Project Orchestrator: Multi-agent Code Coordination

Trust Score 73/100

A Rust-based orchestrator that coordinates multiple coding agents using a Neo4j knowledge graph, Meilisearch semantic search, and Tree-sitter parsing to manage

triggers:orchestratorneo4jmeilisearchtree-sittersyncplanproject

GitHub SKILL.md

What it does

Project Orchestrator sets up a backend that coordinates multiple AI coding agents across projects. It builds a Neo4j knowledge graph of code and decisions, provides Meilisearch-powered semantic code search, and uses Tree-sitter for precise parsing across languages. It exposes APIs and CLIs for syncing code, creating plans, managing tasks, and recording decisions.

When to use it

Use this skill when multiple agents need shared context for large or complex codebases, when you want structured plans/tasks with dependencies, or when you need persistent recording and search of decisions and code relationships. Useful for multi-agent CI, research projects, or large engineering teams automating development workflows.

What's included

Scripts: repo contains docker/cargo workflows and CLI examples for sync, serve, and plan/task management.
References: documentation files (docs/) with install guides, API reference, and integrations for Claude Code, OpenAI, and Cursor.
Instructions: quick-start, API endpoints, and examples for syncing projects, creating plans, and querying the code graph.

Compatible agents

Designed for agents that orchestrate other agents or need to integrate with MCP tools (Claude Code, Cursor, OpenAI agents). Also useful for developer-facing assistants that produce or analyze code across languages.

Audit Summary

Project Orchestrator coordinates multiple AI coding agents via a Neo4j knowledge graph, Meilisearch, and Tree-sitter. It's a Rust project requiring Docker backends and a separate frontend repo. All 10 scripts failed due to missing dependencies (cargo, docker, backend services). The SKILL.md is comprehensive but monolithic — the entire API reference is inline rather than in references/. Hardcoded default credentials in docs and shell injection risks in plan.sh reduce the security score.

Watch Out

Requires full Rust toolchain + Docker + Neo4j + Meilisearch to run
Frontend build needs a separate repo (project-orchestrator-frontend)
Seed scripts target localhost:6600 with hardcoded project IDs
plan.sh has unquoted variable interpolation in JSON payloads (shell injection risk)
Default Neo4j password 'orchestrator123' in docs should be changed in production

Missing Dependencies

cargodockerneo4jmeilisearchproject-orchestrator-frontend

Notes

Well-architected project with extensive API surface (22+ endpoints). SKILL.md serves as both docs and agent instructions — could benefit from splitting into references/. The seed scripts for RFC knowledge, protocols, and skills are thoughtful additions for bootstrapping. No malicious intent detected; security issues are standard dev-tooling concerns (default creds, unquoted vars).

Information

Repository: project-orchestrator
Stars: 124

Trust Score

Overall73

Security77

Code Quality72

Architecture64

Usefulness58

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