mindfold-ai/TrellisPublic

The best agent harness.

AI summary: An out-of-the-box engineering framework that grounds AI coding agents in your project's specific conventions and memory.

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TypeScriptAGPL-3.0Created Jan 26, 2026Last push 1d ago+387 stars this week+443 this month

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since Jan 11, 2026
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13.7K stars as of Aug 7, 2026, tracked back to Jan 11, 2026. Historical curve reconstructed from public GitHub event archives, calibrated to the current total.

Contribution activity

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1,218 commits in the last yearLessMore

Signals and awards

derived from tracked data
  • Widely adopted

    13,737 stars

  • Very active

    1,218 commits in 52 weeks

  • Continuous integration

    Automated checks passing

What Trellis does

Trellis is a framework designed to solve the 'amnesia' problem inherent in AI coding sessions. Instead of allowing an agent to start from scratch every time, Trellis persists specifications, tasks, and historical memory directly into the repository. This ensures that any connected coding agent, whether it's Claude Code, Codex, or a custom harness, strictly adheres to the team's engineering standards. By standardizing the AI workflow and bridging context across platforms, it transforms generic code generation into reliable, project-aware software engineering.

Trellis is designed for software engineers and development teams who heavily utilize AI coding agents and need to enforce consistency. It integrates into JavaScript/TypeScript environments via npm.

  • Persistent Context Memory: Stores project specifications and architectural decisions directly in the repo for agents to read.
  • Task State Management: Tracks the progress of ongoing development tasks so agents can resume work seamlessly.
  • Agent Agnosticism: Works out-of-the-box with various AI assistants like Claude Code and Codex.
  • Convention Enforcement: Forces AI agents to adhere to established team coding standards and formatting rules.
  • Standardized AI Workflow: Provides a structured framework to replace ad-hoc, prompt-by-prompt coding sessions.
  • Cross-Platform Compatibility: Bridges context across different IDEs and terminal environments that developers use.

Where teams use it

Maintaining architectural consistency

Engineering leads can use Trellis to ensure that AI agents respect the existing project structure rather than hallucinating new patterns.

Resuming complex tasks

Developers can pause an AI coding session and return to it later, with the agent instantly recovering its context from the persistent state.

Onboarding new developers

New team members can leverage Trellis to have AI explain the codebase based on the actual, persisted project specifications.

Multi-agent orchestration

Teams using different AI tools can share a single source of truth for repository context, preventing conflicting code generation.

Getting started: Follow the Quick Start guide in the documentation to install and configure your first task.

README

main branch

Trellis Logo

An out-of-the-box engineering framework for AI coding.
AI writes code fast, but every session it starts from scratch — no memory of your project, your conventions, or your team's requirements. Trellis persists specs, tasks, and memory into your repo, so any coding agent works to your engineering standards.

简体中文DocsQuick StartSupported PlatformsUse Cases

npm version npm downloads license stars docs Discord open issues open PRs Ask DeepWiki Ask ChatGPT

Trellis workflow demo

Why Trellis?

Capability What it changes
Auto-injected specs Write conventions once in .trellis/spec/, then let Trellis inject the relevant context into each session instead of repeating yourself.
Task-centered workflow Keep PRDs, implementation context, review context, and task status in .trellis/tasks/ so AI work stays structured.
Project memory Journals in .trellis/workspace/ preserve what happened last time, so each new session starts with real context.
Team-shared standards Specs live in the repo, so one person's hard-won workflow or rule can benefit the whole team.
Multi-platform setup Bring the same Trellis structure to 21 AI coding platforms instead of rebuilding your workflow per tool.

Prerequisites:

  • Node.js >= 18
  • Python >= 3.9

Quick Start

# 1. Install Trellis
npm install -g @mindfoldhq/trellis@latest

# 2. Initialize in your repo
trellis init -u your-name

# 3. Or initialize with the platforms you actually use
trellis init --cursor --opencode --codex -u your-name

See the Quick Start and Supported Platforms guides for setup details.

How to Use

The workflow is simple:

  1. Describe what you want in natural language.
  2. Brainstorm with the AI one question at a time until the PRD is clear, then implementation begins.
  3. Let it run — the AI calls Trellis Implement and auto-checks the result against specs, lint, type-check, and tests.
  4. Type /trellis:finish-work when the work is done or the session context fills up. Trellis archives the task and updates journals.

How It Works

Trellis runs a 4-phase loop with auto-invoked skills and sub-agents:

  1. Plantrellis-brainstorm walks through requirements one question at a time and writes prd.md. Research-heavy items go to a trellis-research sub-agent. The result is curated specs + research files referenced from implement.jsonl / check.jsonl.
  2. Implement — a trellis-implement sub-agent writes code from the PRD with the curated context auto-injected, no git commit.
  3. Verify — a trellis-check sub-agent reviews the diff against specs and runs lint, type-check, and tests, self-fixing where it can.
  4. Finish — a final check runs, then trellis-update-spec promotes new learnings back into .trellis/spec/ so the next session starts smarter.

Resources

Need Link
Install Trellis in a repo Quick Start
Understand platform differences Supported Platforms
See the workflow in practice Real-World Scenarios
Start from spec templates Spec Templates
Track releases Changelog

FAQ

How is Trellis different from CLAUDE.md, AGENTS.md, or .cursorrules?

Those files are useful entry points, but they tend to become monolithic. Trellis adds scoped specs, task PRDs, workflow gates, workspace memory, and platform-aware generated files around them.

Is Trellis only for Claude Code?

No. Trellis is a project layer that works across multiple coding agents and IDEs.

Is Trellis for solo developers or teams?

Both. Solo developers use it for memory and repeatable workflow. Teams get the larger benefit: shared standards, task boundaries, reviewable context, and platform portability.

Do I have to write every spec file manually?

No. Many teams start by letting AI draft specs from existing code and then tighten the important parts by hand. Trellis works best when you keep the high-signal rules explicit and versioned.

Can teams use this without constant conflicts?

Yes. Personal workspace journals stay separate per developer, while shared specs and tasks stay in the repo where they can be reviewed and improved like any other project artifact.

Star History

Star History Chart

Community & Resources

Official RepositoryAGPL-3.0 License • Built by Mindfold

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