
│   └── user/             # Your custom agents go here
│
├── ensembles/
│   ├── system/           # System ensembles (health, robots, errors, etc.)
│   ├── debug/            # Debug ensembles (ping, headers, info, etc.)
│   ├── examples/         # Example ensembles for reference
│   └── user/             # Your custom ensembles go here
│
├── prompts/              # Prompt templates
├── schemas/              # JSON schemas
├── queries/              # SQL queries
├── scripts/              # TypeScript scripts
├── templates/            # Email/HTML/PDF templates
└── configs/              # Configuration files

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Customization Philosophy

You own everything in the starter kit. Unlike built-in agents which are framework-level and configure-only, starter kit components are:
  1. Fully editable - Modify the source code directly
  2. Deletable - Remove what you don’t need
  3. Copyable - Duplicate and customize for variants
  4. Versionable - Track changes in Git like any other code

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Example: Customizing the Redirect Agent

# agents/system/redirect/redirect.yaml
name: redirect
version: 1.0.0  # Bump when you modify

# Add your custom config options
config:
  schema:
    properties:
      kvBinding:
        default: MY_CUSTOM_KV  # Change the default
      slugLength:
        default: 10            # Longer slugs

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When to Use What

NeedUse
URL shorteningRedirects
API documentationDocumentation
Data validationvalidate agent
External API callsfetch agent
Web scrapingscrape agent
Vector search (managed)autorag agent
Vector search (custom)rag built-in
Human approvalhitl built-in
MCP toolstools agent
Database queriesqueries agent

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Next Steps

Built-in Agents

Framework-level agents (RAG, HITL)

Creating Agents

Build your own agents

Writing Ensembles

Compose workflows

Operations

Available operations reference