发现 Skills

Diagnose interface errors, drops, CRCs, duplex mismatches, flapping, speed negotiation problems, and counter trends on routers, switches, and Linux hosts.

Japanese translation: This file requires a Japanese translation for quality-nonconformance.

A direct-search workflow for PubMed and NCBI E-utilities for biomedical literature: MeSH queries, PMID lookup, citation retrieval, and API-based literature monitoring.

An evidence-first repository execution workflow for ECC. Use this when a user needs to run commands, inspect the repository, debug CI/build failures, and push narrow fixes with precise proof of execution and verification.

Translate visa application documents (images) into English and create a bilingual PDF that contains the original and the translation

Automate project management workflows in Shortcut -- create stories, manage tasks, track epics, and organize workflows through natural language commands.

Automate Spoki tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Sympla tasks via Rube MCP (Composio). Always search tools first for current schemas.

Expert in building browser extensions that solve real problems across Chrome, Firefox, and other Chromium-based browsers. Covers extension architecture, Manifest V3, content scripts, popup UIs, monetization strategies, and Chrome Web Store publishing. Use when: building browser extensions, Chrome extensions, Firefox add-ons, or working with Manifest V3.

Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.

Remove AI-generated code slop from a branch. Use when cleaning up AI-generated code, removing unnecessary comments, defensive checks, or type casts. Checks diff against main and fixes style inconsistencies.

Diffusion-based molecular docking. Predict protein-ligand binding poses from PDB/SMILES, confidence scores, virtual screening, for structure-based drug design. Not for affinity prediction.

Creates detailed, sectionized implementation plans through research, stakeholder interviews, and multi-LLM review. Use when planning features that need thorough pre-implementation analysis.

Generate testable hypotheses. Formulate from observations, design experiments, explore competing explanations, develop predictions, propose mechanisms, for scientific inquiry across domains.

Prepare meeting materials with Notion context and Codex research; use when gathering context, drafting agendas/pre-reads, and tailoring materials to attendees.

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.

Use when writing prose humans will read—documentation, commit messages, error messages, explanations, reports, or UI text. Applies Strunk's timeless rules for clearer, stronger, more professional writing.

Generate comprehensive Vitest tests for code examples in JavaScript concept documentation pages, following project conventions and referencing source lines

美团外卖和本地服务平台 CLI 工具，支持餐厅搜索、红包查询和订单管理。

Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security documentation.

Robust error-handling patterns spanning TypeScript, Python, and Go. Covers typed errors, error boundaries, retries, circuit breakers, and user-facing error messages.

Git workflows, branching strategies, commit message conventions, and the pull request process.

Japanese translation: This file requires a Japanese translation for nanoclaw-repl.

Test-driven development for Quarkus 3.x using JUnit 5, Mockito, REST Assured, Apache Camel test support, and JaCoCo. Intended for use when adding features, fixing bugs, or refactoring event-driven services.