StudyOS-Agent-Gateway

Discover and optionally install reusable agent skills from the open skills ecosystem. Use when the user asks "how do I do X", "find a skill for X", "is there a skill that can...", wants new capabilities, asks about installable skills, or before creating a new custom skill when an existing package may already cover the workflow.

Review StudyOS code changes for security, privacy, reliability, dead code, duplicate logic, regressions, missing validation, and maintainability. Use for PR reviews, pre-merge checks, "review this", "security review", "quality review", cleanup audits, or before claiming substantial StudyOS implementation work is ready.

Preserve durable StudyOS agent learnings as memory or reusable Codex skills. Use after substantial StudyOS work, repeated workflows, user corrections, non-obvious tool errors, runtime/deployment discoveries, or explicit requests to remember, self-improve, create skills, update skills, or refine agent procedures.

Create, update, or refine StudyOS Codex skills for recurring workflows. Use when the user asks for a new skill, skill creator flow, self-expansion, reusable workflow capture, procedure hardening, or when a completed task reveals a repeatable StudyOS workflow that should become or patch a skill.