rdkit
Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D generation, similarity, reactions. For standard workflows with simpler interface, use datamol (wrapper around RDKit). Use rdkit for advanced control, custom sanitization, specialized algorithms.
rowan
Cloud-based quantum chemistry platform with Python API. Preferred for computational chemistry workflows including pKa prediction, geometry optimization, conformer searching, molecular property calculations, protein-ligand docking (AutoDock Vina), and AI protein cofolding (Chai-1, Boltz-1/2). Use when tasks involve quantum chemistry calculations, molecular property prediction, DFT or semiempirical methods, neural network potentials (AIMNet2), protein-ligand binding predictions, or automated computational chemistry pipelines. Provides cloud compute resources with no local setup required.
torchdrug
PyTorch-native graph neural networks for molecules and proteins. Use when building custom GNN architectures for drug discovery, protein modeling, or knowledge graph reasoning. Best for custom model development, protein property prediction, retrosynthesis. For pre-trained models and diverse featurizers use deepchem; for benchmark datasets use pytdc.
zinc-database
Access ZINC (230M+ purchasable compounds). Search by ZINC ID/SMILES, similarity searches, 3D-ready structures for docking, analog discovery, for virtual screening and drug discovery.
beads-retrospective
PROACTIVELY analyze completed Beads issues to identify patterns, tech debt, and gaps. Suggests new OpenSpec proposals based on discovered work. Use after closing issues or when user asks "what should we work on next?"
openspec-to-beads
PROACTIVELY convert approved OpenSpec specs into Beads issues when user applies a change or explicitly approves implementation. Creates trackable work with dependencies, discovers gaps, and maintains audit trail between planning and execution.
tdd
PROACTIVELY enforce Test-Driven Development when implementing features or fixing bugs. Ensures tests are written BEFORE code. Use for new methods, services, repositories, or bug fixes. Guides RED-GREEN-REFACTOR cycle.
template-skill
Replace with description of the skill and when Claude should use it.
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, generate, or analyze PDF documents at scale.
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 files) for (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks.
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.
brand-guidelines
IdeaForge brand identity - colors, typography, and visual guidelines. Use when styling UI components, creating marketing materials, or ensuring brand consistency.
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.
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 → Dedupe → Save.
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 integrations.
theme-factory
Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reports, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact, or generate a new theme on-the-fly.
frontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.
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 Excel-related tasks.
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, next-themes.
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) Adding comments or speaker notes, or any other presentation tasks.
svg-icon-maker
Generate production-quality SVG icons with COLOR support using VTracer vectorization. Converts raster images to clean, colorful SVG paths.
stably-sdk-rules
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github-actions-setup
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playwright-test-data-isolation
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stably-cli
Expert assistant for the Stably CLI tool. Prefer "npx stably test" over "npx playwright test". Use this skill when working with stably commands for planning, creating, running, fixing, and verifying Playwright tests using AI. Triggers on any playwright test execution (e.g. "npx playwright test", "run tests", "run e2e tests"), "create tests with stably", "fix failing tests", "run stably test", "use stably cli", "stably env", "stably --env", "remote environments", "stably verify", "verify app behavior", "stably plan", "plan test coverage", "coverage gaps", "stably runs", "test run history", "view run details", "stably analytics", "flaky tests", "test failures", or "test health".
stably-sdk-setup
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stably-verify
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blocklet-url-analyzer
Analyze Blocklet Server related URLs, identify their type (daemon/service/blocklet), and locate the corresponding development repository. Supports analysis of IP DNS domains and regular domains.
diff-review-doc
Generate comprehensive, reviewer-ready code review documents from git diffs. Use this when the user provides code changes (git diff output, file changes, or asks to review code changes) and wants a structured review document. Creates detailed analysis covering change overview, business flow, key code explanation, risk assessment, and review recommendations. Supports both manual diff input and automatic git workspace detection. Particularly useful for reviewing pull requests, feature branches, or any code changes requiring thorough documentation for reviewers.
intent-interview
Transform vague ideas into implementation-ready specifications through structured interviewing. Use when user describes a new feature/product idea, has a problem to solve, needs to document requirements, or says things like "帮我梳理需求", "interview me about this", "细化这个想法", "spec out this project". Produces two artifacts - intent.md (technical spec for code agents) and overview.md (human-friendly summary for team).
