gepetto

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:

═══════════════════════════════════════════════════════════════
GEPETTO: AI-Assisted Implementation Planning
═══════════════════════════════════════════════════════════════
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:

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:

1. Set planning_dir = parent directory of the spec file

2. Set initial_file = the spec file path

3. Scan for existing planning files:

   • claude-research.md
   • claude-interview.md
   • claude-spec.md
   • claude-plan.md
   • claude-integration-notes.md
   • claude-ralph-loop-prompt.md
   • claude-ralphy-prd.md
   • reviews/ directory
   • sections/ directory

4. Determine mode and resume point:

5. Create TODO list with TodoWrite based on current state

Print status:

If resuming:

Logging Format

Workflow

4. Research Decision

See research-protocol.md.

1. Read the spec file
2. Extract potential research topics (technologies, patterns, integrations)
3. Ask user about codebase research needs
4. Ask user about web research needs (present derived topics as multi-select)
5. Record which research types to perform in step 5

5. Execute Research

See 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

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

Launch TWO subagents in parallel to review the plan:

1. Gemini via Bash
2. 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:

Options: "Done reviewing"

Wait for user confirmation before proceeding.

13. Create Section Index

See 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

Launch parallel subagents - one Task per section for maximum efficiency:

1. First, parse sections/index.md to get the SECTION_MANIFEST list
2. Then launch ALL section Tasks in a single message (parallel execution):

Wait for ALL subagents to complete before proceeding.

15. Generate Execution Files — Subagent

Delegate to subagent to reduce main context token usage:

Wait for subagent completion before proceeding.

16. Final Status

Verify all files were created successfully:

• All section files from SECTION_MANIFEST
• claude-ralph-loop-prompt.md
• claude-ralphy-prd.md

17. Output Summary

Print generated files and next steps: