ai-text-humaniser

A collection of specialized AI skills and workflows for Claude Code. Features a comprehensive development pipeline for solo founders plus writing and documentation tools.

Installation

Add this marketplace to Claude Code:

/plugin marketplace add adnanmueller/am-dev-plugins

Then install any plugin:

/plugin install development-pipeline@am-dev-plugins
/plugin install ai-text-humaniser@am-dev-plugins
/plugin install website-copy-standards@am-dev-plugins
/plugin install feature-documenter@am-dev-plugins

Available Plugins

Development Pipeline

The flagship plugin — a comprehensive, stack-agnostic development workflow designed for solo founders.

Pipeline Overview

Phase 0  │ BOOTSTRAP         │ Project setup, stack selection
         │                   │
Phase 1  │ PRODUCT MANAGER   │ Requirements, user stories, priorities
         │                   │
Phase 2a │ UX/UI DESIGNER    │ Design brief (lite) or design system (full)
Phase 2b │ ARCHITECT         │ Technical architecture, API contracts, ADRs
         │                   │ [Parallel execution]
         │                   │
         │ ══ APPROVAL GATE #1 ══
         │                   │
Phase 3a │ BACKEND           │ API implementation, business logic
Phase 3b │ FRONTEND          │ UI components, state management
Phase 3c │ QA SPECS          │ Test specifications [Auto-triggered]
         │                   │ [Parallel execution]
         │                   │
Phase 4  │ QA VALIDATION     │ Execute tests, validate quality
         │                   │
Phase 5  │ DEVOPS            │ Local setup → Infrastructure → CI/CD
         │                   │
Phase 6  │ SECURITY AUDIT    │ Comprehensive security review
         │                   │
         │ ══ APPROVAL GATE #2 ══

Specialized Agents

Key Features

• •Parallel Execution: Phases 2a/2b and 3a/3b/3c run in parallel
• •Human Approval Gates: Critical checkpoints before implementation and deployment
• •Universal Handoff Schema: YAML frontmatter for dependency tracking and versioning
• •Security Embedded: Security considerations tracked through every phase
• •Stack Agnostic: Works with any technology stack

Default Technology Stack

• •Frontend: Next.js 14 + Tailwind CSS + Zustand
• •Backend: Python 3.11 + FastAPI
• •Database: PostgreSQL + Prisma ORM
• •Deployment: Vercel (frontend) + Railway (backend)
• •CI/CD: GitHub Actions

Project Scope Types

Quick Start

1. Install the plugin: /plugin install development-pipeline@am-dev-plugins
2. Say: "I want to build [your idea]"
3. Claude runs the Bootstrap agent to set up your project
4. Progress through phases with next or phase [N]
5. Use status to see pipeline progress

Commands

AI Text Humaniser

Transforms AI-generated text into natural, human-sounding prose by removing common AI patterns:

• •Filler phrases ("It's worth noting that...", "Let's dive in...")
• •Corporate buzzwords (leverage, utilize, synergy)
• •Overwrought metaphors and weak intensifiers
• •Hedging patterns and mechanical transitions

Website Copy Standards

Professional website copywriting with:

• •SEO Optimization: Keyword integration, meta descriptions
• •GEO (Generative Engine Optimization): AI-friendly structured content
• •Accessibility: WCAG compliance, screen reader optimization
• •Structured Data: JSON-LD schema templates (FAQ, Article, Product, Organization)

Includes reference guides for B2B/B2C methodology, landing pages, brand storytelling, and cognitive copywriting.

Feature Documenter

Generates comprehensive feature documentation from code analysis:

• •Template-based documentation generation
• •Simple and comprehensive output formats
• •Code-to-documentation mapping

Contributing

1. Fork the repository
2. Create a feature branch (git checkout -b feature/new-plugin)
3. Add your plugin to plugins/ with a .claude-plugin/plugin.json
4. Update the marketplace.json to include your plugin
5. Open a Pull Request

Plugin Structure

plugins/your-plugin/
├── .claude-plugin/
│   └── plugin.json
├── SKILL.md
└── [additional files]

License

MIT License — Use freely in your projects.

Built for solo founders who want structure without bureaucracy.