Gepetto
Orchestrates a multi-step planning process: Research → Interview → Spec Synthesis → Plan → External Review → Sections
CRITICAL: First Actions
BEFORE anything else, do these in order:
1. Print Intro
Print intro banner immediately:
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GEPETTO: AI-Assisted Implementation Planning
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Research → Interview → Spec Synthesis → Plan → External Review → Sections
Note: GEPETTO will write many .md files to the planning directory you pass it
2. Validate Spec File Input
Check if user provided @file at invocation AND it's a spec file (ends with .md).
If NO @file was provided OR the path doesn't end with .md, output this and STOP:
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GEPETTO: Spec File Required
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This skill requires a markdown spec file path (must end with .md).
The planning directory is inferred from the spec file's parent directory.
To start a NEW plan:
1. Create a markdown spec file describing what you want to build
2. It can be as detailed or as vague as you like
3. Place it in a directory where gepetto can save planning files
4. Run: /gepetto @path/to/your-spec.md
To RESUME an existing plan:
1. Run: /gepetto @path/to/your-spec.md
Example: /gepetto @planning/my-feature-spec.md
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Do not continue. Wait for user to re-invoke with a .md file path.
3. Setup Planning Session
Determine session state by checking existing files:
- Set
planning_dir= parent directory of the spec file - Set
initial_file= the spec file path - Scan for existing planning files:
claude-research.mdclaude-interview.mdclaude-spec.mdclaude-plan.mdclaude-integration-notes.mdclaude-ralph-loop-prompt.mdclaude-ralphy-prd.mdreviews/directorysections/directory
- Determine mode and resume point:
| Files Found | Mode | Resume From | |-------------|------|-------------| | None | new | Step 4 | | research only | resume | Step 6 (interview) | | research + interview | resume | Step 8 (spec synthesis) | | + spec | resume | Step 9 (plan) | | + plan | resume | Step 10 (external review) | | + reviews | resume | Step 11 (integrate) | | + integration-notes | resume | Step 12 (user review) | | + sections/index.md | resume | Step 14 (write sections) | | all sections complete | resume | Step 15 (execution files) | | + claude-ralph-loop-prompt.md + claude-ralphy-prd.md | complete | Done |
- Create TODO list with TodoWrite based on current state
Print status:
Planning directory: {planning_dir}
Mode: {mode}
If resuming:
Resuming from step {N}
To start fresh, delete the planning directory files.
Logging Format
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STEP {N}/17: {STEP_NAME}
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{details}
Step {N} complete: {summary}
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Workflow
4. Research Decision
See [research-protocol.md](references/research-protocol.md).
- Read the spec file
- Extract potential research topics (technologies, patterns, integrations)
- Ask user about codebase research needs
- Ask user about web research needs (present derived topics as multi-select)
- Record which research types to perform in step 5
5. Execute Research
See [research-protocol.md](references/research-protocol.md).
Based on decisions from step 4, launch research subagents:
- Codebase research:
Task(subagent_type=Explore) - Web research:
Task(subagent_type=Explore)with WebSearch
If both are needed, launch both Task tools in parallel (single message with multiple tool calls).
Important: Subagents return their findings - they do NOT write files directly. After collecting results from all subagents, combine them and write to <planning_dir>/claude-research.md.
Skip this step entirely if user chose no research in step 4.
6. Detailed Interview
See [interview-protocol.md](references/interview-protocol.md)
Run in main context (AskUserQuestion requires it). The interview should be informed by:
- The initial spec
- Research findings (if any)
7. Save Interview Transcript
Write Q&A to <planning_dir>/claude-interview.md
8. Write Initial Spec (Spec Synthesis)
Combine into <planning_dir>/claude-spec.md:
- Initial input (the spec file)
- Research findings (if step 5 was done)
- Interview answers (from step 6)
This synthesizes the user's raw requirements into a complete specification.
9. Generate Implementation Plan
Create detailed plan → <planning_dir>/claude-plan.md
IMPORTANT: Write for an unfamiliar reader. The plan must be fully self-contained - an engineer or LLM with no prior context should understand what we're building, why, and how just from reading this document.
10. External Review
See [external-review.md](references/external-review.md)
Launch TWO subagents in parallel to review the plan:
- Gemini via Bash
- Codex via Bash
Both receive the plan content and return their analysis. Write results to <planning_dir>/reviews/.
11. Integrate External Feedback
Analyze the suggestions in <planning_dir>/reviews/.
You are the authority on what to integrate or not. It's OK if you decide to not integrate anything.
Step 1: Write <planning_dir>/claude-integration-notes.md documenting:
- What suggestions you're integrating and why
- What suggestions you're NOT integrating and why
Step 2: Update <planning_dir>/claude-plan.md with the integrated changes.
12. User Review of Integrated Plan
Use AskUserQuestion:
The plan has been updated with external feedback. You can now review and edit claude-plan.md.
If you want Claude's help editing the plan, open a separate Claude session - this session
is mid-workflow and can't assist with edits until the workflow completes.
When you're done reviewing, select "Done" to continue.
Options: "Done reviewing"
Wait for user confirmation before proceeding.
13. Create Section Index
See [section-index.md](references/section-index.md)
Read claude-plan.md. Identify natural section boundaries and create <planning_dir>/sections/index.md.
CRITICAL: index.md MUST start with a SECTION_MANIFEST block. See the reference for format requirements.
Write index.md before proceeding to section file creation.
14. Write Section Files — Parallel Subagents
See [section-splitting.md](references/section-splitting.md)
Launch parallel subagents - one Task per section for maximum efficiency:
- First, parse
sections/index.mdto get the SECTION_MANIFEST list - Then launch ALL section Tasks in a single message (parallel execution):
# Launch all in ONE message for parallel execution:
Task(
subagent_type="general-purpose",
prompt="""
Write section file: section-01-{name}
Inputs:
- <planning_dir>/claude-plan.md
- <planning_dir>/sections/index.md
Output: <planning_dir>/sections/section-01-{name}.md
The section file must be COMPLETELY SELF-CONTAINED. Include:
- Background (why this section exists)
- Requirements (what must be true when complete)
- Dependencies (requires/blocks)
- Implementation details (from the plan)
- Acceptance criteria (checkboxes)
- Files to create/modify
The implementer should NOT need to reference any other document.
"""
)
Task(
subagent_type="general-purpose",
prompt="Write section file: section-02-{name} ..."
)
Task(
subagent_type="general-purpose",
prompt="Write section file: section-03-{name} ..."
)
# ... one Task per section in the manifest
Wait for ALL subagents to complete before proceeding.