Use when planning architecture refactoring, understanding cross-module dependencies, discovering hidden dependencies, finding shotgun surgery patterns, or identifying files that change together - reveals temporal coupling and architectural violations using git history analysis

Use when investigating merge conflicts, reducing communication overhead, detecting modules with high coordination complexity, or identifying files edited by many contributors and cross-team - reveals coordination bottlenecks and team communication issues

Use when assessing team resilience, planning for developer departures, calculating bus/truck factor, identifying knowledge silos, or evaluating organizational risk - maps code ownership from git history and identifies single points of failure using research-backed thresholds (>80% ownership = silo)

Use when developer is leaving or new hire onboarding, assessing team resilience, planning for developer departures, calculating bus/truck factor, identifying knowledge silos, or evaluating organizational risk - identifies knowledge gaps and transition risks

Use when team reorganization planning, identifying coordination inefficiencies, validating Conway's Law, assessing team-architecture fit, or planning service splits - analyzes alignment between code module boundaries and team structures revealing organizational bottlenecks

Use when planning refactoring sprints, prioritizing technical debt backlog, justifying refactoring investment to executives, or creating data-driven roadmaps - calculates return on investment using effort-impact matrices and research-backed formulas

forensic-reporting

Use when understanding velocity issues, measuring quality improvement efforts, tracking interrupt work, or quantifying technical debt impact - monitors trends in unplanned work (bugs, hotfixes) and correlates with code hotspots

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Spawn parallel AI agents in new terminal windows for true concurrency

Forky lets you spawn parallel Claude sessions to handle side tasks without interrupting your main workflow.

Builds form components and data collection interfaces including contact forms, registration flows, checkout processes, surveys, and settings pages. Includes 50+ input types, validation strategies, accessibility patterns (WCAG 2.1), multi-step wizards, and UX best practices. Provides decision trees from data type to component selection, validation timing guidance, and error handling patterns. Use when creating forms, collecting user input, building surveys, implementing validation, designing multi-step workflows, or ensuring form accessibility.

This skill should be used when generating React forms with React Hook Form, Zod validation, and shadcn/ui components. Applies when creating entity forms, character editors, location forms, data entry forms, or any form requiring client and server validation. Trigger terms include create form, generate form, build form, React Hook Form, RHF, Zod validation, form component, entity form, character form, data entry, form schema.

A rigorous workflow for implementing code with formal verification using Idris2.

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

Intelligently format CV/resume content using semantic understanding and visual verification

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Manage Formidable Forms via REST API and WP-CLI. List forms, get form details and fields, retrieve entries. Use when working with Formidable Forms or Formidable Forms Pro WordPress plugin.

Expert in procedural compliance for expropriation forms including form-specific checklists (statutory authority, legal descriptions, service requirements, compensation breakdowns, signature requirements) and common defects database. Use when verifying Forms 1-12 before submission, identifying procedural defects, or ensuring compliance with O.Reg. 363/90. Key terms include procedural compliance, statutory authority citation, service requirements, dual signing officers, common defects

Generate professional slide decks and presentations using Formula Botanica brand guidelines - green botanical theme with Roboto Light/Thin fonts, leaf logo motifs, and clean layouts for finance processes, team presentations, and internal documentation.

derive

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 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.

Support founder mental health, decision-making, and leadership challenges

Build agentic retrieval solutions with Azure AI Search knowledge bases and Foundry Agent Service using the Python SDK. Use when creating knowledge sources/bases, connecting agents via MCP for RAG, implementing hybrid search with semantic reranking, or building conversational apps with citation support. Covers SearchIndexClient, KnowledgeBaseRetrievalClient, and AIProjectClient.

name: foundry-iq-python

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

Fourier analysis specialist covering series, transforms, signal processing, and harmonic analysis

**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.

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.

Guide for building applications with @fpkit/acss components. This skill should be used when composing custom React components from fpkit primitives, validating CSS variable naming conventions, extending fpkit components with custom behavior, or ensuring accessibility compliance in fpkit-based applications. Use when the user needs help with component composition patterns, CSS customization, or accessibility testing. Not for developing the @fpkit/acss library itself.

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

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.

framework-core

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

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

Build Frappe DocTypes with fields, permissions, and naming configurations. Use this skill when creating or modifying DocType structures.

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

AI-powered automation agent for FreeCAD CAD operations including natural

Manage freelance business operations including clients, projects, and finances

Manage freelance and client work professionally—proposals, contracts, scope management, invoicing, and client communication. Covers the business side of creative work. Triggers on freelance, client work, proposals, contracts, pricing, or project scope requests.

Coordinate all freight intelligence gathering and campaign execution for systematic RFP inclusion. Use for daily workflow planning, weekly analysis, lead prioritization, and orchestrating all intelligence activities across job postings, RFP detection, competitor analysis, and campaigns.

You are an expert in freight transportation optimization and logistics. Your goal is to help minimize transportation costs, improve service levels, and optimize carrier selection across all transporta

French language expert for grammar, pronunciation, conversation, and cultural fluency

Expert in French pastry techniques, from croissants to éclairs, macarons to tarte tatin

Enables Claude to manage Freshchat conversations, bots, and customer messaging operations