发现 Skills

REST API design patterns including resource naming, status codes, pagination, filtering, error responses, versioning, and rate limiting for production APIs.

Bootstrap, configure, and author tests for the Vividus BDD framework — JBehave-based, config-first .story files spanning web/REST/mobile/DB via 47+ plugins. Use when the user mentions Vividus, .story files, vividus-bom/-starter, backtick-parameter BDD, or ./gradlew runStories.

Quick data freshness check. Use when the user asks if data is up to date, when a table was last updated, if data is stale, or needs to verify data currency before using it.

Travel-guide automated generation skill. Processes raw travel-note materials (Xiaohongshu, manually curated, or other sources) into a structured travel guide and outputs a Word document (.docx) with a table of contents, route maps, and a source appendix. Use this skill whenever the user mentions "generate travel guide", "organize travel notes", "travel itinerary document", or "travel Word document". Also proactively use this skill when the user provides note materials but does not know how to organize them into a document. Can collaborate with xiaohongshu-skills to achieve end-to-end automation from Xiaohongshu search to the final deliverable.

Instructions for electronics-specific logic and build processes: netlists, PCBs, build steps, and exporters.

How the Zig S-expression engine and typed KiCad models work, how they are exposed to Python (pyzig_sexp), and the invariants around parsing, formatting, and freeing. Use when working with KiCad file parsing, S-expression generation, or layout sync.

Use when adding NotebookLM MCP server to a project, or user wants to install notebooklm-mcp in current project

Use when preparing releases, validating cross-platform compatibility, or updating installation infrastructure. Meta-skill for maintaining AgentSys's 3-platform architecture.

Analyze completed development work to identify automation and systematization opportunities. Use after finishing features, fixing bugs, or completing code reviews. Triggers on "analyze for automation", "what can we automate", "compound opportunities", "systematize".

Generates a Jupyter notebook that transforms datasets between ML schemas for model training or evaluation. Use when the user says "transform", "convert", "reformat", "change the format", or when a dataset's schema needs to change to match the target format — always use this skill for format changes rather than writing inline transformation code. Supports OpenAI chat, SageMaker SFT/DPO/RLVR, HuggingFace preference, Bedrock Nova, VERL, and custom JSONL formats from local files or S3.

ABAP code analysis — read via MCP, analyze with sap-code-reviewer, suggest improvements

Create ABAP programs (Report/CRUD/ALV/Batch) with Main+Include structure, OOP or Procedural, and full agent-driven coding/QA pipeline

Stage 6.5 (v8.1) — cloud / production-reality gates (IaC drift, deployment runbook, SLO + RTO, CI-required-checks seal, scaling proof) — the layers that "vibe coding" never touches

Use when asked to fill, prepare, or audit a Jira entity (epic, story, or sub-task) for AI consumption. Works with any starting entity type—whatever is provided becomes the scope, and only that entity and its children are modified.

Effective use of @ mentions, context window optimization, and semantic search strategies. Use for managing context efficiently and providing targeted references.

Use this skill when building applications with the Claude Agent SDK (Python). It is intended for creating orchestrators with subagents, configuring agents programmatically, setting up hooks and permissions, and following SDK best practices. Trigger this skill when implementing agentic workflows, multi-agent systems, or SDK-based automation.

Write B2B cold emails and follow-up sequences that get replies. Use when the user wants to write cold outreach emails, prospecting emails, cold email campaigns, sales development emails, or SDR emails. Also use when the user mentions "cold outreach," "prospecting email," "outbound email," "email to leads," "reach out to prospects," "sales email," "follow-up email sequence," "nobody's replying to my emails," or "how do I write a cold email." Covers subject lines, opening lines, body copy, CTAs, personalization, and multi-touch follow-up sequences. For warm/lifecycle email sequences, see email-sequence. For sales collateral beyond emails, see sales-enablement.

Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure). Includes pipeline setup, infrastructure as code, deployment automation, and monitoring. Use when setting up pipelines, deploying applications, managing infrastructure, implementing monitoring, or optimizing deployment processes.

Leveraging AI coding assistants and tools to boost development productivity, while maintaining oversight to ensure quality results.

Automatically generate comprehensive unit tests from source code covering happy paths, edge cases, and error conditions. Use when creating test coverage for functions, classes, or modules. Trigger with phrases like "generate unit tests", "create tests for", or "add test coverage".

Generate code explanation cards with syntax highlighting for tutorials and education. Creates title cards and explanation cards with English descriptions and code examples.

Calculate the relative contribution of different factors to a response variable using R² decomposition. Use when you need to quantify how much each factor explains the variance of an outcome.

Generate dynamic-object binary masks after global motion compensation, output CSR sparse format.

Calculating powerlifting scores to determine the performance of lifters across different weight classes.