发现 Skills

Molecular machine learning toolkit. Property prediction (ADMET, toxicity), GNNs (GCN, MPNN), MoleculeNet benchmarks, pretrained models, featurization, for drug discovery ML.

Use this skill when the user asks to "escalate privileges on Linux", "find privesc vectors on Linux systems", "exploit sudo misconfigurations", "abuse SUID binaries", "exploit cron jobs for root access", "enumerate Linux systems for privilege escalation", or "gain root access from low-privilege shell". It provides comprehensive techniques for identifying and assessing privilege escalation paths on Linux systems.

Write competitive research proposals for NSF, NIH, DOE, and DARPA. Agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements, innovation narratives, and compliance with submission requirements.

Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical specialties. Supports general medical treatment, rehabilitation therapy, mental health care, chronic disease management, perioperative care, and pain management. Includes SMART goal frameworks, evidence-based interventions with minimal text citations, regulatory compliance (HIPAA), and professional formatting. Prioritizes brevity and clinical actionability.

No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code. But no-code doesn't mean no complexity — these platforms have their own patterns, pitfalls, and breaking points. This skill covers when to use which platform, how to build reliable automations, and when to graduate to code-based solutions. Key insight: Zapier optimizes for simplicity and integrations (7,000+ apps), Make optimizes for power.

Professional translation using Claude's native capabilities. Use this skill when the user needs to translate text between languages with high quality, or when content needs to be localized for different language audiences.

Generates professional infographics with 21 layout types and 20 visual styles. Analyzes content, recommends layout×style combinations, and generates publication-ready infographics. Use when user asks to create "infographic", "信息图", "visual summary", "可视化", or "高密度信息大图".

Guide for implementing oRPC contract-first API patterns in the Dify frontend. Trigger when creating or updating contracts in web/contract, wiring router composition, integrating TanStack Query with typed contracts, migrating legacy service calls to oRPC, or deciding whether to call queryOptions directly vs extracting a helper or use-* hook in web/service.

Review documentation changes for compliance with the Metabase writing style guide. Use when reviewing pull requests, files, or diffs containing documentation Markdown files.

Generate complete presentations with AI - from outline to polished slides

Guides writing bundler tests using itBundled/expectBundled in test/bundler/. Use when creating or modifying bundler, transpiler, or code transformation tests.

Guides using bun.sys for system calls and file I/O in Zig. Use when implementing file operations instead of std.fs or std.posix.

Writing examples for the tldraw SDK examples app. Use when creating new examples, adding SDK demonstrations, or writing example code in apps/examples.

Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific domains.

Clean architecture pattern for Android and Kotlin Multiplatform projects — module structure, dependency rules, UseCase, Repository, and data-layer patterns.

Use this tool to monitor regressions of deployed URLs after deployments, merges, or dependency upgrades.

Coordinate multi-agent coding tasks through Claude DevFleet—plan projects, schedule agents in parallel in isolated git worktrees, monitor progress, and read structured reports.

C# and .NET testing patterns using xUnit, FluentAssertions, mocking, integration testing, and best practices for test organization.

Use connected billing tools like Stripe to operate customer billing workflows such as subscriptions, refunds, churn triage, recovery via the billing portal, plan analysis, and more. Use this when you need to help a customer, inspect a subscription state, or manage billing operations that affect revenue.

An evidence-first email classification, drafting, sending-verification, and sent-mail follow-up workflow for ECC. Used when a user wants to organize mail, draft or send through a real mailbox interface, or prove the content of sent messages.

Operate long-lived agent workloads with observability, security boundaries, and lifecycle management.

FastAPI patterns for asynchronous APIs, dependency injection, Pydantic request/response models, OpenAPI documentation, testing, security, and production readiness.

Draft cold emails, warm intro blurbs, follow-ups, update emails, and investor communications for fundraising. Use when the user wants outreach to angels, VCs, strategic investors, or accelerators and needs concise, personalized, investor-facing messaging.

Management, ingestion, synchronization, and search of a knowledge base that spans multiple storage layers (local files, MCP memory, vector stores, Git repositories). Use this when users want to save, organize, synchronize, deduplicate, and search across their entire knowledge system.