发现 Skills

NSFC申请书图表制作指南。指导如何制作概念图、技术路线图、研究内容关系图、研究基础展示图等。包含Mermaid/Python代码模板和设计原则。

Context-aware code review that adapts its strategy based on what changed

This skill should be used when generating implementation plans from technical specifications. It bridges the gap between "what the system does" (specs) and "how to build it" (plan) through FASE generation, interactive clarification of implementation gaps, technical research, architecture design, and per-FASE plan generation. It reads existing ADRs and decision history in a context-aware way to avoid redundant questions. Generates plan artifacts including FASE files (plan/fases/), PLAN.md, ARCHITECTURE.md, CLARIFY-LOG.md, RESEARCH.md, and per-FASE implementation plans. Does NOT modify specs — only writes to plan/. Intended for users with mature specification repositories that need actionable implementation blueprints. Also use when generating, regenerating, or auditing FASE (implementation phase) files from technical specifications.

Update Javadoc and public documentation after implementing features. Use when finishing implementation to ensure both internal (Javadoc) and external (website docs) documentation are accurate and complete.

Wire up the MkDocs skill-and-agent catalog in the current Claude Code plugin repository per spec/claude/skill-agent-catalog/<canonical_language>.md. Audits the state of `mkdocs.yml` against the spec, scaffolds or patches the `mkdocs-gen-files` + `mkdocs-literate-nav` configuration, writes the generator hook that walks every configured plugin source root, adds the Python dependencies to the project's docs requirements, and verifies that `task docs` produces Skills and Agents sections in the built navigation. Invoke when the user asks to "apply the skill-agent-catalog spec," "wire up the catalog generator," "add the MkDocs catalog to this plugin," "scaffold the skills/agents navigation," "add another plugin source root to the catalog," or equivalent German-language requests ("Skill-Agent-Katalog einrichten," "weiteres Plugin als Quelle im Katalog hinzufügen"). Also handles checking whether a currently wired catalog is still in sync with the spec. Don't use for authoring individual skills or agents (that's `skill-management`) and don't use for general docs scaffolding (that's `project-structure-apply`).

Get current weather and forecasts via open-meteo.com with optional fallback to wttr.in if available. No API key required.

Fetch and display raw content from GitHub file URLs by automatically converting standard GitHub URLs to raw.githubusercontent.com format and retrieving the file content.

Multi-agent workflow orchestration patterns for Vault — dependency ordering, parallel execution rules, handoff protocols

End-to-end workflow for onboarding a new data source from ingestion configuration through staging, testing, documentation, and lineage registration. Sequences: ingestion-strategy, staging-layer, data-quality-testing, data-catalog, data-lineage. Triggers: 'add a new source', 'new data source', 'onboard a connector', 'new connector', 'add Fivetran connector', 'add Airbyte source', 'ingest new data'.

This skill should be used when the user needs help with npx CLI commands, flags, and troubleshooting.

Build UIs with @nuxt/ui v4 — 125+ accessible Vue components with Tailwind CSS theming. Use when creating interfaces, customizing themes to match a brand, building forms, or composing layouts like dashboards, docs sites, and chat interfaces.

Deploy a built dxvk-remix to a game and launch it. Use this when the user asks to deploy, test, run, or debug a game with Remix, or when built changes need to be tested in a running game.

Investigate a failing GitHub Actions run or job and create a GitHub issue for the failure.

Validate and use CUDA graph capture in Megatron Bridge, including local full-iteration graphs and Transformer Engine scoped graphs for attention, MLP, and MoE modules.

Operational guide for enabling Megatron FSDP in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification.

Practical guidance for training MoE VLMs in Megatron Bridge. Compares FSDP and 3D-parallel approaches, using rounded lessons from Qwen3-VL, Qwen3-Next, and other multimodal experiments.

Operational guide for choosing and combining parallelism strategies in Megatron Bridge, including sizing rules, hardware topology mapping, and combined parallelism configuration.

Generates comprehensive code documentation following JSDoc standards. Use when writing documentation, adding docstrings, or documenting APIs.

Use when defining routes, navigating between pages, adding route guards, passing parameters/data between pages, setting up deep links, configuring page transitions, building bottom/top navigation with NavigationHub, or creating onboarding journey flows in a Nylo v7 Flutter app.

Convenes expert panels for problem-solving. Use when user mentions panel, experts, multiple perspectives, MECE, DMAIC, RAPID, Six Sigma, root cause analysis, strategic decisions, or process improvement.

Read-only Qodana static analysis. Reports issues without fixing.

Systematically trace bugs backward through call stack to find original trigger

Use agents-ide MCP tools for faster code exploration and manipulation

Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle.