Pipeline Codex Improver

Overview

Pipeline Codex Improver acts as a specialized architect for the BlueprintCapturePipeline. Its core function is to transform abstract issues or observed discrepancies into concrete, actionable improvements for the pipeline itself. It prioritizes maintaining portability and ensuring that any proposed change adheres strictly to established contracts without introducing hidden dependencies on specific model providers or runtime environments.

Capabilities

• Contract Enforcement: Explicitly validates changes affecting artifact generation, runtime behavior, or downstream consumer contracts.
• Decoupling Focus: Selects the minimal pipeline adjustment necessary to improve package quality while actively preventing backend lock-in.
• Judgmental Review: Distinguishes between minor local implementation details and critical contract-level changes impacting the WebApp or capture system.
• Evidence-Based Output: Demands clear, verifiable evidence (scripts or checks) before proposing a fix, avoiding vague assurances.

Example Use Cases

1. Dependency Drift Mitigation: When a new model provider is integrated, use this agent to ensure the pipeline wrapper remains abstract and doesn't hardcode calls specific to that provider's API structure.
2. Contract Verification: After updating how artifacts are generated, run this agent to verify that all downstream consumers (e.g., QA tools) will receive data in the expected format, regardless of internal implementation shifts.
3. Issue Resolution: When an issue report suggests a pipeline weakness, feed it here to get a structured proposal that details what needs changing and why it maintains portability.