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@promptweave/core

v0.0.1

Published

The Git for Prompts — Open-source AI Prompt Engineering Platform

Vulnerabilities

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Links

Git

Maintainers

haloxiehaloxie

Keywords

promptprompt-engineeringllmaiprompt-managementprompt-testingmetapromptopenaianthropicgemini

Readme

PromptWeave

The Git for Prompts — Manage, test, and deploy AI prompts across multiple models.

PromptWeave is an open-source AI Prompt Engineering Platform that helps development teams manage the full lifecycle of AI prompts: authoring, versioning, testing, evaluation, and deployment.

Why PromptWeave?

As LLMs multiply (GPT, Claude, Gemini, DeepSeek, Qwen...), teams face a new challenge: managing hundreds of prompts across multiple models, environments, and experiments.

PromptWeave solves this with:

  • Version Control — local/test/prod three-stage versioning (like Git branches for prompts)
  • MetaPrompt — Define once, generate N variants for different models/platforms/experiments
  • Multi-Environment Sync — Pull/Push with pluggable adapters to sync with any business system
  • Playground — Test prompts against multiple models side-by-side (v1.1)
  • Dataset & Evaluation — Batch testing with scoring and regression detection (v1.2)
  • Prompt Workflow — DAG-based prompt chain orchestration (v2.0)

Quick Start

docker compose up

Coming soon. PromptWeave is under active development.

Tech Stack

| Layer | Technology | |-------|------------| | Backend | NestJS 11 + Fastify + TypeScript | | ORM | Prisma (PostgreSQL) | | Validation | Zod v3 + nestjs-zod | | Frontend | React 19 + Ant Design 6 | | Testing | Vitest | | Package Manager | pnpm |

Roadmap

| Version | Features | Status | |---------|----------|--------| | v1.0 | Prompt/Snippet/Provider CRUD + Versioning + Sync + MetaPrompt | In Progress | | v1.1 | Playground + Dataset + LCA Context Engine | Planned | | v1.2 | Batch Evaluation + A/B Comparison + Regression Testing | Planned | | v2.0 | Prompt Workflow (DAG orchestration, inspired by n8n) | Planned |

Unique Features

MetaPrompt Batch Variants

Define a base prompt and generate variants for every model/platform/experiment combination with one click. No competitor offers this.

LCA Smart Context (v1.1)

Powered by llm-context-attention — topic-aware context routing that saves ~50% tokens in multi-turn Playground conversations.

SyncAdapter Pattern

Pluggable adapters to sync prompt configurations with any business system via Pull/Push. Not locked into any specific SDK.

Contributing

Contributions are welcome! See CONTRIBUTING.md for details.

License

MIT