Multi-call small-model pipeline

ContextForge

From fuzzy brief to build-ready agent blueprint.

ContextForge turns messy software, app, and agent ideas into executable prompt architectures.

7 isolated callsStage-level fallbackPrivate reasoningCompiler, not generator

Intake→Topology→Vital Structure→Reasoning→Prompt Pack→QA Repair→Assembly

Compiler Input

Compile mode

Fast Compile Full Control

Paste a rough app, agent or workflow idea. ContextForge compiles it into a staged prompt pack for Codex or another coding agent.

Project idea

Target user

Build target

Topology

Risk level

Output language

Cognitive modules

CRAFT Kahneman System 2 Pareto 80/20 Agentic Loop Tree of Thought controlled Private CoT Self-Correction Sentinel Recovery

Prompt Integrity—

pending

Context Coverage—

pending

Agent Readiness—

pending

Risk Control—

pending

Compiled Output

Copyable compiled prompt pack

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Built with Gradio logo

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