Right-layer check before coding a fix. Locates which layer a problem actually lives at (data model, storage, API, business logic, UI…
Senior software engineer for story execution and code implementation.
Use when the user returns to a session and needs to be reoriented, including requests such as "amnesia", "what did I miss", "recap the…
Solve a problem by systematically importing solutions from other domains: abstract the problem's deep structure, find 3–5 domains that…
Search and synthesize Codex task/thread history to recover meaning, recurring goals, effectiveness, friction, repeated user steering…
It analyzes a WhatsApp export (.zip), transcribing its voice notes locally and reading its images, to produce a dossier and…
Generates and optimizes prompts. Use whenever the user wants to write, create, fix, improve, optimize, shorten, or adapt a prompt, system…
Guides collaborative requirements discovery before implementation.
Answer job application form questions (e.g. behavioral, challenge resolution, sponsorship) grounded in candidate STAR stories.
Prevent scope drift, premature architecture, speculative artifacts, repeated polling, and excessive verification.
Operate the Antigravity CLI (agy): plugins, auth, sandbox.
Development execution via Codex CLI — receives approved plans, formats them as Codex prompts, and runs codex exec following SOLID + SRP.
General-purpose research orchestrator. Routes ambiguous or multi-step requests to the right skill(s) from the medsci-skills bundle. Use…
Peer review assistant for medical journals.
Pre-submission self-review for the user's own manuscripts, applying a reviewer perspective.
Handle Apple Notes automation rate limits and iCloud sync throttling.
Fill out job application form fields with context-aware, tailored answers drawn from the candidate's CV and the job description
Evaluate architecture options with 2-3 alternatives before building.
Routes architectural, engineering, and development tasks to specialized AIOS domain skills based on intent and document type.
Create platform strategy using Platform Design Toolkit (8 canvases for multi-sided ecosystems)
Use as the entry point for any The Art Bulletin manuscript in art history.