Academic research assistant for literature reviews, paper analysis, and scholarly writing. Use when reviewing academic papers, conducting literature reviews, formatting citations (APA/MLA/Chicago), or writing research summaries.
Purpose: Quick reconnaissance of API endpoint parameters before implementation — find what actually works (filters, pagination, limits, auth) via minimal test requests. When: Integrating with a new endpoint where unknown: which params it accepts, pagination type, whether it works without mandatory filters, actual…
Review backend code for quality, security, maintainability, and best practices based on established checklist rules. Use when the user requests a review, analysis, or improvement of backend files (e.g., .py) under the api/ directory. Do NOT use for frontend files (e.g., .tsx, .ts, .js). Supports pending-change review…
SQL, pandas, and statistical analysis expertise for data exploration and insights. Use when: analyzing data, writing SQL queries, using pandas, performing statistical analysis, or when user mentions data analysis, SQL, pandas, statistics, or needs help exploring datasets.
Transform raw data into persuasive business narratives using Setup→Conflict→Resolution framework. Templates for problem-solution, trend analysis, and comparison stories. Use when presenting data to stakeholders or building data-driven reports.
Unified design mega-skill for all artifact types: web pages, landing pages, dashboards, UI components, posters, graphics, and interactive artifacts. Combines best practices from frontend-design, ui-ux-pro-max, canvas-design, and web-artifacts-builder with a built-in quality gate.
Security-focused review of code changes (PRs, commits, diffs) with blast radius estimation and adversarial modeling. Seven-phase workflow from triage to final report. Adapted from Trail of Bits methodology.
Purpose: Universal onboarding for creating any structured documents — portfolio guides, comparison tables, training materials, catalogs, reports, presentations. Output: HTML→PDF, DOCX, Slides. When: User wants to create a document, guide, or presentation from sources (docx, PDF, website, data). Any type. Output…
Electron desktop application development with React, TypeScript, and Vite. Use when building desktop apps, implementing IPC communication, managing windows/tray, handling PTY terminals, integrating WebRTC/audio, or packaging with electron-builder. Covers patterns from AudioBash, Yap, and Pisscord projects.
Purpose: Extract brand hex color palette from image-based PDF or PNG via pixel sampling (PyMuPDF). Used as utility inside doc-creator and standalone. When: Need exact brand colors from a PDF presentation, landing page, logo, or any raster source — and standard text parsing returns nothing. Output: List of hex values…
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.
Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre/post task hooks, session management, Git integration, memory coordination, and neural pattern training for enhanced development workflows.
Purpose: Update skills based on /.claude/reflection.md and user's correction string. Closes the self-improving loop. When: After user has filled the correction string in /.claude/reflection.md. Output: Updated skills (explicit approval per change) + updated /.claude/skills/index.md.
Detects fail-open vulnerabilities where applications run insecurely with missing configuration. Finds hardcoded credentials, weak env var fallbacks, and insecure-by-default settings. Adapted from Trail of Bits methodology.
Purpose: Onboard a new project — asks 4 questions and generates a filled CLAUDE.md with Security Constraints. When: At the start of every new project, before writing any code. Output: Ready CLAUDE.md in project root. Not a template — concrete data.
KPI framework for business dashboards — metric selection, hierarchy (strategic/tactical/operational), SQL templates for MRR/retention, Streamlit examples. Use when designing or reviewing business dashboards and metrics.
Purpose: Bring existing CLAUDE.md to current intake standard without losing data. When: After validate-claude-md found issues; on standard change; onboarding old project. Output: Updated CLAUDE.md with added sections and fixed placeholders. Each change confirmed.
PostgreSQL best practices for query optimization, schema design, indexing, RLS, and connection management. Includes Drizzle ORM patterns for TypeScript — schema definition, type inference, query builder style. Based on Supabase and lobehub guidelines.
★not rated 2 5mo agoA54 tokens
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: