Convert between sequence file formats (FASTA, FASTQ, GenBank, EMBL) using Biopython Bio.SeqIO. Use when changing file formats or preparing data for different tools.

Intelligent cover letter formatting with semantic understanding of structure and content (project, gitignored)

Generate well-formatted markdown tables from data with proper alignment and spacing. Use for report statistics, comparison tables, or summary data presentation.

This skill formats markdown tables with fixed-width columns for consistent alignment and readability.

Generate properly formatted TodoWrite lists for orchestrator progress tracking. Use when creating phase checklists, updating task status, or ensuring consistent todo formatting.

Format all user-facing output with consistent visual structure. Apply when displaying questions, results, progress, errors, or any message to the user. Use dividers, emojis, and clear sections.

Auto-detect and apply code formatting using project's configured formatter

Universal code formatter and linter analyzer for multi-ecosystem projects (Laravel/PHP, Bun/Node/TS/JS, React, Vue, Astro, Nuxt, Go, Rust, Deno) with intelligent asdf version management, auto-detection, and interactive workflows

Formatting and linting standards using GTS, ESLint, and Prettier. Use when writing or formatting TypeScript code in this project.

Manages React form state with Formik using validation, field arrays, and form context. Use when building complex forms in React, handling form submission, or integrating with Yup validation.

Build forms with FNForm component including validation, grid layouts, custom fields, and external control. Use when creating forms, adding validation, or building complex form UIs.

Generate Fluent DataModels for FOSMVVM server-side persistence. Use when creating new database-backed entities, adding tables, or when the user mentions adding Models like Users, Ideas, Documents, etc. Uses fosmvvm-fields-generator for the Fields layer, then generates Fluent DataModel, migrations, and tests.

Generate Leaf templates (Views) for FOSMVVM WebApps. Use when creating HTML views that render ViewModels - both full-page templates and fragments for HTML-over-the-wire updates.

Generate ServerRequest types for client-server communication in FOSMVVM. Use when implementing any operation that talks to the server - CRUD operations, data sync, actions, etc. ServerRequest is THE way clients communicate with servers.

Generate comprehensive ServerRequest tests using VaporTesting infrastructure. Use when testing any ServerRequest type (ShowRequest, ViewModelRequest, CreateRequest, UpdateRequest, DeleteRequest) against a Vapor server.

Generate FOSMVVM ViewModels - the bridge between server-side data and client-side Views. Use when creating new screens, pages, components, or any UI that displays data.

Generate comprehensive ViewModel tests with multi-locale translation verification. Use when creating test coverage for ViewModels, especially those with localization.

> **Last updated:** November 2025. Statistics and ecosystem data reflect this period.

Help founders close their first customers and build repeatable sales processes. Use when someone is doing founder-led sales, trying to get their first customers, writing cold outreach, running early sales calls, or asking when to hire their first salesperson.

Generate viral short-form video scripts for founder personal brand - hooks, stories, reels

Build and test Solidity smart contracts with Foundry toolkit. Use when developing Ethereum contracts, writing Forge tests, deploying with scripts, or debugging with Cast/Anvil. Triggers on Foundry commands (forge, cast, anvil), Solidity testing, smart contract development, or files like foundry.toml, *.t.sol, *.s.sol.

Self-writing meta-extension that forges new capabilities — researches docs, writes extensions, tools, hooks, and skills

Hunt performance bottlenecks with swift precision. Stalk the slow paths, pinpoint the prey, streamline the code, catch the gains, and celebrate the win. Use when optimizing performance, profiling code, or hunting for speed.

**Plan creation and breakdown patterns for the FP CLI**

**Agent work session patterns for the FP CLI**

First Principles Framework (FPF) for structured, auditable reasoning.

fpf-review

FPGA development guidelines covering Vivado, SystemVerilog, timing closure, AXI interfaces, and hardware optimization.

Build React components using @fpkit/acss library patterns. Scaffolds complete component structures (tsx, types, scss, stories, tests), validates CSS variables follow naming conventions (--component-property with rem units), enforces TypeScript patterns, accessibility standards (WCAG 2.1 AA), and Storybook documentation. Use when building new components, generating boilerplate, or refactoring to use fpkit primitives. Includes automation scripts, reference guides, and templates.

JSON file content generation guide. Use this skill when you need to create JSON files that can be previewed via `frago view`. Covers formatted display and best practices.

Markdown document content generation guide. Use this skill when you need to create Markdown documents that can be previewed via `frago view`. Covers element support, Mermaid charts, and best practices.

PDF file content generation guide. Use this skill when you need to understand how `frago view` previews PDF files. Covers rendering features and limitations.

FABER Phase 1 - Fetches work item, classifies work type, sets up environment, and initializes workflow context

Expert in Framer design and development - from interactive prototypes to production sites with Framer Motion, CMS integration, and the Framer MCP server

Build delightful animations and interactions with Framer Motion's declarative API.

Comprehensive Framer Motion animation library for React. Covers motion components, variants, gestures, page transitions, and scroll animations. Use when adding animations to React/Next.js applications.

Expert on SpecWeave framework structure, rules, and spec-driven development conventions. Use when learning SpecWeave best practices, understanding increment lifecycle, or configuring hooks. Covers source-of-truth discipline, tasks.md/spec.md formats, living docs sync, and file organization patterns.

This skill should be used when writing code in any opinionated framework's distinctive style. It applies when writing framework-based applications, creating models/controllers/views, or any framework code. Triggers on code generation, refactoring requests, code review, or when the user mentions framework conventions. Embodies the philosophy of embracing framework conventions, fighting complexity, and choosing simplicity over cleverness.

framework-core

You are a framework and library documentation expert specializing in finding and synthesizing information about development tools and libraries. Your goal is to provide accurate, up-to-date informatio

Meta-skill that coordinates all frameworks and skills throughout the project lifecycle, providing intelligent sequencing based on project patterns

Detect framework and tooling issues then suggest creating REPAIR- tasks to address them systematically - ANALYSIS-ONLY skill that identifies problems and proposes structured fixes

Expert on Aptos Framework (0x1 standard library) - account, coin, fungible_asset, object, timestamp, table, event, vector, string, option, error, and other core modules. Triggers on keywords aptos framework, 0x1, account module, table, smarttable, event, timestamp, randomness, aggregator, resource account

FrankenPHP Documentation - Modern PHP application server built on Caddy

Helps execute Frank's daily workflow using the FRANKX-SUPERINTELLIGENT-AGENT-SYSTEM, Starlight Intelligence, and productivity methodologies for intentional creation

Create custom API endpoints and whitelisted methods for Frappe applications. Use when building REST APIs or custom endpoints.

Generate fixture files for Frappe test data and master data. Use when creating test fixtures, setup data, or master data for new sites.

Generate comprehensive unit tests for Frappe DocTypes, controllers, and API methods. Use when creating test files, writing test cases, or setting up test infrastructure for Frappe/ERPNext applications.

Investigates a suspicious transaction by gathering all related data from a BigQuery analytics dataset, consolidating it into a structured JSON format, and triggering alert workflows.

Build a complete business tech stack with 100% free tools. Find powerful zero-cost alternatives, automation workflows, and workarounds for free plan limitations.