GitHub
infographic-creator
Create beautiful infographics based on the given text content. Use this when users request creating infographics.
☆ 142View skill
Testing & security AI Skills
Discover Testing & security skills, compare source repositories and read the instructions for each workflow.
Categories: Testing & security
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GitHub
blog-writer
帮助用户按照 astro-koharu 博客的规范创建新博文。自动生成正确的 frontmatter 结构、选择合适的分类路径，并提供 Markdown 内容框架建议。使用场景：写一篇博文、创建新文章、写文章、写博客、new post、create blog post。
☆ 142View skill
GitHub
tinker-training-cost
Calculate training costs for Tinker fine-tuning jobs. Use when estimating costs for Tinker LLM training, counting tokens in datasets, or comparing Tinker model training prices. Tokenizes datasets using the corr...
☆ 141View skill
GitHub
tinker
Fine-tune LLMs using the Tinker API. Covers supervised fine-tuning, reinforcement learning, LoRA training, vision-language models, and both high-level Cookbook patterns and low-level API usage.
☆ 141View skill
GitHub
training-data-curation
Guidelines for creating high-quality datasets for LLM post-training (SFT/DPO/RLHF). Use when preparing data for fine-tuning, evaluating data quality, or designing data collection strategies.
☆ 141View skill
GitHub
codex
Run OpenAI's Codex CLI agent in non-interactive mode using `codex exec`. Use when delegating coding tasks to Codex, running Codex in scripts/automation, or when needing a second agent to work on a task in paral...
☆ 141View skill
GitHub
data-analysis
Patterns for data loading, exploration, and statistical analysis
☆ 141View skill
GitHub
data-analysis
Patterns for data loading, exploration, and statistical analysis
☆ 141View skill
GitHub
experiment-design
Best practices for designing reproducible experiments
☆ 141View skill
GitHub
experiment-design
Best practices for designing reproducible experiments
☆ 141View skill
GitHub
ml-rigor
Enforces baseline comparisons, cross-validation, interpretation, and leakage prevention for ML pipelines
☆ 141View skill
GitHub
ml-rigor
Enforces baseline comparisons, cross-validation, interpretation, and leakage prevention for ML pipelines
☆ 141View skill
GitHub
build
Build features with AI coding tools (Claude Code, Lovable, Replit, Cursor). Use when implementing specs, iterating on AI code, or choosing tools. Focuses on tool selection, effective prompting, and iteration wo...
☆ 141View skill
GitHub
monitor
Track production app health and catch issues before users complain. Use after deploying, to check app status, or when investigating user reports. Covers error tracking, uptime monitoring, and metrics for non-te...
☆ 141View skill
GitHub
test
Test features before users find bugs. Use when feature is built, before deploying, or when bugs reported. Covers manual testing, edge cases, cross-browser testing, and testing checklists for non-technical found...
☆ 141View skill
GitHub
security
Protect your SaaS app from common vulnerabilities. Use when building auth, handling user data, or deploying features. Covers authentication, data protection, API security, and OWASP Top 10 for non-technical fou...
☆ 141View skill
GitHub
optimize
Optimize your SaaS app across four dimensions - Speed (page load, API response), Code (unused files, dead code), Database (orphaned data, schema hygiene), and Dependencies (package bloat, bundle size). Use when...
☆ 141View skill
GitHub
scope
Turn ideas into clear, buildable specs for AI tools or stakeholder review. Use when starting features, planning projects, or when AI keeps building the wrong thing. Creates Quick Feature Specs (10-15 min) for i...
☆ 141View skill
GitHub
debug
Fix bugs systematically instead of guessing. Use when features break, users report errors, or tests fail. Covers reproducing bugs, gathering diagnostic info, and working with AI tools to fix issues efficiently...
☆ 141View skill
GitHub
design
Create and manage project-specific design systems for SaaS applications. Use when starting a new app (CREATE mode), updating an existing design system (MODIFY mode), or building features that need to follow est...
☆ 141View skill
GitHub
backend-fundamentals
Auto-invoke when reviewing API routes, server logic, Express/Node.js code, or backend architecture. Enforces REST conventions, middleware patterns, and separation of concerns.
☆ 141View skill
GitHub
performance-fundamentals
Auto-invoke when reviewing loops, data fetching, rendering, database queries, or resource-intensive operations. Identifies N+1 queries, unnecessary re-renders, memory leaks, and scalability issues.
☆ 141View skill
GitHub
accessibility-fundamentals
Auto-invoke when reviewing JSX with interactive elements, forms, buttons, or navigation. Enforces WCAG compliance and inclusive design.
☆ 141View skill
GitHub
documentation-fundamentals
Auto-invoke when reviewing README files, JSDoc comments, or inline documentation. Enforces "WHY not WHAT" principle.
☆ 141View skill
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