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EffortlessAPI
Ecosystem

Any source. Any target.
One rulebook in between.

Effortless skills
Rulebook editor
Excel
Airtable
Notion
Knack
Sheets · JSON · YAML
any source

effortless build

effortless-rulebook
.json

derives
Postgres
React app
RuleSpeak®
Explainer DAG
Python · Go · C#
REST · GraphQL
Excel · OWL · COBOL

The Pipeline

Three steps.
One source of truth.

1 · Authoring

How projects start

  • -Describe the rules in plain language
  • -Effortless skills write the rulebook
  • -Read it back in RuleSpeak®

Or import an existing system

  • -Excel
  • -Airtable
  • -Notion
  • -Knack
  • -Google Sheets
  • -JSON, YAML, etc.

Can't find your stack? Give us a call.

2 · Rulebook

The universal layer

  • -effortless-rulebook.json
  • -Schema, relationships, business rules
  • -Version controlled
  • -Diffable & auditable

3 · Derived Outputs

Database

  • -Postgres
  • -SQL Server
  • -No-SQL

Languages

  • -C# · Entity Framework
  • -Python · Pydantic
  • -TypeScript · Zod
  • -Go structs

APIs & Specs

  • -REST scaffolding
  • -GraphQL schema
  • -Swagger & Postman
  • -Documentation

Explainability

  • -RuleSpeak® narratives
  • -Explainer DAG provenance
  • -Live Excel workbook
  • -OWL · UML · COBOL

Postgres is our most complete substrate: full schema, functions, views, and Row-Level Security all derived from the rulebook.

Learn about pg-rulebook →
Also derived

Integrations & Testing: service adapters, federated data access, RLS policies, and test scaffolding

What a Seed Delivers

A ready-to-clone repo.
Not a template to fill in by hand.

Every seed is a working project with the right tools already installed and wired together for your chosen stack. Clone it, fill in your credentials, run rebuild. Your pipeline is live.

In the repo

  • -effortless.json - pre-configured with your transpilers
  • -.env.example - connection strings stubbed out
  • -rebuild script - runs the full pipeline end-to-end
  • -Language project files - .csproj, go.mod, pyproject.toml, etc.
  • -CI workflow - pre-wired for GitHub Actions or GitLab CI

After first run

  • ✓Live schema source connected
  • ✓Postgres DB with matching structure
  • ✓Generated classes / types in /generated
  • ✓API scaffolding ready to extend
  • ✓Docs built and readable
  • ✓CI ready to rebuild on every schema change

Getting Started

Three prompts to a
running pipeline.

All you need is Claude Code. The Effortless skills and CLI are open source and free to use.

1

Add Effortless to Claude Code

Two commands install the Effortless skills. Claude installs the CLI and anything else it needs.

2

Describe your app, or point at your system

Describe your domain in plain language, or import what you already have from Excel, Airtable and more. Claude writes the rulebook.

3

Pick your targets and build

Ask for the outputs you need. Postgres, Python, Excel, RuleSpeak® and the rest are derived from the same rulebook, and stay in sync.

Don't see your stack?

The pipeline is composable. If your team uses a source, language, database, or CI tool not listed here, let's talk. We add new transpilers regularly and can build custom combinations for you.