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Use this skill for autonomous AI SaaS products, beta-readiness, multi-tenant systems, AI wiring, or partially wired product surfaces.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Use this skill for high-level architecture of AI-first SaaS systems, especially multi-tenant products, proactive CRM systems, autonomous workflows, temporal reasoning, embeddings, and function-calling product actions.
Use this skill for non-trivial coding, debugging, planning, and review tasks in this workspace. It enforces direction-following, no unapproved scope expansion, and phase discipline.
Use this skill when the user asks to audit, complete, or classify the wiring of an in-progress AI SaaS application, especially when pages, routes, APIs, hooks, state, or AI integrations may be partial or missing.
Based on SOC occupation classification
| name | autonomous-saas-delivery |
| description | Use this skill for autonomous AI SaaS products, beta-readiness, multi-tenant systems, AI wiring, or partially wired product surfaces. |
Do not treat work as done until: