Use for 'why does X work this way', 'why we picked Y', design rationale, regressions, postmortems, or data-backed thresholds.
Orchestrates multi-agent pair programming workflows where Claude and OpenAI Codex cross-review requirements and code implementations.
Use when the author is about to ship, merge, push, publish, send, or delete something and wants a reviewer on their side — one who checks…
When to activate: pandas, DataFrame operations, data wrangling, CSV/Excel, groupby, merge, performance optimization
Performs pandas DataFrame operations for data analysis, manipulation, and transformation.
Paper-textured, print-inspired design with minimal colors, clean serif/sans typography, and tactile surface qualities.
Generate a conference poster (article + tcbposter LaTeX → A0/A1 PDF + editable PPTX + SVG) from a compiled paper.
Extracts text from PDF files and generates 3 thought-provoking questions that explore the study in depth.
Evaluates manuscripts using A/B/C severity grading and pre-submission checks to determine whether to continue editing or finalize for…
Comprehensive pre-submission review orchestrator.
Use when someone wants to find a recorded Paper session, theirs or anyone's in the org — "did anyone work on X", "find the session…
Transform a question into a short parable that embodies it without stating it — a minimal world with one strange rule that makes the…
Automate Paradym tasks via Rube MCP (Composio).
Run macOS Parallels smoke with Discord send, host verification, host reply, and guest readback proof.
Transform any data, document, deck, README, manifest, config, or report by (1) extracting every piece of dynamic information — names…
Parent agent orchestrating hypothesis planning, subagent routing, and approval gates.
Provides comprehensive guidance for Express.js framework including routing, middleware, request handling, templating, and API development.
Knowledge and utilities for creating animated GIFs optimized for Slack.
When the user wants to build a partner program, launch an affiliate program, design integration partnerships, or create distribution…
Automate Passslot tasks via Rube MCP (Composio).
Use when you need to evaluate the strength of a password or passphrase, give actionable improvement advice, or explain password policy…