Planloop: AI Skill for Complex Task Planning & Execution

Planloop: AI Skill for Complex Task Planning & Execution

Planloop is an AI skill designed to facilitate the planning and execution of complex tasks within AI coding environments such as Claude Code, Cursor, and Codex. It operates by breaking down ambiguously defined tasks into manageable components, ensuring decisions are made and all requirements are addressed before proceeding with execution.

What this skill does

• Initiates a loop process when triggered by a request involving complex planning or execution.
• Asks a series of small, batched queries to gather necessary information.
• Compiles responses into a structured document (plan.md) for approval.
• Delivers the work in verified stages, allowing users to review completed sections.
• Identifies and surfaces any unresolved aspects of the task for further clarification.
• References a learnings file (if available) to tailor its approach based on previous adjustments.

Who it is for

Planloop is particularly suited for developers and teams who utilize AI coding agents like Claude Code, Cursor, and Codex. It is ideal for those who deal with complex, multi-step projects requiring thorough planning and iterative execution.

Use cases

• Planning and executing a new software feature with multiple dependencies and ambiguous requirements.
• Organising a multi-phase research and development project where clarity and verification at each step are crucial.
• Developing a detailed strategy for migrating legacy systems to cloud-based solutions.

Technical details

• Works with AI agent skills in environments such as Claude Code, Cursor, and Codex.
• State is maintained on disk rather than in conversation, ensuring consistency across sessions.
• Utilizes a configuration directory (`~/.claude/`, `~/.codex/`, `~/.gemini/`) to access and apply user-specific learnings.

Source & Licence

This package is built on open-source work published by nmahavishnu (nmahavishnu/planloop) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.