genlayerlabs/genlayer-project-boilerplatePublic

AI summary: Boilerplate code and tools for building intelligent contracts on the GenLayer platform.

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TypeScriptMITCreated Jun 28, 2024Last push 25d agoLatest release v0.2.0+348 stars this week+1.2K this month

Quick answers

What is genlayer-project-boilerplate?
Boilerplate code and tools for building intelligent contracts on the GenLayer platform.
What does genlayer-project-boilerplate do?
This boilerplate project provides a foundational template for developing GenLayer use cases, featuring an example football betting intelligent contract. It includes a complete suite of testing tools, ranging from fast, in-memory direct mode tests with web and LLM mocking to full end-to-end integration tests against GenLayer Studio. The project integrates a specialized GenVM linter to catch non-deterministic operations and forbidden imports before deployment. It also features a production-ready Next.js 15 frontend configured with TypeScript, TanStack Query, and Radix UI to interact with the deployed contracts. Developers can deploy their Python-based intelligent contracts using the provided deployment scripts and CLI.
Who is genlayer-project-boilerplate for?
Blockchain developers and AI engineers creating decentralized applications that require real-world data and LLM reasoning. It requires Python 3.12 and the GenLayer CLI.
How do I get started with genlayer-project-boilerplate?
python3 -m venv .venv
How popular is genlayer-project-boilerplate on GitHub?
genlayerlabs/genlayer-project-boilerplate has 18,411 stars and 876 forks on GitHub, and gained 348 stars in the last 7 days.
What license does genlayer-project-boilerplate use?
genlayerlabs/genlayer-project-boilerplate is released under the MIT license.

Star history

since Jul 29, 2026
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18.4K stars as of Oct 4, 2026. Measured daily since Jul 29, 2026; GitHub no longer exposes earlier star timestamps.

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Signals and awards

derived from tracked data
  • Widely adopted

    18,411 stars

  • Permissive license

    MIT

  • Repeat trending

    6 trending appearances

What genlayer-project-boilerplate does

This boilerplate project provides a foundational template for developing GenLayer use cases, featuring an example football betting intelligent contract. It includes a complete suite of testing tools, ranging from fast, in-memory direct mode tests with web and LLM mocking to full end-to-end integration tests against GenLayer Studio. The project integrates a specialized GenVM linter to catch non-deterministic operations and forbidden imports before deployment. It also features a production-ready Next.js 15 frontend configured with TypeScript, TanStack Query, and Radix UI to interact with the deployed contracts. Developers can deploy their Python-based intelligent contracts using the provided deployment scripts and CLI.

Blockchain developers and AI engineers creating decentralized applications that require real-world data and LLM reasoning. It requires Python 3.12 and the GenLayer CLI.

  • Intelligent Contracts: Provides example Python contracts that interact directly with the web and LLMs to resolve real-world outcomes.
  • Direct Mode Testing: Enables ultra-fast in-memory unit tests that mock external HTTP requests and LLM responses.
  • GenVM Linting: Performs static analysis on Python contracts to enforce determinism and validate storage types before deployment.
  • Studio Integration: Supports full end-to-end testing against GenLayer Studio to verify consensus behavior.
  • Modern Web Frontend: Includes a Next.js 15 application utilizing TanStack Query and Radix UI for interacting with contracts.

Where teams use it

Prediction Markets

Build intelligent contracts that automatically resolve bets by fetching and parsing real-world sports data.

AI-Driven Smart Contracts

Develop blockchain applications that utilize LLMs to evaluate subjective or complex real-world conditions.

Rapid Contract Prototyping

Use direct mode testing to iterate quickly on contract logic without waiting for blockchain consensus.

Full-Stack Web3 Applications

Deploy an intelligent contract and immediately connect it to a modern Next.js frontend.

Getting started: python3 -m venv .venv

README

main branch

Sample GenLayer project

License: MIT Discord Telegram Twitter GitHub star chart

About

This project includes the boilerplate code for a GenLayer use case implementation, specifically a football bets game.

