Planning with Files
Work like Manus: Use persistent markdown files as your "working memory on disk."
Important: Where Files Go
When using this skill:
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Templates are stored in the skill directory at ${CLAUDE_PLUGIN_ROOT}/templates/
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Your planning files (task_plan.md , findings.md , progress.md ) should be created in your project directory — the folder where you're working
Location What Goes There
Skill directory (${CLAUDE_PLUGIN_ROOT}/ ) Templates, scripts, reference docs
Your project directory task_plan.md , findings.md , progress.md
This ensures your planning files live alongside your code, not buried in the skill installation folder.
Quick Start
Before ANY complex task:
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Create task_plan.md in your project — Use templates/task_plan.md as reference
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Create findings.md in your project — Use templates/findings.md as reference
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Create progress.md in your project — Use templates/progress.md as reference
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Re-read plan before decisions — Refreshes goals in attention window
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Update after each phase — Mark complete, log errors
Note: All three planning files should be created in your current working directory (your project root), not in the skill's installation folder.
The Core Pattern
Context Window = RAM (volatile, limited) Filesystem = Disk (persistent, unlimited)
→ Anything important gets written to disk.
File Purposes
File Purpose When to Update
task_plan.md
Phases, progress, decisions After each phase
findings.md
Research, discoveries After ANY discovery
progress.md
Session log, test results Throughout session
Critical Rules
- Create Plan First
Never start a complex task without task_plan.md . Non-negotiable.
- The 2-Action Rule
"After every 2 view/browser/search operations, IMMEDIATELY save key findings to text files."
This prevents visual/multimodal information from being lost.
- Read Before Decide
Before major decisions, read the plan file. This keeps goals in your attention window.
- Update After Act
After completing any phase:
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Mark phase status: in_progress → complete
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Log any errors encountered
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Note files created/modified
- Log ALL Errors
Every error goes in the plan file. This builds knowledge and prevents repetition.
Errors Encountered
| Error | Attempt | Resolution |
|---|---|---|
| FileNotFoundError | 1 | Created default config |
| API timeout | 2 | Added retry logic |
- Never Repeat Failures
if action_failed: next_action != same_action
Track what you tried. Mutate the approach.
The 3-Strike Error Protocol
ATTEMPT 1: Diagnose & Fix → Read error carefully → Identify root cause → Apply targeted fix
ATTEMPT 2: Alternative Approach → Same error? Try different method → Different tool? Different library? → NEVER repeat exact same failing action
ATTEMPT 3: Broader Rethink → Question assumptions → Search for solutions → Consider updating the plan
AFTER 3 FAILURES: Escalate to User → Explain what you tried → Share the specific error → Ask for guidance
Read vs Write Decision Matrix
Situation Action Reason
Just wrote a file DON'T read Content still in context
Viewed image/PDF Write findings NOW Multimodal → text before lost
Browser returned data Write to file Screenshots don't persist
Starting new phase Read plan/findings Re-orient if context stale
Error occurred Read relevant file Need current state to fix
Resuming after gap Read all planning files Recover state
The 5-Question Reboot Test
If you can answer these, your context management is solid:
Question Answer Source
Where am I? Current phase in task_plan.md
Where am I going? Remaining phases
What's the goal? Goal statement in plan
What have I learned? findings.md
What have I done? progress.md
When to Use This Pattern
Use for:
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Multi-step tasks (3+ steps)
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Research tasks
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Building/creating projects
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Tasks spanning many tool calls
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Anything requiring organization
Skip for:
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Simple questions
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Single-file edits
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Quick lookups
Templates
Copy these templates to start:
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templates/task_plan.md — Phase tracking
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templates/findings.md — Research storage
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templates/progress.md — Session logging
Scripts
Helper scripts for automation:
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scripts/init-session.sh — Initialize all planning files
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scripts/check-complete.sh — Verify all phases complete
Advanced Topics
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Manus Principles: See reference.md
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Real Examples: See examples.md
Anti-Patterns
Don't Do Instead
Use TodoWrite for persistence Create task_plan.md file
State goals once and forget Re-read plan before decisions
Hide errors and retry silently Log errors to plan file
Stuff everything in context Store large content in files
Start executing immediately Create plan file FIRST
Repeat failed actions Track attempts, mutate approach
Create files in skill directory Create files in your project