Stack
The agents and components that power QonQrete.
SYSTEM ARCHITECTURE
Local (Free)
AI Agent
User Input
Cache Layer
Output
๐ฅ๏ธ Host System
qonqrete.sh
Entry Point
.env
API Keys
tasQ.md
Your Input
โ โ โ
๐ณ Docker Container (Qage) - Isolated & Secure
Qrane
Orchestrator
โ
โก Local Preprocessing (Zero Cost)
Qompressor
Skeletonizer
Qontextor
Symbol Mapper
CalQulator
Cost Estimator
LoQal
Verifier
โ
๐ง AI Agents (Token Cost)
TasqLeveler
Enhancer
InstruQtor
Planner
ConstruQtor
Builder
InspeQtor
Reviewer
โ
๐พ Cache Layer
Qontrabender
Cache Bender
qodeyard/
Full Code
(MEAT)
Full Code
(MEAT)
+
bloq.d/
Skeletons
(BONES)
Skeletons
(BONES)
+
qontext.d/
Semantic Maps
(SOUL)
Semantic Maps
(SOUL)
โ โ โ
๐ฆ Output (Your Code)
briQ.d/
Task Files
qodeyard/
Source Code
exeq.d/
Execution Logs
reQap.md
Review Summary
$0.00
Qompressor + Qontextor + CalQulator + LoQal
~$0.01
InstruQtor (gpt-4.1-mini)
~$0.30
ConstruQtor (gemini-2.5-flash)
~$0.05
InspeQtor Batched (gpt-4.1-mini)
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