What's included

  • An example intelligent contract (Football Bets) with web access and LLM integration
  • Direct mode tests — fast, in-memory unit tests with web/LLM mocking (~ms per test)
  • Integration tests — full end-to-end tests against GenLayer Studio
  • Contract linting — static analysis to catch common contract issues before deployment
  • CI pipeline — GitHub Actions workflow for linting and direct tests
  • A production-ready Next.js 15 frontend with TypeScript, TanStack Query, and Radix UI
  • Configuration file template and deployment scripts

Requirements

  • Python >= 3.12
  • GenLayer CLI globally installed: npm install -g genlayer
  • GenLayer Studio (for integration tests and deployment): Install from Docs or use the hosted GenLayer Studio

Project Structure

contracts/              # Python intelligent contracts
tests/
  direct/               # Fast in-memory tests (no Studio required)
    test_create_bet.py   # Bet creation logic
    test_resolve_bet.py  # Bet resolution with web/LLM mocks
    test_views.py        # Read-only view methods
  integration/           # Full tests against GenLayer Studio
    test_football_bets.py
    fixtures.py          # Expected state fixtures
frontend/               # Next.js 15 app (TypeScript, TanStack Query, Radix UI)
deploy/                 # TypeScript deployment scripts
gltest.config.yaml      # Test runner network configuration
pyproject.toml          # Python/pytest configuration
.github/workflows/      # CI pipeline

Quick Start

1. Set up Python environment

python3 -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt

2. Lint your contracts

Run the GenVM linter to catch issues before deployment:

genvm-lint check contracts/football_bets.py

The linter catches:

  • Forbidden imports and non-deterministic calls
  • Invalid storage types (must use TreeMap, DynArray, u256, etc.)
  • Missing decorators and return type annotations
  • Non-deterministic operations outside equivalence principle blocks
  • And 20+ other rules

3. Run direct mode tests

Direct mode tests run contracts in-memory without needing GenLayer Studio. They use mocks for web requests and LLM calls, giving you fast feedback (~milliseconds per test):

pytest tests/direct/ -v

Direct mode features used in these tests:

  • direct_deploy("contracts/file.py") — deploy contract in memory
  • direct_vm.sender = address — set transaction sender
  • direct_vm.mock_web(pattern, response) — mock HTTP/render calls
  • direct_vm.mock_llm(pattern, response) — mock LLM responses
  • direct_vm.expect_revert("message") — assert expected failures
  • direct_vm.clear_mocks() — reset mocks between calls

4. Deploy the contract

  1. Choose your network: genlayer network
  2. Deploy: genlayer deploy (runs the script in /deploy/deployScript.ts)

5. Run integration tests

Integration tests deploy the contract to GenLayer Studio and test with real consensus:

gltest tests/integration/ -v -s

These require GenLayer Studio running (local or hosted).

6. Set up the frontend

  1. Copy frontend/.env.example to frontend/.env
  2. Add your deployed contract address as NEXT_PUBLIC_CONTRACT_ADDRESS
  3. Run:
cd frontend
npm install
npm run dev

The app will be available at http://localhost:3000/.

How the Football Bets Contract Works

  1. Creating Bets: Users bet on a football match by providing the game date, teams, and predicted winner.
  2. Resolving Bets: After the match, the contract fetches results from BBC Sport, uses an LLM to extract the score, and validates via the equivalence principle.
  3. Points: Correct predictions earn points. Users can query their points or the leaderboard.

Testing Strategy

Test Type Command Speed Requires Studio
Lint genvm-lint check contracts/*.py ~250ms No
Direct pytest tests/direct/ -v ~ms/test No
Integration gltest tests/integration/ -v -s ~min/test Yes

Recommended workflow:

  1. Lint after every contract change
  2. Run direct tests frequently during development
  3. Run integration tests before deployment to verify consensus behavior

For AI coding agents (Claude Code, Cursor, etc.), the linter and direct tests provide the fast feedback loop needed for iterative development without requiring a running Studio instance.

