Standardizes project architecture, coding patterns, and deployment workflows for full-stack AI applications.
Autonomously turns raw software project scopes into production-ready implementations.
Autonomous AI Software Factory skill for Antigravity CLI/IDE.
Use when an engagement is ending, winding down, paused indefinitely, or a final invoice is going out — especially when a last fix is…
Establish and operate durable project memory for long-running, multi-agent work using a concise current-state file, historical…
Set up or maintain durable project context with AGENTS.md, CLAUDE.md, progress.md, archive.md, and README.md.
Creating a new project from an existing one: inheriting structure, design patterns, stack, infrastructure or database…
Comprehensive tech stack detection, framework identification, dependency analysis, and project.json generation.
Initialize, adopt, resume, and deliver software projects across disposable Codex sessions using adaptive workflow rigor, repository state…
Use for implementation, debugging, migration, localization, and resource-editing work where reliability, recoverability, and execution…
Rebuild project context at session start by reading key docs, git state, issues, and design history.
He interviews the owner of a project and sets up the "harness" he needs for an AI agent to work on it without getting lost: instructions…
Enforce domain knowledge mapping, intent elicitation, and progressive decision navigation before project initiation.
Detects project architecture, frameworks, and programming languages to automatically assign specialized AI developer personas.
Project lifecycle (task-manager agnostic via the adapter layer) — start a project (orient Operator on milestone chain, update project…
Builds and maintains a compact, on-demand "project map" so coding agents remember a codebase's structure and spend fewer tokens during…
Run a structured onboarding interview to generate USER.md and PROJECT.md — capturing developer preferences, project constraints, access…
Turn a completed or paused body of work into an evidence-based retrospective covering goals, outcomes, decisions, pivots, effective…
Analyze an existing software or product project, or discover requirements for an empty greenfield project, then design a user-confirmed…
Manages session state and context handoffs for multi-session projects using the Session Handoff Protocol.
Inspect a coding project and plan the smallest set of project-specific skills, instructions, references, or checks that would improve…