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Get Started Free →Transforms workflow to use Manus-style persistent markdown files for planning, progress tracking, and knowledge storage. Use when starting complex tasks, multi-step projects, research tasks, or when the user mentions planning, organizing work, tracking progress, or wants structured output.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-08 | ✗→✓ | ▲ Improved | 13% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 18% | 0% |
| case-10 | ✗→✓ | ▲ Improved | -6% | 0% |
| case-17 | ✗→✓ | ▲ Improved | 37% | 0% |
| case-12 | ✗→✓ | ▲ Improved | 1% | 0% |
Work like Manus: Use persistent markdown files as your "working memory on disk."
Before ANY complex task:
task_plan.md in the working directoryFor every non-trivial task, create THREE files:
| File | Purpose | When to Update | |------|---------|----------------| | task_plan.md | Track phases and progress | After each phase | | notes.md | Store findings and research | During research | | [deliverable].md | Final output | At completion |
Loop 1: Create task_plan.md with goal and phases
Loop 2: Research → save to notes.md → update task_plan.md
Loop 3: Read notes.md → create deliverable → update task_plan.md
Loop 4: Deliver final outputBefore each major action:
bashRead task_plan.md # Refresh goals in attention window
After each phase:
bashEdit task_plan.md # Mark [x], update status
When storing information:
bashWrite notes.md # Don't stuff context, store in file
Create this file FIRST for any complex task:
markdown# Task Plan: [Brief Description] ## Goal [One sentence describing the end state] ## Phases - [ ] Phase 1: Plan and setup - [ ] Phase 2: Research/gather information - [ ] Phase 3: Execute/build - [ ] Phase 4: Review and deliver ## Key Questions 1. [Question to answer] 2. [Question to answer] ## Decisions Made - [Decision]: [Rationale] ## Errors Encountered - [Error]: [Resolution] ## Status **Currently in Phase X** - [What I'm doing now]
For research and findings:
markdown# Notes: [Topic] ## Sources ### Source 1: [Name] - URL: [link] - Key points: - [Finding] - [Finding] ## Synthesized Findings ### [Category] - [Finding] - [Finding]
Never start a complex task without task_plan.md. This is non-negotiable.
Before any major decision, read the plan file. This keeps goals in your attention window.
After completing any phase, immediately update the plan file:
Large outputs go to files, not context. Keep only paths in working memory.
Every error goes in the "Errors Encountered" section. This builds knowledge for future tasks.
Use 3-file pattern for:
Skip for:
| Don't | Do Instead | |-------|------------| | Use TodoWrite for persistence | Create task_plan.md file | | State goals once and forget | Re-read plan before each decision | | Hide errors and retry | Log errors to plan file | | Stuff everything in context | Store large content in files | | Start executing immediately | Create plan file FIRST |
See reference.md for:
See examples.md for:
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