Operators Demo

Capsules.Run Local*

This demo establishes a file format for shipping context across teams, tools, organizations, and offline machines. Gather evidence, interact with Gemma 4, establish chronology and provenance, then prepare a `.capsule` another unit can hydrate.

* Capsule v0.6 prototype: software, AI, and an operator writing the Capsule file format. It proves sealed bytes, hashes, event order, and signer key, not real-world truth.

Local inference Cognition has a new /home/

Gemma 4 and Ollama power local inference at frontier levels while Capsule keeps the work portable.

Ollama Native local path
Gemma 4 Evidence-aware loop
Capsule Portable context
Format

`program.md`, `manifest.json`, and `chain/events.jsonl` give teams a known substrate instead of a loose chat transcript.

Offline first

Evidence can be gathered and analyzed with Gemma 4 locally before anything leaves the device.

Collaboration

Different people can operate in different rounds of the same situation while preserving events, decisions, and provenance.

Adoption path

Like skills, capsules are malleable. SaaS products, local tools, and runtimes can write the same baseline structure.

Agent workspace · Powered by Ollama and Gemma 4

Agent Gemma

LOW

Load evidence or add an interaction to generate a local brief.

Files

No workspace saved yet.

      No evidence loaded yet.

      Signals

      Severity and detected domains.

      Tasks

      Concerns and open questions stay with the capsule.

      Concerns

        Open questions

          Document updates

            Events

            Waiting for evidence
            Ready Queued Waiting

            Analysis

            Investigation trail

              Raw model output

              
                
              
              
              
            
              

            
              
              
              
                
              
                  Queued context
                  
                
              
                
              
                  
                
              
                
              
                  0% of local context budget
                  
                
              
                
              
              
              
              
              
                Model turn for operator
                
              
              
              
              
              
                
                
                
              
                  
                  
                
              
              
              
              
                
            
                
          
                
        
                
      
                
    
                

    
                
      
                
        
                
          04 · Capsule and transport
          
                Prepare to ship your cognition layer.
                
        
                
        
                
          not sealed
          
        
                
      
                
      
                
        
                
          Seal
          Store
          Ship
        
                
        
                
          
          
        
                
        
                No capsule sealed yet.
                
        
                
          
                
            
                Capsule structure
                
            
                
              v0.6 preview
              
            
                
          
                
          
                
            
            
            
            
          
                
          
                
          
                Load evidence to preview the capsule files.
                
        
                
        
                
          
                Device briefing lines
                
          
                SITREP: waiting for evidence.
PRIORITY: LOW.
VERIFY: inspect source bytes before action.
NEXT: add evidence, interact, then seal.
                
        
                
      
                
    
                

    
                
      
                
        05 · Signer and encryption
        
                Bind the capsule to a local key.
                
      
                
      
                
        
                
        
                
          
                Capsules-protocol envelope
                
          
                The command center first renders the capsule as a signed inner ZIP. When encrypted seal is on, the SDK wraps that signed capsule as `content.enc` and writes the decryption metadata into the outer capsule.
                
          
                  
            
                1. Sign: Ed25519 over the canonical capsule envelope.
                  2. 
            
                2. Encrypt: ChaCha20-Poly1305 for the inner capsule bytes.
                  3. 
            
                3. Wrap: X25519 derives a recipient key bundle so the other party can decrypt with their private export key.
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                4. Verify: the receiver unwraps, parses the inner capsule, then verifies the Ed25519 signer and event chain.
                  5. 
          
                
          
                This is an SDK-aligned example layer, not a competing email encryption standard. Other organizations can swap the envelope implementation while preserving the Capsule manifest, chain, and trust boundary.
                
        
                
      
                
    
                
  
                

  
    
                
      
                
        
                
          Operators Demo
          
                Detail