planning-with-files

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

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Best use case

planning-with-files is best used when you need a repeatable AI agent workflow instead of a one-off prompt. It is especially useful for teams working in multi. Work like Manus: Use persistent markdown files as your "working memory on disk."

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

Users should expect a more consistent workflow output, faster repeated execution, and less time spent rewriting prompts from scratch.

Practical example

Example input

Use the "planning-with-files" skill to help with this workflow task. Context: Work like Manus: Use persistent markdown files as your "working memory on disk."

Example output

A structured workflow result with clearer steps, more consistent formatting, and an output that is easier to reuse in the next run.

When to use this skill

  • Use this skill when you want a reusable workflow rather than writing the same prompt again and again.

When not to use this skill

  • Do not use this when you only need a one-off answer and do not need a reusable workflow.
  • Do not use it if you cannot install or maintain the related files, repository context, or supporting tools.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/planning-with-files/SKILL.md --create-dirs "https://raw.githubusercontent.com/sickn33/antigravity-awesome-skills/main/plugins/antigravity-awesome-skills-claude/skills/planning-with-files/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/planning-with-files/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How planning-with-files Compares

Feature / Agentplanning-with-filesStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

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

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

Related Guides

SKILL.md Source

# 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

| 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:

1. **Create `task_plan.md`** in your project — Use [templates/task_plan.md](templates/task_plan.md) as reference
2. **Create `findings.md`** in your project — Use [templates/findings.md](templates/findings.md) as reference
3. **Create `progress.md`** in your project — Use [templates/progress.md](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

| 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

### 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.

```markdown
## 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

| 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:**
- 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:

- [templates/task_plan.md](templates/task_plan.md) — Phase tracking
- [templates/findings.md](templates/findings.md) — Research storage
- [templates/progress.md](templates/progress.md) — Session logging

## Scripts

Helper scripts for automation:

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

## Advanced Topics

- **Manus Principles:** See [reference.md](reference.md)
- **Real Examples:** See [examples.md](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 |

## Limitations
- Use this skill only when the task clearly matches the scope described above.
- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.

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