Community

  • Discord: Discussions, support, and announcements
  • Telegram: Informal chats and quick updates

Documentation

For detailed information, see our documentation.

License

This project is licensed under the MIT License - see the LICENSE file for details.

View on GitHub

Recent activity

commits and pull requests

Recent open issues

view all
  • Nothing much.

    #98 · 4d ago · by alext1works-creator · 1 comments

  • lol

    #97 · 5d ago · by tabellion8618438

  • genlayerlab boilerplate

    #94 · 12d ago · by Babs900 · 2 comments

  • Test

    #93 · 15d ago · by guntursider-rgb

  • vhjbnkl

    #87 · 1mo ago · by mustafanamouz

Releases and announcements

2 total
  1. v0.2.0v0.2.0Dec 9, 2025

    ## What's Changed * feat: integrate genlayer test by @danieljrc888 in https://github.com/genlayerlabs/genlayer-project-boilerplate/pull/9 * feat: deploy script by @epsjunior in https://github.com/genlayerlabs/genlayer-project-boilerplate/pull/8 * fix: update intelligent contract extension to .py by @danieljrc888 in https://github.com/genlayerlabs/genlayer-project-boilerplate/pull/10 * Update genlayer-js to v0.18.3 by @albert-mr in https://github.com/genlayerlabs/genlayer-project-boilerplate/pull/13 * feat: migrate to Next.js with latest genlayer-js SDK by @albert-mr in https://github.com/genlayerlabs/genlayer-project-boilerplate/pull/14 ## New Contributors * @danieljrc888 made their first contribution in https://github.com/genlayerlabs/genlayer-project-boilerplate/pull/9 * @epsjunior made their first contribution in https://github.com/genlayerlabs/genlayer-project-boilerplate/pull/8 * @albert-mr made their first contribution in https://github.com/genlayerlabs/genlayer-project-boilerplate/pull/13 **Full Changelog**: https://github.com/genlayerlabs/genlayer-project-boilerplate/compare/v0.1.0...v0.2.0

  2. v0.1.0v0.1.0Feb 25, 2025

    ## What's Changed * Update README.md by @denishacquin in https://github.com/yeagerai/genlayer-project-boilerplate/pull/2 * docs: make readme more clear and comment out unused llm call in the contract by @kstroobants in https://github.com/yeagerai/genlayer-project-boilerplate/pull/4 * chore: updated genlayer-js version by @cristiam86 in https://github.com/yeagerai/genlayer-project-boilerplate/pull/5 * chore: updated hosted studio URL removing the port by @cristiam86 in https://github.com/yeagerai/genlayer-project-boilerplate/pull/6 ## New Contributors * @denishacquin made their first contribution in https://github.com/yeagerai/genlayer-project-boilerplate/pull/2 * @kstroobants made their first contribution in https://github.com/yeagerai/genlayer-project-boilerplate/pull/4 * @cristiam86 made their first contribution in https://github.com/yeagerai/genlayer-project-boilerplate/pull/5 **Full Changelog**: https://github.com/yeagerai/genlayer-project-boilerplate/commits/v0.1.0

