Data Engineering

Design and operate scalable data pipelines and architectures using best-fit patterns, tools, and modeling methodologies without external dependencies.

XMoney

Turn messy monetization ideas into clearer revenue decisions. Analyze pricing, payout logic, conversion friction, and revenue model fit for creators, operato...

fit-device-id-modifier

Modify FIT files to set device manufacturer to Garmin (1) and product ID to Edge 500 China (1030) for proper recognition on Garmin Connect.

pmf-strategy

When the user wants to validate product-market fit, measure PMF, or plan before scaling. Also use when the user mentions "PMF," "product-market fit," "produc...

first-order-model-fitting

Fit first-order dynamic models to experimental step response data and extract K (gain) and tau (time constant) parameters.

Game Design Multiplayer Feature Audit

Audit a game, feature, live-ops layer, social system, or multiplayer concept for the quality and fit of its social design. Use when evaluating collaboration,...

Group Fitness Class Video

Creates authentic group fitness class videos that showcase the workout atmosphere, instructor energy, community vibe, and class format to attract new members.

IDA: Instructional Design Agent

Analyzes learning needs and performance gaps to recommend and blueprint the best-fit instructional strategy with human oversight for corporate training.

MetriLLM

Find the best local LLM for your machine. Tests speed, quality and RAM fit, then tells you if a model is worth running on your hardware.

Cpo Advisor

Product leadership for scaling companies. Product vision, portfolio strategy, product-market fit, and product org design. Use when setting product vision, ma...

Onshape Featurescript

Generate and modify Onshape FeatureScript code for custom CAD features, focusing on dust collection fittings like wyes, elbows, and adapters.

AKM Fitness

AKM implementation for training decision workflows. Models goals, body limits, equipment context, time budget, and recovery before outputting a workout decis...

Game Design Feature Prioritization

Prioritize game design feature options by comparing expected impact, implementation cost, strategic fit, and roadmap context. Use when choosing between compe...

Game Design Goal Framing

Turn a vague feature idea or design direction into a clear game design goal with purpose, scope, fit, success criteria, and constraints. Use when a feature s...

Memory Bench Designer

Designs a custom agent-memory benchmark for the user's specific use case. Activate when the user asks which memory strategy fits their agent, how to evaluate...

Image to PDF

Combine one or more images into a single PDF document with page layout control (page size, orientation, fit mode, margin).

Occam's Razor Analysis

Evaluates competing hypotheses to select the simplest explanation fitting the scenario using Forensic, Academic, or combined logic modes.

x-growth-review

Audit an X growth system. Use when reviewing positioning, content mix, reply strategy, profile conversion, analytics, and fit with public algorithm signals.

Editorial Channel Strategy

Load reusable publication-channel strategy for layout, packaging, and publication-fit decisions. Use when preparing final content for a specific publication...