Framework-agnostic AI engineering control plane with project-aware routing, 0–2 specialists, persistent memory, minimal-change development, verification, and mandatory security review.
Skill Claude CodeCodex
Framework and language agnostic engineering orchestrator with conditional persistent project memory, generalized internal capabilities, external skill discovery, sparse specialist routing, and post-development security verification.
Skill Claude CodeCodex
Design, integrate, evaluate, and operate AI/LLM systems using model- and framework-agnostic engineering principles.
Skill Claude CodeCodex
Design and implement APIs, external integrations, webhooks, clients, and service boundaries using technology-agnostic principles.
Skill Claude CodeCodex
Design maintainable application boundaries and component relationships using framework-agnostic architecture principles.
Skill Claude CodeCodex
Improve maintainability and structure while preserving behavior using framework-agnostic refactoring principles.
Skill Claude CodeCodex
Process, transform, import, export, and handle large datasets using bounded and reliable technology-agnostic patterns.
Skill Claude CodeCodex
Design and review persistence, queries, schemas, transactions, and data access using framework-agnostic database principles.
Skill Claude CodeCodex
Diagnose defects systematically using evidence-driven, technology-agnostic debugging practices.
Skill Claude CodeCodex
Manage application dependencies, build tooling, upgrades, and package configuration using ecosystem-agnostic principles.
Skill Claude CodeCodex
Create and maintain accurate engineering documentation using project-agnostic documentation principles.
Skill Claude CodeCodex
Build and review user interfaces using framework-agnostic usability, accessibility, state, and rendering principles.
Skill Claude CodeCodex
Design and maintain deployment, runtime, CI/CD, containers, workers, scheduling, and operational infrastructure using platform-agnostic principles.
Skill Claude CodeCodex
Diagnose and improve runtime performance including N+1 queries, slow queries, caching, latency, memory, throughput, and resource efficiency using framework-agnostic principles.
Skill Claude CodeCodex
Turn engineering goals into executable implementation plans with ordered, verifiable, technology-agnostic steps.
Skill Claude CodeCodex
Review or implement application security controls using framework-agnostic engineering principles, then adapt them to the detected project stack.
Skill Claude CodeCodex
Design and execute automated tests, regression tests, integration tests, end-to-end tests, and verification using framework-agnostic principles.
Skill Claude CodeCodex
Review changes and manage commits, branches, merges, and code-review workflows using VCS-agnostic engineering principles.
Skill Claude CodeCodex
Framework-agnostic project memory infrastructure for engineering tasks. Use for sparse recall, stale-memory handling, secret-safe durable checkpoints, and MCP/CLI fallback without consuming specialist slots.