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Commits per week

last 52 weeks
70Week of 2025-10-12: 0 commitsWeek of 2025-10-19: 0 commitsWeek of 2025-10-26: 0 commitsWeek of 2025-11-02: 3 commitsWeek of 2025-11-09: 2 commitsWeek of 2025-11-16: 2 commitsWeek of 2025-11-23: 0 commitsWeek of 2025-11-30: 0 commitsWeek of 2025-12-07: 1 commitsWeek of 2025-12-14: 0 commitsWeek of 2025-12-21: 0 commitsWeek of 2025-12-28: 0 commitsWeek of 2026-01-04: 0 commitsWeek of 2026-01-11: 0 commitsWeek of 2026-01-18: 0 commitsWeek of 2026-01-25: 0 commitsWeek of 2026-02-01: 0 commitsWeek of 2026-02-08: 0 commitsWeek of 2026-02-15: 0 commitsWeek of 2026-02-22: 0 commitsWeek of 2026-03-01: 0 commitsWeek of 2026-03-08: 7 commitsWeek of 2026-03-15: 0 commitsWeek of 2026-03-22: 0 commitsWeek of 2026-03-29: 0 commitsWeek of 2026-04-05: 0 commitsWeek of 2026-04-12: 0 commitsWeek of 2026-04-19: 0 commitsWeek of 2026-04-26: 1 commitsWeek of 2026-05-03: 0 commitsWeek of 2026-05-10: 0 commitsWeek of 2026-05-17: 0 commitsWeek of 2026-05-24: 0 commitsWeek of 2026-05-31: 4 commitsWeek of 2026-06-07: 1 commitsWeek of 2026-06-14: 0 commitsWeek of 2026-06-21: 0 commitsWeek of 2026-06-28: 0 commitsWeek of 2026-07-05: 0 commitsWeek of 2026-07-12: 0 commitsWeek of 2026-07-19: 0 commitsWeek of 2026-07-26: 0 commitsWeek of 2026-08-02: 0 commitsWeek of 2026-08-09: 0 commitsWeek of 2026-08-16: 0 commitsWeek of 2026-08-23: 0 commitsWeek of 2026-08-30: 0 commitsWeek of 2026-09-06: 0 commitsWeek of 2026-09-13: 0 commitsWeek of 2026-09-20: 0 commitsWeek of 2026-09-27: 0 commitsWeek of 2026-10-04: 0 commitsOct 12, 2025Oct 4, 2026
21 commits in the last 52 weeks.

