Vets whether to build a feature from scratch, use an existing free/open-source solution, or pay for a third-party API/service.
Preliminary filter for any criminal action: establishes jurisdiction, the applicable procedure according to the date of the events, the…
Use when making CEO decisions — vision, market, and organizational strategy.
Use when agent sessions generate long histories, context window limits are hit, or you need to preserve decisions and artifact trails…
Use when output quality drops or you switch tasks — feed agents the right information at the right time.
Use when running autonomous research — plan, search, read, and synthesize into reports.
Use when implementing changes touching multiple files — thin vertical slices, feature flags, rollback-friendly.
Use when the request is underspecified — interview one question at a time until 95% confidence.
Use when you have a spec and need small verifiable tasks with acceptance criteria.
Use when acting as product manager — RICE, PRDs, backlog, and roadmap.
Use when starting a new project or significant change — write a PRD before any code.
Use when assessing tech debt — scan, score severity, and generate prioritized remediation plans.
Orchestrates lightweight vibe-coding workflows by automatically sizing task complexity to balance development speed and implementation…
Master workflow controller for Lovable-style development.
Guide a beginner from a vague new-project idea into a clear vibe-coding plan before implementation; use for zero-to-one software projects…
Lightweight anti-hallucination workflow for task kickoff, review prioritization, and regression retrospectives.
Turn a public video or audio URL, a Threads/Instagram/YouTube link, or a local media file into a timestamped verbatim transcript and…
YC Office Hours — two modes. (gstack)
Captures errors, corrections, and insights into structured markdown logs to enable continuous AI learning across development sessions.
Use when preparing an accepted IEEE VIS paper for its IEEE TVCG camera-ready, covering de-anonymization, the VGTC/TVCG template and…
Use when planning an IEEE VIS project timeline from area fit through the abstract and full-paper deadlines, the two-phase review, the…