Research and Audits

Expert guidance for optimizing React application performance through memoization, code splitting, virtualization, and efficient rendering strategies.

PREREQUISITE: Load the following skills to execute this recipe: gws-gmail

Patterns for automating GitHub workflows with AI assistance, inspired by Gemini CLI and modern DevOps practices.

This skill generates comprehensive investment reports combining real-time market data, technical analysis, Claude AI insights, and professional visualizations.

Cache expensive file processing results (PDF parsing, text extraction, image analysis) using SHA-256 content hashes as cache keys. Unlike path-based caching, this approach survives file moves/renames and auto-invalidates when content changes.

Use this skill to pull English (or any source locale) App Store metadata, translate it with LLM, and push translations back to App Store Connect — all automated.

Perform comprehensive exploratory data analysis (EDA) on scientific data files across multiple domains. This skill provides automated file type detection, format-specific analysis, data quality assessment, and generates detailed markdown reports suitable for documentation and downstream analysis planning.

PREREQUISITE: Load the following skills to execute this recipe: gws-drive

Help the user build and scale design systems using frameworks from 4 product leaders who have built design systems at companies like Figma and Airbnb.

Systematizes the "search for existing solutions before implementing" workflow.

Systematic approaches for scholarly writing, research design, and academic communication.

Source details, install context, and public review data are available on the full page.

Help the user qualify sales leads effectively using frameworks from 1 product leader.

Help the user craft compelling product positioning and messaging using frameworks from 58 product leaders and marketers.

PREREQUISITE: Load the following skills to execute this recipe: gws-alertcenter

A comprehensive skill for creating disciplined, rule-based trading plans that help you manage risk, control emotions, and trade consistently.

Creates GitHub PRs with titles that pass n8n's check-pr-title CI validation.

Help the user navigate enterprise sales using frameworks from 9 product leaders who have closed large enterprise deals at companies from Stripe to Superhuman.

Write with clarity and force. This skill covers what to do (Strunk) and what not to do (AI patterns).

Source details, install context, and public review data are available on the full page.

READMEs answer questions your audience will have. Different audiences need different information - a contributor to an OSS project needs different context than future-you opening a config folder.

NEVER use --approval-mode default in background or non-interactive shells (like Claude Code tool calls). It will hang indefinitely waiting for approval prompts that cannot be provided.

Creates comprehensive handoff documents that enable fresh AI agents to seamlessly continue work with zero ambiguity. Solves the long-running agent context exhaustion problem.

GPT-5.2 Advantages : 76.3% SWE-bench (vs 72.8% GPT-5), 30% faster on average tasks, better tool handling, reduced hallucinations, improved code quality. Knowledge cutoff: September 30, 2024.