FastAPI applications can hang when ThreadPoolExecutor shutdown blocks the event loop, especially during SSE stream disconnects. This skill provides a repeatable triage workflow using py-spy to capture live stacks and apply non-blocking executor patterns to restore responsiveness.

Setting up new projects takes too long. Genesis scaffolds React, Python, Go, and Taro projects with production-ready templates in under a minute. Templates include modern tech stacks, best practices, and full documentation.

Struggling to identify recurring patterns and build predictive rules from your data? This skill guides Claude through systematic inductive reasoning to extract validated generalizations from multiple observations with confidence bounds and exception handling.

Teams often struggle to reconcile conflicting stakeholder positions. This skill applies structured dialectical analysis to identify valid points in each argument, surface essential trade-offs, and generate synthesis positions that move discussions forward productively.

Making important decisions without understanding alternatives leads to missed opportunities and repeated mistakes. This skill provides a structured four-stage framework to simulate alternative scenarios, weight outcomes by probability, and extract actionable insights from decisions made or considered.

Make evidence-based decisions through a systematic 6-stage workflow. Start with factual observations, test hypotheses, quantify impact, commit to action, execute tasks, and capture learning.

When facing new markets, products, or situations, you need a systematic way to transfer relevant knowledge from past experience. This skill provides a four-stage framework for analogical reasoning that identifies transferable patterns while accounting for context differences.

Diagnose unexpected outcomes and anomalies by generating ranked explanations with evidence. This skill helps identify root causes when you have incomplete data and need to infer what happened.

Users often need clear guidance on what to do next but lack structure for making decisions. This skill provides prioritized recommendations with explicit tradeoffs so users can act confidently.

Users struggle to break down complex goals into actionable steps with clear timelines. This skill transforms any objective into a structured phased plan with milestones, dependencies, and risk contingencies.

Manual goal tracking is time-consuming and prone to outdated information. This skill derives goal state from execution threads and calculates progress metrics automatically. It identifies gaps, projects trajectory, and recommends actions to keep goals on track.

Building products without validating real customer problems leads to wasted investment. This skill provides structured frameworks to discover, prioritize, and validate problems before committing to solutions. It ensures strong problem-solution fit before significant development effort.

Users struggle to break vague intentions into actionable plans. This skill decomposes any objective into subgoals, milestones, and measurable success criteria. It ensures goals are specific, time-bound, and aligned with your strategic context.

Startups often struggle to validate market opportunities with data-backed insights. This skill provides structured frameworks for TAM/SAM/SOM analysis, competitive mapping, and customer profiling to inform go/no-go decisions.

Users often struggle to identify why failures or errors occurred. This skill provides a structured framework for generating hypotheses, explaining mechanisms, and ranking causes by likelihood to guide effective debugging.

Users often need accurate, neutral descriptions without recommendations or next steps. This skill delivers structured analysis focusing on facts and observations. It helps produce clear, factual descriptions of text, data, events, or systems.

Complex decisions can feel overwhelming without a clear framework. This skill guides you through structured evaluation of options, making tradeoffs visible, and reaching confident recommendations.

AI agent products often have long wait times that cause user anxiety and abandonment. This skill audits how applications handle long-running operations using browser automation and generates comprehensive reports with prioritized recommendations.

Users often correct Claude Code during sessions but lose those learnings between sessions. This skill automatically detects corrections, queues them, and helps you apply them to CLAUDE.md so Claude remembers your preferences in future sessions.

This skill guides developers through creating ChatGPT Apps from concept to App Store submission. It provides templates, implementation patterns, and testing workflows for Apps using the MCP protocol.