Planning with Files

"Work like Manus" — Uses persistent markdown files for planning, progress tracking, and knowledge storage.

Description

A Claude Code skill that transforms your workflow to use persistent markdown files for planning and progress tracking — the pattern that made Manus AI worth billions.

The Problem

Claude Code (and most AI agents) suffer from:

• Volatile memory — TodoWrite tool disappears on context reset
• Goal drift — Original goals get forgotten after many tool calls
• Hidden errors — Failures aren't tracked, mistakes repeat
• Context stuffing — Everything crammed into context instead of stored

The Solution: 3-File Pattern

For every complex task, create THREE files:

task_plan.md      → Track phases and progress
notes.md          → Store research and findings
[deliverable].md  → Final output

The Workflow Loop

1. Create task_plan.md with goal and phases
2. Research → save to notes.md → update task_plan.md
3. Read notes.md → create deliverable → update task_plan.md
4. Deliver final output

When to Use

Use this pattern for:

• Multi-step tasks (3+ steps)
• Research tasks
• Building/creating projects
• Tasks spanning many tool calls
• Anything requiring organization

Skip for:

• Simple questions
• Single-file edits
• Quick lookups

Installation

This skill is typically installed globally at ~/.claude/skills/planning-with-files/.

From this repository:

ln -s /path/to/agent-playbook/skills/planning-with-files ~/.claude/skills/planning-with-files

If you prefer the standalone workflow, see the upstream repository in the Links section.

The Manus Principles

Principle	Implementation
Filesystem as memory	Store in files, not context
Attention manipulation	Re-read plan before decisions
Error persistence	Log failures in plan file
Goal tracking	Checkboxes show progress
Append-only context	Never modify history

Example

You: "Research the benefits of TypeScript and write a summary"

Claude creates:

# Task Plan: TypeScript Benefits Research

## Goal
Create a research summary on TypeScript benefits.

## Phases
- [x] Phase 1: Create plan ✓
- [ ] Phase 2: Research and gather sources (CURRENT)
- [ ] Phase 3: Synthesize findings
- [ ] Phase 4: Deliver summary

## Status
**Currently in Phase 2** - Searching for sources

Links

• GitHub Repository
• Context Engineering for AI Agents