GitHub
database-changes
Make database schema changes in IdeaForge. Triggers: create migration, add table/column, modify column type, add index, use JSONB, use pgvector. File-based migrations with raw SQL, no ORM.
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Databases AI Skills
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GitHub
skill-creator
Guide for creating effective skills. Use this skill when you want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integratio...
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GitHub
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, ge...
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GitHub
frontend-patterns
Build React components and pages in IdeaForge frontend. Triggers: new component, dark mode, API calls, React Context, SSE streams, Tailwind styling. Stack: Next.js 16 App Router, React 19, TypeScript, Tailwind,...
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GitHub
docx
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx file...
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GitHub
brand-guidelines
IdeaForge brand identity - colors, typography, and visual guidelines. Use when styling UI components, creating marketing materials, or ensuring brand consistency.
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GitHub
idea-generation
Work with IdeaForge's AI idea generation system. Triggers: generation flow, AI prompts, scoring system, duplicate detection, real-time logs, generation debugging. Pipeline: API → PromptBuilder → AI → Parse → De...
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GitHub
xlsx
Comprehensive spreadsheet work including creation, editing, and analysis of Excel files (.xlsx, .xlsm, .csv, .tsv). When Claude needs to work with spreadsheets for data analysis, financial modeling, or any Exce...
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GitHub
pptx
Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Addin...
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GitHub
api-endpoint
Create or modify API endpoints in IdeaForge backend. Triggers: new route, controller, service, repository, CRUD operation, Zod validation, API debugging. Pattern: Routes → Controller → Service → Repository.
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GitHub
code-reviewer
Review code for best practices, bugs, and security risks; use for PR reviews, code quality audits, or whenever the user wants feedback.
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GitHub
generating-commit-messages
Generate clear Conventional Commit messages from git diffs; use when writing commits, reviewing staged work, or when the user requests a commit.
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GitHub
experiment-report-writer
Write structured experiment sections (methods + results + discussion) for NQS + SQD projects in this repository, based on contents of results/ and figures/.
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GitHub
nqs-sqd-research
Deep technical assistant for projects that combine Neural Quantum States (FFNN and Transformer-based) with Sample-based Quantum Diagonalization (SQD). Trigger this skill whenever the task involves: (1) designin...
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GitHub
agent-architect
Design, optimize, and refactor AI agent systems based on Anthropic best practices and latest research. Guides you through architectural decisions with interactive questionnaire, loads current documentation, and...
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GitHub
code-quality-standards
Use when writing any code - enforces clean architecture with descriptive names, real implementations, no backward compatibility concerns, and no lint suppressions
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GitHub
vike-skills
Use when building or working with Vike + Vue SSR/SSG applications - establishes best practices for page creation, data fetching, routing, and layouts
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GitHub
update-packages
Use ONLY when user explicitly requests updating Node.js and pnpm versions - systematically updates package managers in all locations (frontend, backend, CI/CD) and verifies versions against official sources. Ne...
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GitHub
mastra-skills
Use when building or working with Mastra agents - establishes best practices for agent development, tool creation, and workflow orchestration
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GitHub
vue
Use when working with Vue.js 3 projects - provides patterns for Composition API, reactivity, components, and best practices from official Vue.js documentation
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GitHub
code-reviewer
Perform comprehensive code review with quality, security, and performance analysis
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GitHub
doc-generator
Generate comprehensive documentation including API docs, comments, and README
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GitHub
doc-generator
コードからドキュメントを自動生成するスキル。関数やクラスのJSDoc/TSDocコメント、README、APIリファレンスなどを生成する際に使用します。
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GitHub
api
Reference for the REST API endpoints, request/response formats, and data models. Use when implementing or debugging API-related features.
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