AI that executes tasks and builds knowledge
COSMO is a task execution system. You give it structured work to do—research, analysis, document creation—and it executes that work while building a persistent knowledge base you can query later.
What problem this solves
Most AI interactions are one-off. You ask a question, get an answer, and everything disappears. If you need to do structured work across multiple steps—research a topic, analyze findings, create documents—you're constantly re-establishing context.
COSMO maintains context across tasks. It builds a knowledge graph as it works, so findings from early research inform later analysis. And that knowledge persists—you can come back and query it.
What COSMO does
Executes structured tasks
You define what needs to be done—phases, milestones, deliverables—and COSMO executes it. The system manages task dependencies, tracks progress, and handles failures with retry logic.
Two core capabilities
Research: Web search and information gathering.
IDE: File operations, analysis, synthesis, code, documents.
One capable agent that handles most work.
Builds persistent knowledge
As COSMO works, it builds a "brain"—a knowledge graph of concepts and connections. This isn't just storage; you can query it, visualize it, and continue building on it.
Shows its work
Watch task execution in real-time. See what's being researched, what files are being created, how tasks progress through phases. No black box.
The workflow
Define
Specify your task: topic, phases, deliverables, how deep to go.
Execute
COSMO runs the plan. Research first, then processing, then outputs.
Watch
Monitor progress in real-time. See tasks complete, phases advance.
Use
Query the brain, explore the knowledge graph, work with outputs.
What COSMO is and isn't
COSMO is:
- A task execution system for structured work
- Good at multi-step research and document creation
- A way to build queryable, persistent knowledge
- Transparent—you see what it's doing
- Focused on reliability (retry logic, state management)
COSMO is not:
- A chatbot—use Claude or ChatGPT for conversation
- Instant—task execution takes time
- Autonomous exploration—it executes plans you define
- Perfect—it's AI, outputs need verification
- A replacement for human judgment
Simple architecture
COSMO has been simplified intentionally. Instead of many specialized agents, it uses two:
- Research Agent — Handles web search and information gathering
- IDE Agent — Handles everything else: file operations, analysis, synthesis, code generation, document creation
This "IDE-first" approach means one capable agent does most work, reducing complexity and coordination overhead. Tasks execute in tiers: data collection first, then processing, then output generation.
Want to learn more?
COSMO is actively being developed. If you're interested in structured AI task execution with persistent knowledge, get in touch.
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