codex-intent-context-analyzer

What problem does it solve?

Converts vague prompts requesting code or documentation changes into a precise, structured intent representation that enables deterministic routing, explicit requirements, and controlled execution.

Core Features & Use Cases

• Structured intent extraction: outputs fields like intent, goal, pain_points, constraints, missing_info, normalized_prompt, complexity, and needs_confirmation.
• Socratic gating: triggers clarifying questions for complex or ambiguous scopes and surfaces trade-offs.
• Agent routing: proposes an appropriate primary/secondary agent based on domain signals.
• Activation and guardrails: activates for edits to code/docs, and waits for explicit confirmation prior to implementation; supports large repo comprehension with staged deep-reading.
• Reuse in pipelines: integrates before implementation steps such as build, fix, review, or docs tasks.

Quick Start

Provide a code or documentation change request and let the analyzer return a structured intent JSON with routing guidance.