Tools

Implements CSS-in-JS styling with styled-components using tagged template literals, theming, and dynamic props. Use when wanting component-scoped CSS-in-JS, dynamic styling based on props, or theming support.

OpenAPI diff tools, schema comparison, and migration guide templates for detecting breaking changes in APIs, databases, and contracts. Use when analyzing API changes, comparing OpenAPI specs, detecting breaking changes, validating backward compatibility, creating migration guides, analyzing database schema changes, or when user mentions breaking changes, API diff, schema comparison, migration guide, backward compatibility, contract validation, or API versioning.

Jira project management including issues, sprints, boards, and workflows. Activate for Jira tickets, sprint planning, backlog management, and Atlassian integration.

Use when researching AI agents, LLMs, hosting solutions, OCR technologies, video generation models, or evaluating technology stacks. Apply when user asks to research, compare, evaluate, or investigate technologies, frameworks, models, or tools. Use proactively when technical decisions require research backing.

Create and manage Supabase database migrations using MCP tools. Use when creating tables, modifying schemas, adding RLS policies, or working with database structure.

Guardrail workflow that keeps CPU/GPU usage lean by measuring load, narrowing scope, and choosing the lowest-cost validation strategy before running heavy jobs.

Fine-tuning Speech-to-Text models like Whisper using Unsloth's optimized LoRA pipeline. Triggers: stt, whisper, transcription, audio fine-tuning, speech-to-text, audio normalization.

OpenAI compatibility layer for Ollama. Use the official OpenAI Pythonlibrary to interact with Ollama, enabling easy migration from OpenAIand compatibility with LangChain, LlamaIndex, and other OpenAI-based tools.

Prepare releases with semantic versioning, changelog generation, git tags, GitHub releases, and deployment bundle creation.

reviewca が review.md を Must/Should/Nit で書き、OK判定条件を付けるための標準。

Pull trading activity from Polymarket for any user

振り返り観点を追加するガイド。ユーザー指摘から学習し、類似問題を将来検出できるようにする。観点、perspective、チェック追加時に使用。

StoFo 알고리즘 최적화 - 낙찰 예측 정확도 향상

Safely review and merge remote branches into stable. Trigger when: (1) reviewing open PRs, (2) integrating feature branches, (3) checking for stale branches with potential conflicts.

This skill activates when you're debugging TypeScript/JavaScript build errors, compilation failures, or type mismatches. Provides patterns for common errors, root cause analysis techniques, and fixes for type-related issues across frameworks.

R package development conventions following usethis workflow, roxygen2 documentation standards, and CRAN requirements. Use when creating or maintaining R packages.

This skill should be used when the user asks to "implement info tool", "create discovery tool", "progressive disclosure", "help system", "enumerate MCP capabilities", "info tool pattern", or discusses how users discover what an MCP server can do. Provides the info tool pattern for progressive capability discovery.

Use when manuscript has poor logical flow, unclear section organization, or weak paragraph transitions - assesses section-level coherence, paragraph progression, and experimental logic

Prepare pull request descriptions for template changes. Activates on: prepare PR, create PR, pull request, ready for PR, draft PR, write PR

Standards and best practices for generating educational code examples. Ensures consistency, readability, and pedagogical value in all code snippets.