DEV Community

EvanLin | Contorium
EvanLin | Contorium

Posted on

Contorium — A Project Intelligence Layer for AI Coding Systems

Contorium is a local-first system that introduces persistent project intelligence for AI-assisted development workflows.
It is designed to solve one core problem:
AI coding tools are powerful, but stateless.



Problem
Across modern AI tools:

  • Cursor
  • Claude Code
  • Codex
  • Gemini CLI
  • VS Code agents context is not shared. Each session starts from zero understanding:
  • architecture is re-explained
  • decisions are lost
  • reasoning is not preserved
  • project intent is fragmented 
 ⸻ 
 Solution: Project Intelligence Layer (PIL) Contorium introduces a structured project state layer stored locally inside .contora/. It replaces ad-hoc context passing with a deterministic system. 
 ⸻ 
 Core Components 🧠 PIL — Project Intelligence Layer Stores structured project state:
  • STATE (current system state)
  • INTENT (project goals)
  • DECISION (architectural choices)
  • GRAPH (relationships) This is not memory. It is structured project reality. 
 ⸻ 
 💡 CIL — Cognitive Interaction Layer CIL provides reasoning over project state:
  • why decisions were made
  • what alternatives existed
  • how architecture evolved
  • what should happen next It bridges AI reasoning with persistent project intelligence. 
 ⸻ 
 ⏱ Timeline Layer All changes are recorded as events:
  • edits
  • decisions
  • tool interactions Enables:
  • replay
  • evolution tracking
  • debugging architecture over time 
 ⸻ 
 ⚙️ Execution Layer Contorium integrates with:
  • MCP servers
  • IDE extensions
  • CLI tools All tools operate on the same .contora workspace state. 
 ⸻ 
 Runtime Contract Contorium exposes a unified interface: Capture capture_focus capture_decision capture_note Inspect inspect_state inspect_why inspect_graph inspect_timeline Transfer transfer_context transfer_intelligence transfer_handoff This enables cross-tool continuity across AI systems. 
 ⸻ 
 Key Insight Contorium shifts AI development from: tool-based workflows to state-based project systems 
 ⸻ 
 What Contorium is NOT
  • not an autonomous agent
  • not a code generator
  • not a workflow orchestrator It is a persistent intelligence layer for software projects. 
 ⸻ 
 Why it matters As AI becomes embedded in development workflows, the limiting factor is no longer intelligence. It is continuity. Contorium is designed to make project understanding persistent across:
  • time
  • tools
  • models
  • sessions 
 ⸻ 
 Status Early-stage runtime system (v3 architecture direction) Core direction: Make software projects behave like persistent cognitive systems 
 ⸻

https://www.contorium.dev/

https://github.com/ContoriumLabs/contorium

Top comments (0)