发现 Skills

Use when employing FastAPI async patterns for building high-performance APIs. Use when handling concurrent requests and async operations.

Run bioinformatics analyses using Lobster AI - single-cell RNA-seq, bulk RNA-seq, literature mining, dataset discovery, quality control, and visualization. Use when analyzing genomics data, searching for papers/datasets, or working with H5AD, CSV, GEO/SRA accessions, or biological data. Requires lobster-ai package installed.

Implements internationalization using Rails I18n for multi-language support. Use when adding translations, managing locales, localizing dates and currencies, handling pluralization, or when users mention i18n, translations, locales, or multi-language. When not to use: English-only applications with no localization needs, cases where formatting is handled by presenters, or date/number formatting in non-user-facing code.

Add or update PerfectHash generated file outputs (file work entries, prepare/save callbacks, CMake/VCXProj registration, and tests) when new output files or artifacts need to be added.

Instantly.ai API via curl. Use this skill for cold email outreach automation, managing campaigns, leads, and email accounts.

Assess patent novelty and non-obviousness against prior art. Use when the user asks about patent novelty, a patentability check, or wants to evaluate whether an invention is patentable.

Intelligent request routing for /toh command. Analyzes user intent, assesses confidence, detects IDE environment, and routes to the appropriate agent(s). Memory-first approach ensures context awareness. Triggers: /toh command, natural language requests, ambiguous inputs.

Build per-H3 writer context packs (NO PROSE): merge briefs + evidence packs + anchor facts + allowed citations into a single deterministic JSONL, so drafting is less hollow and less brittle. **Trigger**: writer context pack, context pack, drafting pack, paragraph plan pack, 写作上下文包. **Use when**: `outline/subsection_briefs.jsonl` + `outline/evidence_drafts.jsonl` + `outline/anchor_sheet.jsonl` exist and you want to make C5 drafting easier/more consistent. **Skip if**: upstream evidence is missing or scaffolded (fix `paper-notes` / `evidence-binder` / `evidence-draft` / `anchor-sheet` first). **Network**: none. **Guardrail**: NO PROSE; do not invent facts/citations; only use citation keys present in `citations/ref.bib`.

Transform documents, reports, and data into professional McKinsey-style HTML presentations with intelligent chart selection and interactive navigation. Use when: (1) Creating presentations from documents/reports, (2) Converting markdown/text to slides, (3) Generating HTML slides, (4) Applying McKinsey/BCG design, (5) Data visualization in presentations. Keywords: presentation, slides, HTML, McKinsey style, charts, visualization, slides, presentations

Structured messaging protocols for agent team communication including message type selection, plan approval, shutdown procedures, and anti-patterns to avoid. Use this skill when establishing team communication norms, handling plan approvals, or managing team shutdown.

Integrate xAI Grok for intelligent chat and real-time information processing. Core Scenario: When the user wants to use Grok models for advanced reasoning or real-time query answers via CLI.

Expert code review for embedded/firmware projects with dual-model cross-review (Claude + Codex via ACP). Detects memory safety, interrupt hazards, RTOS pitfalls, hardware interface bugs, and C/C++ anti-patterns.

Expert blockchain developer specializing in smart contract development, DApp architecture, and DeFi protocols. Masters Solidity, Web3 integration, and blockchain security with focus on building secure, gas-efficient, and innovative decentralized applications.

LAMMPS molecular dynamics simulation skill for atomistic simulations, force-field setup, and large-scale parallel computations

Configure a WebSocket transport for bidirectional MCP communication, including connection management and reconnection handling.

Overall Equipment Effectiveness calculation and analysis skill with availability, performance, and quality tracking

RViz configuration and custom visualization for robot development and debugging

Simulation experimental design skill for efficient scenario analysis and optimization.

Specialized skill for creating and debugging SystemVerilog assertions for FPGA verification

Value stream mapping skill for current state analysis, waste identification, and future state design with implementation roadmaps

Windows 11 system management

Control and automate Flutter applications — inspect UI, perform gestures, validate state, take screenshots, and debug. Connects AI agents to running Flutter apps via the Dart VM Service Protocol.

Invoke external AI CLIs via native Task agents (Claude, Codex, Gemini, Cursor). Primary mode for multi-provider orchestration with fork-terminal fallback for auth.

Mobile UI patterns - React Native, iOS/Android, touch targets