When work happens

weekday and hour
SunMonTueWedThuFriSat036912151821Sun 0:00 — 0 commitsSun 1:00 — 0 commitsSun 2:00 — 0 commitsSun 3:00 — 0 commitsSun 4:00 — 0 commitsSun 5:00 — 0 commitsSun 6:00 — 0 commitsSun 7:00 — 0 commitsSun 8:00 — 0 commitsSun 9:00 — 0 commitsSun 10:00 — 0 commitsSun 11:00 — 0 commitsSun 12:00 — 0 commitsSun 13:00 — 0 commitsSun 14:00 — 0 commitsSun 15:00 — 0 commitsSun 16:00 — 0 commitsSun 17:00 — 0 commitsSun 18:00 — 0 commitsSun 19:00 — 0 commitsSun 20:00 — 0 commitsSun 21:00 — 0 commitsSun 22:00 — 0 commitsSun 23:00 — 0 commitsMon 0:00 — 0 commitsMon 1:00 — 0 commitsMon 2:00 — 0 commitsMon 3:00 — 0 commitsMon 4:00 — 0 commitsMon 5:00 — 0 commitsMon 6:00 — 0 commitsMon 7:00 — 0 commitsMon 8:00 — 0 commitsMon 9:00 — 0 commitsMon 10:00 — 0 commitsMon 11:00 — 0 commitsMon 12:00 — 3 commitsMon 13:00 — 0 commitsMon 14:00 — 3 commitsMon 15:00 — 0 commitsMon 16:00 — 0 commitsMon 17:00 — 0 commitsMon 18:00 — 0 commitsMon 19:00 — 0 commitsMon 20:00 — 0 commitsMon 21:00 — 0 commitsMon 22:00 — 0 commitsMon 23:00 — 0 commitsTue 0:00 — 0 commitsTue 1:00 — 0 commitsTue 2:00 — 0 commitsTue 3:00 — 4 commitsTue 4:00 — 0 commitsTue 5:00 — 0 commitsTue 6:00 — 0 commitsTue 7:00 — 0 commitsTue 8:00 — 0 commitsTue 9:00 — 0 commitsTue 10:00 — 1 commitsTue 11:00 — 2 commitsTue 12:00 — 0 commitsTue 13:00 — 0 commitsTue 14:00 — 2 commitsTue 15:00 — 6 commitsTue 16:00 — 1 commitsTue 17:00 — 0 commitsTue 18:00 — 0 commitsTue 19:00 — 0 commitsTue 20:00 — 0 commitsTue 21:00 — 1 commitsTue 22:00 — 1 commitsTue 23:00 — 0 commitsWed 0:00 — 0 commitsWed 1:00 — 0 commitsWed 2:00 — 4 commitsWed 3:00 — 0 commitsWed 4:00 — 0 commitsWed 5:00 — 0 commitsWed 6:00 — 0 commitsWed 7:00 — 0 commitsWed 8:00 — 0 commitsWed 9:00 — 0 commitsWed 10:00 — 0 commitsWed 11:00 — 0 commitsWed 12:00 — 7 commitsWed 13:00 — 0 commitsWed 14:00 — 0 commitsWed 15:00 — 1 commitsWed 16:00 — 0 commitsWed 17:00 — 0 commitsWed 18:00 — 3 commitsWed 19:00 — 0 commitsWed 20:00 — 0 commitsWed 21:00 — 0 commitsWed 22:00 — 1 commitsWed 23:00 — 0 commitsThu 0:00 — 0 commitsThu 1:00 — 0 commitsThu 2:00 — 0 commitsThu 3:00 — 0 commitsThu 4:00 — 0 commitsThu 5:00 — 0 commitsThu 6:00 — 0 commitsThu 7:00 — 0 commitsThu 8:00 — 0 commitsThu 9:00 — 0 commitsThu 10:00 — 1 commitsThu 11:00 — 3 commitsThu 12:00 — 1 commitsThu 13:00 — 2 commitsThu 14:00 — 2 commitsThu 15:00 — 0 commitsThu 16:00 — 0 commitsThu 17:00 — 0 commitsThu 18:00 — 0 commitsThu 19:00 — 0 commitsThu 20:00 — 0 commitsThu 21:00 — 1 commitsThu 22:00 — 0 commitsThu 23:00 — 1 commitsFri 0:00 — 0 commitsFri 1:00 — 0 commitsFri 2:00 — 0 commitsFri 3:00 — 0 commitsFri 4:00 — 0 commitsFri 5:00 — 0 commitsFri 6:00 — 0 commitsFri 7:00 — 0 commitsFri 8:00 — 0 commitsFri 9:00 — 0 commitsFri 10:00 — 3 commitsFri 11:00 — 0 commitsFri 12:00 — 0 commitsFri 13:00 — 0 commitsFri 14:00 — 0 commitsFri 15:00 — 0 commitsFri 16:00 — 2 commitsFri 17:00 — 0 commitsFri 18:00 — 0 commitsFri 19:00 — 0 commitsFri 20:00 — 1 commitsFri 21:00 — 1 commitsFri 22:00 — 0 commitsFri 23:00 — 0 commitsSat 0:00 — 1 commitsSat 1:00 — 4 commitsSat 2:00 — 0 commitsSat 3:00 — 0 commitsSat 4:00 — 0 commitsSat 5:00 — 0 commitsSat 6:00 — 0 commitsSat 7:00 — 0 commitsSat 8:00 — 0 commitsSat 9:00 — 0 commitsSat 10:00 — 0 commitsSat 11:00 — 0 commitsSat 12:00 — 0 commitsSat 13:00 — 0 commitsSat 14:00 — 0 commitsSat 15:00 — 0 commitsSat 16:00 — 0 commitsSat 17:00 — 1 commitsSat 18:00 — 0 commitsSat 19:00 — 0 commitsSat 20:00 — 0 commitsSat 21:00 — 0 commitsSat 22:00 — 0 commitsSat 23:00 — 0 commits
Commit volume by weekday and hour (UTC). Larger dots mean more commits.
DateListRankStars gained
Aug 21, 2026daily#8+430
Aug 20, 2026daily#8+430
Aug 19, 2026daily#10+535
Mar 18, 2026daily#24+144
Jan 10, 2026daily#16+171
Jan 9, 2026daily#6+140
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