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…
Translate visa application documents (images) to English and create a bilingual PDF with original and translation.
Use for European visa/migration planning, case by case.
Turn vision and strategic uncertainty into falsifiable hypotheses, missions, evidence thresholds and adaptive decisions.
When to activate: vision, mission, values, long-range planning, strategic narrative, company direction, north star vision, galvanizing…
MUST be invoked before any work involving: VNC automation, ov eval vnc commands, RFB protocol desktop interaction, VNC screenshots…
Framework-wide voice dictation in the agent sidebar composer.
Turn the current conversation into a spec and publish it to the project issue tracker: no interview, just synthesis of what you've already…
Use when the user invokes /w in Claude Code, $w in Codex, or asks to save memories from the current session.