from ai-factory675
Set up agent project context: analyze tech stack, install or generate skills, and configure MCP servers with mandatory security scanning for external skills.
AI Factory (/aif) automates project onboarding for agent workflows. It analyzes repository metadata and tech stack, recommends and installs existing skills, generates project-specific skills when needed, and configures MCP servers required for runtime integrations. A key responsibility is enforcing a two-level security scanning process for any external skill: an automated Python scanner followed by a semantic human review to catch prompt-injection or dangerous behaviors.
Run /aif when starting a new project, onboarding an existing repository to agent workflows, or whenever you need a repeatable, secure agent context configured (skills, MCP, AGENTS.md, and project-level rules). Use it at project setup, before running generated or external skills in production, and whenever you add third-party skills.
Designed for agents that can run shell and python helpers and manage MCP servers (Claude Code, Copilot/Codex-style agents, Cursor).
This skill has not been reviewed by our automated audit pipeline yet.
