Skip to content
planning-with-files logo

Planning with Files

planning-with-files

Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requirin...

SKILL.md

Full skill instructions

Planning with Files

Work like Manus: Use persistent markdown files as your "working memory on disk."

Important: Where Files Go

When using this skill:

  • Templates are stored in the skill directory at ${CLAUDE_PLUGIN_ROOT}/​templates/
  • Your planning files (task_plan.md, findings.md, progress.md) should be created in your project directory — the folder where you're working
LocationWhat Goes There
Skill directory (${CLAUDE_PLUGIN_ROOT}/)Templates, scripts, reference docs
Your project directorytask_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:

  1. Create task_plan.md in your project — Use templates/​task_plan.md as reference
  2. Create findings.md in your project — Use templates/​findings.md as reference
  3. Create progress.md in your project — Use templates/​progress.md as reference
  4. Re-read plan before decisions — Refreshes goals in attention window
  5. 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

FilePurposeWhen to Update
task_plan.mdPhases, progress, decisionsAfter each phase
findings.mdResearch, discoveriesAfter ANY discovery
progress.mdSession log, test resultsThroughout session

Critical Rules

1. Create Plan First

Never start a complex task without task_plan.md. Non-negotiable.

2. 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.

3. Read Before Decide

Before major decisions, read the plan file. This keeps goals in your attention window.

4. Update After Act

After completing any phase:

  • Mark phase status: in_progress → complete
  • Log any errors encountered
  • Note files created/​modified

5. 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 |

6. 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

SituationActionReason
Just wrote a fileDON'T readContent still in context
Viewed image/​PDFWrite findings NOWMultimodal → text before lost
Browser returned dataWrite to fileScreenshots don't persist
Starting new phaseRead plan/​findingsRe-orient if context stale
Error occurredRead relevant fileNeed current state to fix
Resuming after gapRead all planning filesRecover state

The 5-Question Reboot Test

If you can answer these, your context management is solid:

QuestionAnswer 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:

  • 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

Templates

Copy these templates to start:

Scripts

Helper scripts for automation:

  • scripts/​init-session.sh — Initialize all planning files
  • scripts/​check-complete.sh — Verify all phases complete

Advanced Topics

Anti-Patterns

Don'tDo Instead
Use TodoWrite for persistenceCreate task_plan.md file
State goals once and forgetRe-read plan before decisions
Hide errors and retry silentlyLog errors to plan file
Stuff everything in contextStore large content in files
Start executing immediatelyCreate plan file FIRST
Repeat failed actionsTrack attempts, mutate approach
Create files in skill directoryCreate files in your project

More skills from MudassarAbrar

salesforce-development logo
MudassarAbrar/SAGE__GEMINI_LIVE_AGENT_HACKATHON

salesforce-development

Expert patterns for Salesforce platform development including Lightning Web Components (LWC), Apex triggers and classes, REST/Bulk APIs, Connected Apps, and Salesforce DX with scratch orgs and 2nd ...

3 0
View
azure-monitor-opentelemetry-ts logo
MudassarAbrar/SAGE__GEMINI_LIVE_AGENT_HACKATHON

azure-monitor-opentelemetry-ts

Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry). Use when adding distributed tracing, metrics, and logs to Node.js applications with Appli...

3 0
View
popup-cro logo
MudassarAbrar/SAGE__GEMINI_LIVE_AGENT_HACKATHON

popup-cro

Create and optimize popups, modals, overlays, slide-ins, and banners to increase conversions without harming user experience or brand trust.

3 0
View
mtls-configuration logo
MudassarAbrar/SAGE__GEMINI_LIVE_AGENT_HACKATHON

mtls-configuration

Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication.

3 0
View
azure-cosmos-db-py logo
MudassarAbrar/SAGE__GEMINI_LIVE_AGENT_HACKATHON

azure-cosmos-db-py

Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (DefaultAzureCredential + emulator), service...

3 0
View
terraform-infrastructure logo
MudassarAbrar/SAGE__GEMINI_LIVE_AGENT_HACKATHON

terraform-infrastructure

Terraform infrastructure as code workflow for provisioning cloud resources, creating reusable modules, and managing infrastructure at scale.

3 0
View
one-drive-automation logo
MudassarAbrar/SAGE__GEMINI_LIVE_AGENT_HACKATHON

one-drive-automation

Automate OneDrive file management, search, uploads, downloads, sharing, permissions, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.

3 0
View
memory-safety-patterns logo
MudassarAbrar/SAGE__GEMINI_LIVE_AGENT_HACKATHON

memory-safety-patterns

Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory...

3 0
View
fp-ts-errors logo
MudassarAbrar/SAGE__GEMINI_LIVE_AGENT_HACKATHON

fp-ts-errors

Handle errors as values using fp-ts Either and TaskEither for cleaner, more predictable TypeScript code. Use when implementing error handling patterns with fp-ts.

3 0
View
framework-migration-code-migrate logo
MudassarAbrar/SAGE__GEMINI_LIVE_AGENT_HACKATHON

framework-migration-code-migrate

You are a code migration expert specializing in transitioning codebases between frameworks, languages, versions, and platforms. Generate comprehensive migration plans, automated migration scripts, and

3 0
View
azure-ai-voicelive-java logo
MudassarAbrar/SAGE__GEMINI_LIVE_AGENT_HACKATHON

azure-ai-voicelive-java

Real-time, bidirectional voice conversations with AI assistants using WebSocket technology.

3 0
View
agent-memory-mcp logo
MudassarAbrar/SAGE__GEMINI_LIVE_AGENT_HACKATHON

agent-memory-mcp

A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).

3 0
View

Popular AI tools

Kaiber logo
Video

Kaiber

Generate, edit, and beat-sync AI video with leading models in one workspace.

Paid
View
Vimcal logo
Productivity

Vimcal

The world's fastest calendar for remote work

Free
View

Transform Your Design with AI Designer by ImgCreator.ai

Freemium
View
Akool AI logo
Content & writing

Akool AI

Revolutionizing Video Production with AI-Powered Creativity

Paid
View

Extend an image past the frame and let AI fill the new aspect ratio.

Freemium
View
StarByFace logo
Security

StarByFace

Discover your celebrity doppelgänger with StarByFace!

Free
View
C

ChainClarity explains 700+ crypto whitepapers in plain English, with layered summaries, comparisons, research tools, alerts, and a $4.99 Pro plan.

Freemium
View
Opus Clip logo
Coding & apps

Opus Clip

Opus.ai: Revolutionize Your Web Experience

Free
View