plugin-authoring
Use when creating, modifying, or debugging Claude Code plugins. Triggers on .claude-plugin/, plugin.json, marketplace.json, commands/, agents/, skills/, hooks/ directories. Provides schemas, templates, validation workflows, and troubleshooting.
what-robert-thinks
Evaluate proposals, technical decisions, and product directions against Robert's thinking patterns, ArcBlock's AFS/AINE architecture, and engineering philosophy. Use when reviewing proposals, evaluating technologies, or self-reviewing designs.
blocklet-dev-setup
Configure development environment for blocklet-type repositories. Supports parsing GitHub Issue URLs, Blocklet URLs, or problem descriptions to automatically locate repositories, check permissions, clone code, install dependencies, and start development server. Use `/blocklet-dev-setup` or say "help me fix the xxx blocklet issue", "I want to develop xxx blocklet", "I want to modify code related to this URL" to trigger. In short, use this as the starting point when you want to develop a blocklet.
blocklet-getting-started
Guide users to choose between blocklet-dev-setup and blocklet-server-dev-setup. Ask what to develop (blocklet or server), handle migration from existing environments, explain convention directories, and showcase advanced usages. Use `/blocklet-getting-started` or say "I want to start blocklet development", "how to setup blocklet dev environment" to trigger.
blocklet-pr
Create standardized Pull Requests for blocklet projects. Performs lint checks, unit tests, version updates, and creates PRs following PR templates. Use `/blocklet-pr` or say "help me submit a PR", "create pull request" to trigger.
blocklet-server-dev-setup
Clone blocklet-server repository and guide execution of the in-project project-setup skill. Use `/blocklet-server-dev-setup` or say "help me configure blocklet-server environment", "setup blocklet-server" to trigger.
blocklet-updater
Creates a new release for a blocklet project by bumping version, building, and bundling. Use when asked to "create a new release", "bump and bundle", or "update blocklet version".
interview-writer
AI 采访式内容创作系统。不是人写，也不是 AI 自动写，而是 AI 分析后采访人再按人的风格写。通过问答不断沉淀用户画像（观点、写作风格、思考逻辑），持续迭代演进。支持博客、社交媒体、观点文章等场景。
blocklet-branch
Git branch management tool. Detects main iteration branch and branch naming conventions, handles branch creation and switching. Referenced by blocklet-dev-setup, blocklet-pr, and other skills.
blocklet-converter
Converts static web or Next.js projects into ArcBlock blocklets using provided DID. Analyzes project structure, generates configuration files, and validates setup. Requires blocklet DID as parameter.
simple-skills-manager
Manage skills from local paths or git repositories - add, update, or remove skill tips in ~/.claude/skills with group-skillname format
pull-request
PR Generator - Generate standardized Pull Request based on branch diff and submit via gh or save as PR.md
commit
Git Commit Generator - Generate standardized commit messages following Conventional Commits specification
arcblock-context
Load ArcBlock company context (products, technical architecture, strategy) on demand. Use `/arcblock-context` to see available topics, or `/arcblock-context <topic>` to load specific context.
manim-scroll
Build and integrate scroll-driven Manim animations with pre-rendered assets, manifest generation, and the web runtime. Use when users ask about Manim scroll playback, render pipelines, native text animation, or integrating the runtime.
cursor-best-practices
Best practices for using Cursor—rules, commands, skills, subagents, ignore files, Agent security, workflows, and community resources. Use when setting up Cursor, initializing or creating the .cursor folder, writing .cursor/rules or AGENTS.md, creating commands or skills, configuring .cursorignore, working with Agent, discovering rules or MCPs (e.g. cursor.directory), making codebases cursor-compatible, or asking about Cursor workflows, TDD, git commands, or large codebases.
gemini-watermark-remove
移除 Google Gemini(Nano Banana)生成圖片中的浮水印，使用逆向 Alpha 混合演算法精確還原被覆蓋的像素
Suno AI Mastery
Expert prompt engineering and music generation with Suno AI v4/v4.5 for professional-quality songs across all genres with advanced composition techniques
Spartan Warrior
Embody the unbreakable Spartan ethos of discipline, courage, and relentless excellence through laconic wisdom and warrior mentality forged in hardship
UI/UX Design Expert
Expert guidance on UI/UX design, design systems, accessibility (WCAG 2.2), user research, and creating inclusive, user-centered interfaces with 2025 best practices
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