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The agents and components that power QonQrete.

SYSTEM ARCHITECTURE

Local (Free)

AI Agent

User Input

Cache Layer

Output

🖥️ Host System

💻

qonqrete.sh

Entry Point

🔑

.env

API Keys

📝

tasQ.md

Your Input

↓ ↓ ↓

🐳 Docker Container (Qage) - Isolated & Secure

🏗️

Qrane

Orchestrator

↓

⚡ Local Preprocessing (Zero Cost)

🦴

Qompressor

Skeletonizer

🔍

Qontextor

Symbol Mapper

🧮

CalQulator

Cost Estimator

✅

LoQal

Verifier

🛡️

QontractGuard

Enforcer

↓

🧠 AI Agents (Token Cost)

🎯

TasqLeveler

Enhancer

📋

InstruQtor

Planner

🔨

ConstruQtor

Builder

🔎

InspeQtor

Reviewer

↓

💾 Cache Layer

🌀

Qontrabender

Cache Bender

qodeyard/
Full Code
(MEAT)

+

bloq.d/
Skeletons
(BONES)

+

qontext.d/
Semantic Maps
(SOUL)

↓ ↓ ↓

📦 Output (Your Code + Audit Trail)

📝

tasq.d/

Cycle State

🧱

briq.d/

Work Units

📁

qodeyard/

Source Code

🦴

bloq.d/

Skeletons

🔍

qontext.d/

Context Maps

📊

exeq.d/

Execution Logs

📋

reqap.d/

Review Summaries

🧠

struqture/

Decision Logs

🏷️

meta.yaml

Run Metadata

$0.00

Qompressor + Qontextor + CalQulator + LoQal + QontractGuard

~$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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