llmfit

Detect local hardware (RAM, CPU, GPU/VRAM) and recommend the best-fit local LLM models with optimal quantization, speed estimates, and fit scoring.

p-image-try-on

Use when the user wants virtual try-on, dress a person in clothing from reference photos, garment fitting on a model still, or ecommerce fashion compositing.

XMoney

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

Onshape Featurescript

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

upload-fit-to-blackbird-web

Automatically batch upload modified _GM.fit files to the Blackbird Cycling web platform with login detection and upload status handling.

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...

Occam's Razor Analysis

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

api-quality-check

Check coding-model API quality, capability fit, and drift with LT-lite and B3IT-lite. Use when Codex needs to verify whether an OpenAI/OpenAI-compatible/Anth...

Cpo Advisor

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

Lofy

Personal AI chief of staff — a complete life management system for OpenClaw. Proactive morning briefings, evening reviews, weekly reports, fitness tracking, career management, project tracking, smart home control, and brain-inspired memory architecture. Use when setting up a personal AI assistant that manages your entire life through natural conversation across Telegram, WhatsApp, Discord, or any OpenClaw channel.

Data Engineering

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

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.

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.

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...

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 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...

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.

Image to PDF

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

Build Lead Scoring

Create a comprehensive lead scoring model with separate Fit and Engagement scores using HubSpot's new Lead Scoring tool. Replaces the deprecated HubSpot Scor...

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,...

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...

Influencer Partnership Scout

Generates influencer shortlist tiers, analyzes creator fit by campaign goal, recommends partnership mode, and drafts outreach briefs for e-commerce brands.

first-order-model-fitting

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

Gaming Session Scheduler

Fit gaming into real life with safe play windows, launch conditions, stop rules, and guilt-reducing balance guidance. Use when the user wants to enjoy games...

Editorial Channel Strategy

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

Gymshark

Gymshark is a UK fitness apparel brand known for pioneering influencer marketing, building a $700M+ DTC business with a global fitness community.

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.