AI Skills Registry

逆向导入已有小说。将已写好的小说（半成品或完本）反向解析为标准项目目录结构， 兼容 story-long-write / story-short-write 后续写作流程。内部复用 story-long-analyze / story-short-analyze 的拆解管线，按篇

Debug and verification workflow for runtime-bundle and module-resolution regressions. Use when diagnosing unexpected module inclusions, bund

Technical blog post writing with structure, code examples, and developer audience conventions. Covers post types, code formatting, explanati

Set up the Python backtesting environment. Detects OS, creates virtual environment, installs dependencies (openalgo, ta-lib, vectorbt, plotl

Academic writing, research methodology, and scholarly communication workflows. Use when writing papers, literature reviews, grant proposals,

Azure Key Vault Secrets SDK for Rust. Use for storing and retrieving secrets, passwords, and API keys. Triggers: "keyvault secrets rust", "S

Remove backgrounds from images with BiRefNet via inference.sh CLI. Model: BiRefNet (high accuracy background removal). Use for: product phot

Small molecule identification, characterization, and procurement — PubChem, ChEMBL, BindingDB, ADMET-AI, SwissADME, eMolecules, Enamine. Cov

Cross-browser, cross-platform, and cross-device compatibility testing ensuring consistent experience across environments. Use when validatin

Implement structured logging with JSON formats, log levels (DEBUG, INFO, WARN, ERROR), contextual logging, PII handling, and centralized log

Help users implement product-led sales motions. Use when someone is transitioning from pure PLG to sales-assisted, defining PQLs, building s

Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training

This skill should be used when the user asks to "build web automation scripts", "check browser automation for detection", "generate web scra

Helps with Prowler repository CI and PR gates (GitHub Actions workflows). Trigger: When investigating CI checks failing on a PR, PR title va

Use when running Quality Criteria sessions during PI/Sprint planning with HTSM v6.3, Risk Storming, or Testability analysis in the QCSD Idea

Generate Python SDK setup + CRUD + bulk + paging snippets using official patterns.

Generate AI videos with Google Veo, Seedance 2.0, HappyHorse, Wan, Grok and 40+ models via inference.sh CLI. Models: Veo 3.1, Veo 3, Seedanc

Create and validate YAML diagram files. Use when writing new diagrams or troubleshooting YAML syntax.

Guides technology selection and implementation of AI and ML features in .NET 8+ applications using ML.NET, Microsoft.Extensions.AI (MEAI), M

Verify API contracts between services to ensure compatibility and prevent breaking changes. Use for contract testing, Pact, API contract val

Apply London (mock-based) and Chicago (state-based) TDD schools. Use when practicing test-driven development or choosing testing style for y

High-level SDK for Azure AI Foundry projects with agents, connections, deployments, and evaluations.