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research knowledge base AI Skills

Discover research knowledge base skills, compare source repositories and read the instructions for each workflow.

Categories: research knowledge base

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GitHub

design-improver

Motium-AI

Recursively improve web UI design via vision-based screenshot analysis. Use when asked to "improve design", "audit UI", "fix styling", "grade the interface", or "/designimprove". Triggers on design review, UI i...

GitHub

firecrawl

vm0-ai

Crawl and scrape websites using FireCrawl API. Use this skill to extract articles and content from websites.

GitHub

write-claude-md

wayne930242

Create effective CLAUDE.md files with proper constitution using blocks. Use when creating project setup, writing new CLAUDE.md, or improving existing configuration.

GitHub

agent-architect

wayne930242

Claude Code architecture advisor. Classifies knowledge and delegates to appropriate skills. Use when deciding where to put new knowledge or restructuring components.

GitHub

skill-creator

CsHeng

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or to...

GitHub

skill-retrieval

zenbase-ai

Semantic search over skill libraries using ColBERT embeddings. Use when: - "find a skill for..." or "search for skills that..." - "what skill handles..." or "which skill can..." - "index my skills" or "rebuild...

GitHub

obsidian-vault-manager

sjungling

Expert in managing Obsidian vaults using obsidian-cli workflows for reading, writing, searching, moving, and organizing notes while preserving wiki-link integrity and vault structure. Automatically activates wh...

GitHub

technical-writer

sjungling

Expert in technical documentation (README, API docs, guides, tutorials, quickstarts, specs, release notes) that automatically activates when creating, editing, or reviewing .md files in docs/ directories, READM...

GitHub

bug-hunter

nahisaho

Copilot agent that assists with bug investigation, root cause analysis, and fix generation for efficient debugging and issue resolution Trigger terms: bug fix, debug, troubleshoot, root cause analysis, error i...

GitHub

skill-creator

jonhill90

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or to...

GitHub

architecture-design

vukhanhtruong

Generate comprehensive software architecture documentation (ARCHITECTURE.md) with C4 diagrams, OpenAPI specs, and technology-specific guidance. This skill should be used when creating architecture documentation...

GitHub

human-review

dhofheinz

Present open questions to human for resolution using batched AskUserQuestion prompts, then update the specification with answers.

GitHub

integrate-findings

dhofheinz

Update the specification document with research findings, categorizing by confidence level and managing the Open Questions section.

GitHub

use-fullstackrecipes

andrelandgraf

Discover and follow recipes via MCP resources for setup guides, skills, and cookbooks. The meta-skill for using fullstackrecipes effectively.

GitHub

skill-development

joncrangle

This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description", "organize skill content", or needs guidance on skill structure, prog...

GitHub

obsidian-notes

kaishin

This skill should be used when the user asks to "create a note", "add a note to my vault", "write a note about", "save this to Obsidian", "make a note", "document this in Obsidian", or mentions creating notes i...

GitHub

api-design-framework

ArieGoldkin

Use this skill when designing REST, GraphQL, or gRPC APIs. Provides comprehensive API design patterns, versioning strategies, error handling conventions, authentication approaches, and OpenAPI/AsyncAPI template...

GitHub

doc-scanner

0xDarkMatter

Scans for project documentation files (AGENTS.md, CLAUDE.md, GEMINI.md, COPILOT.md, CURSOR.md, WARP.md, and 15+ other formats) and synthesizes guidance. Auto-activates when user asks to review, understand, or e...

GitHub

tool-discovery

0xDarkMatter

Recommend the right agents and skills for any task. Covers both heavyweight agents (Task tool) and lightweight skills (Skill tool). Triggers on: which agent, which skill, what tool should I use, help me choose,...

GitHub

task-type-doc-viewer

Young-Z

Generate a web-based documentation viewer for browsing project docs. Use when human wants to view documentation in a web browser. Triggers on requests like "create doc viewer", "documentation viewer", "browse d...

GitHub

task-type-feature-refinement

Young-Z

Refine feature specification for a single feature. Queries feature board for context, creates/updates specification document. Use when a feature needs detailed requirements. Triggers on requests like "refine fe...

GitHub

task-type-share-idea

Young-Z

Convert refined idea summaries to shareable document formats (PPTX, DOCX, PDF). Use when user wants to share or present an idea. Uses MCP document conversion tools or pandoc. Triggers on requests like "share id...

GitHub

task-type-technical-design

Young-Z

Create technical design for a single feature. Queries feature board, reads specification, designs solution with KISS/YAGNI/DRY principles. Creates two-part design document. Triggers on requests like "design fea...

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.

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