πŸ•΄οΈ
SMITH
The Replicator β€” One brain becomes many. Parallel sub-agents for one task.

Trinity (or Trinity-CLI) gets a big task. Instead of doing it sequentially, it spawns multiple Smith sub-agents in parallel β€” each does one piece. Results merge back. What took 2 minutes now takes 30 seconds. Click any node below to see a real WhatsApp scenario at that step.

A Real Conversation

// click any node β€” see the real-life parallel scenario at that checkpoint //

NEO "@trinity smith [task1; task2; task3]" πŸ” click πŸ”Ί TRINITY splits β†’ spawns Smiths πŸ” click πŸ•΄οΈ SMITH-1 flights search πŸ•΄οΈ SMITH-2 hotels search πŸ•΄οΈ SMITH-3 weather forecast πŸ•΄οΈ SMITH-4 restaurants list πŸ“¦ MERGED trip plan reply πŸ” click

// πŸ” click any glowing node to read the real WhatsApp scenario //

10 SMITH USE CASES

// before vs after β€” same task, parallel power //

01
"Plan my Goa trip" β€” flights + hotels + weather + restaurants
2 min
30 sec
02
"Compare iPhone 16 vs Samsung S26 vs Pixel 10"
90 sec
30 sec
03
"Check all 3 VM services: zion, bridge, trinity-ws"
30 sec
10 sec
04
"ENRICH ON: scan ATT + VF_M2M + _SYSTEM accounts"
10 min
3 min
05
"What did I miss? News + IPL + F1 + Strava"
2 min
30 sec
06
"Deploy zion.py + update Matrix website on GitHub"
1 min
30 sec
07
"Best cafes Koregaon Park: Swiggy + Zomato + Google"
90 sec
30 sec
08
"Run all Anderson health checks now"
40 sec
10 sec
09
"Summarize 5 PDFs for the ATT meeting"
5 min
1 min
10
"Morning brief: weather + calendar + stocks + fitness + word"
2 min
30 sec

TECH STACK

PATTERN
Map-Reduce β€” split task into N pieces, run N workers in parallel, merge results
RUNTIME
Python asyncio.gather() β€” true parallel I/O across N LLM calls
ORCHESTRATOR
Trinity (Opus) on laptop OR Trinity-CLI on VM β€” either can spawn Smiths
WORKERS
Groq OpenAI GPT-OSS-120B (fast, free tier) β€” perfect for sub-tasks. Falls back to Opus for complex pieces.
INVOKE
@trinity smith [task1; task2; task3] OR @trinity-cli smith [...]
MERGER
Trinity (Opus) β€” combines all Smith outputs into one clean reply
CONCURRENCY
Up to 8 parallel Smiths per task (Groq rate-limit safe)
FAILURE
If 1 Smith fails, Trinity reports partial result β€” no whole-task crash
COST
FREE β€” Groq free tier handles ~14,400 requests/day. Opus only for the merge step.
STATUS
🚧 In design β€” Lobo consult next, then build + deploy alongside Nemo
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