promptlyagentai/promptlyagent
AI Agent development framework powered by Laravel
What's novel
AI Agent development framework powered by Laravel
Code Analysis
7 files read · 3 roundsA Laravel 12 AI research and knowledge management platform featuring multi-agent orchestration with Prism-PHP, hybrid RAG search via a custom Meilisearch vector engine, SSE real-time streaming, and an extensible MCP tool registry for building custom AI applications.
Strengths
Genuinely deep implementation with a custom Scout vector engine, full RAG pipeline with hybrid search and graceful fallback, multi-agent workflow orchestration using Laravel job batching/chaining, and a thoughtful anti-hallucination protocol. Exceptional documentation throughout with detailed docblocks explaining purpose, flow, and edge cases for nearly every class and method.
Weaknesses
Several core classes are extremely large (AgentService 162kb, AgentExecutor 131kb, ChatResearchInterface 169kb), indicating insufficient decomposition of concerns. Heavy reliance on container-based implicit context passing (app()->instance) makes dependencies harder to trace and test, and the test suite appears thin relative to the codebase size.
Score Breakdown
Signal breakdown
Innovation
Craft
Traction
Scope
Evidence
Commits
31
Contributors
1
Files
906
Active weeks
4
Repository
Language
PHP
Stars
11
Forks
1
License
NOASSERTION