发现 Skills

Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.

Cross-model agent team orchestration with Claude + Codex + Gemini. Applies Elon's 5 Steps (Question → Delete → Simplify → Accelerate → Automate), Munger-style Inversion, and research-backed multi-agent principles. Healthcare-first with HIPAA compliance. Use when the user mentions "team", "agents", "swarm", "codex in the loop", or for complex multi-model collaboration.

Generate Mermaid diagrams from user requirements. Save .mmd and .md files to figures/ with syntax verification. Supports flowcharts, sequence diagrams, class diagrams, ER diagrams, Gantt charts, and many more diagram types.

Generate pixel art SVG illustrations for READMEs, docs, or slides. Use when the user says "pixel art", "make an SVG illustration", "README hero image", or wants a cute visual.

Proactive action capability. Anticipates needs, proactively reminds, suggests next steps, and spots opportunities. Provides value without waiting for instructions.

Manage Docker Hub images for webcomunica. Use when needed to: build and push custom images, deploy images in Easypanel, list available images, or troubleshoot pull/push issues on Docker Hub.

Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node_essentials and get_node_info, or learning common configuration patterns by node type.

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

Upgrade simple-icons to the latest version and preserve any removed icons by sourcing them from the previous version into common/icons/customIcons.ts and updating icon mappings. Use whenever bumping or upgrading simple-icons in this repo.

Comprehensive ahooks React hooks library specialist. Expert in all 76+ ahooks hooks including state management, effects, data fetching, performance optimization, DOM utilities, and advanced patterns. Use when working with ahooks library, need React hooks utilities or want to learn best practices.

Analyze existing PRD to identify and recommend the single highest-priority task to work on next

Write a 1-page literature snapshot (`output/SNAPSHOT.md`) from a small core set + a bullets-only outline. **Trigger**: snapshot, literature snapshot, 速览, 48h snapshot, one-page snapshot, SNAPSHOT.md. **Use when**: 你要在 24-48h 内交付一个“可读的研究速览”（bullet-first，含关键引用），而不是完整 survey。 **Skip if**: 你已经进入 evidence-first survey 写作（有 `outline/evidence_drafts.jsonl` / `citations/ref.bib` / `output/DRAFT.md`），应改用 `subsection-writer`/`prose-writer`。 **Network**: none. **Guardrail**: 不发明论文/引用；引用只来自 `papers/core_set.csv`（或同 workspace 的候选池）；不写长段落（避免“像综述生成器”）。

Use when starting any conversation - establishes mandatory workflows for finding and using skills

Building WinForms apps on .NET 8+. High-DPI support, experimental dark mode, dependency injection patterns, and modernization tips.

This skill should be used when completing LBO (Leveraged Buyout) model templates in Excel for private equity transactions, deal materials, or investment committee presentations. The skill fills in formulas, validates calculations, and ensures professional formatting standards that adapt to any template structure.

Creates self-contained PPT template SKILLS (not presentations) from user-provided PowerPoint templates. Use ONLY when a user wants to create a reusable skill from their template. For creating actual presentations, use the pptx skill instead.

Router Skill for Claude Cowork — the enterprise multi-cloud surface and Office agents. Cowork covers Claude for Work deployed on third-party clouds (Amazon Bedrock, Microsoft Foundry, LLM gateways), enterprise SSO, telemetry, the M365 connector, and policy controls. Office agents covers Claude in Excel and Slack-style office integrations. Use when the user asks about: deploying Claude for Work on Bedrock or Microsoft Foundry, integrating an LLM gateway, configuring enterprise SSO, enabling telemetry / audit logs, connecting M365, applying enterprise policies, Claude in Excel, or Slack-style office agent integrations. Skip: raw API on Bedrock / Vertex (use anthropic-platform-features), user-facing connectors directory (use claude-connectors), Claude Code CLI in enterprise contexts (use claude-code).

Generate performance review summaries from git repositories by analyzing commits, code changes, and contribution patterns over a specified time range. Use when the user needs to create work reports, performance reviews, or contribution summaries from git history.

Core application patterns for Xiaozhi ESP32 firmware. Use when working with application.cc, state machine, callbacks, or scheduling.

To get possible AWS CLI commands from a natural-language request, suggest candidate `aws ...` commands when the exact service, operation, or syntax is unclear; use before call-aws.

Ask Gemini via the local `gemini` CLI (no MCP). Use when the user says "ask gemini" / "use gemini", wants a second opinion, needs large-context `@path` analysis, sandbox runs, or structured change-mode edits.

Plans organizational change initiatives including technology rollouts, process redesigns, and team restructuring. Maps stakeholders, identifies resistance, designs communication plans, and builds adoption strategies with measurable milestones.

Chain agents together in sequential or branching workflows with data passing

Jeff's display-formatting conventions for money, numbers, dates, and date visuals. Use whenever rendering API values in UI.