mapify-cli 3.0.0

MAP Framework installer - Modular Agentic Planner for Claude Code

MAP Framework for Claude Code

Structured AI development workflows that replace ad-hoc prompting with plan → execute → validate loops.

Based on MAP cognitive architecture (Nature Communications, 2025) — 74% improvement in planning tasks.

Why MAP?

• Structured workflows — 11 specialized agents instead of single-prompt chaos
• Quality gates — automatic validation catches errors before they compound
• 40-60% cost savings — prevents circular reasoning and scope creep
• Learning system — captures patterns for reuse across projects

Quick Start

1. Install

pip install mapify-cli

2. Initialize (in your project)

cd your-project
mapify init

3. Start Claude Code and run your first workflow

claude

/map-efficient implement user authentication with JWT tokens

You'll know it's working when: Claude spawns specialized agents (TaskDecomposer → Actor → Monitor) with structured output instead of freeform responses.

Core Commands

Command	Use For
/map-efficient	Production features (recommended)
/map-debug	Bug fixes and debugging
/map-review	Pre-commit code review
/map-fast	Throwaway prototypes only

All commands and options →

How It Works

MAP orchestrates specialized agents through slash commands:

TaskDecomposer → breaks goal into subtasks
     ↓
   Actor → generates code
     ↓
  Monitor → validates quality (loop if needed)
     ↓
 Predictor → analyzes impact (for risky changes)

The orchestration lives in .claude/commands/map-*.md prompts created by mapify init.

Architecture deep-dive →

Documentation

Guide	Description
Installation	All install methods, PATH setup, troubleshooting
Usage Guide	Workflows, examples, cost optimization, playbook
Architecture	Agents, MCP integration, customization

Trouble?

• Command not found → Run mapify init in your project first
• Agent errors → Check .claude/agents/ has all 11 .md files
• More help →

Contributing

Improvements welcome: prompts for specific languages, new agents, CI/CD integrations.

License

MIT

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MAP brings structure to AI-assisted development. Start with /map-efficient and see the difference.