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12 changes: 8 additions & 4 deletions AGENTS.md
Original file line number Diff line number Diff line change
Expand Up @@ -2,7 +2,7 @@

## Overview

Ralph is an autonomous AI agent loop that runs AI coding tools (Amp or Claude Code) repeatedly until all PRD items are complete. Each iteration is a fresh instance with clean context.
Ralph is an autonomous AI agent loop that runs AI coding tools (Amp, Claude Code, or Gemini CLI) repeatedly until all PRD items are complete. Each iteration is a fresh instance with clean context.

## Commands

Expand All @@ -18,13 +18,17 @@ cd flowchart && npm run build

# Run Ralph with Claude Code
./ralph.sh --tool claude [max_iterations]

# Run Ralph with Gemini CLI
./ralph.sh --tool gemini [max_iterations]
```

## Key Files

- `ralph.sh` - The bash loop that spawns fresh AI instances (supports `--tool amp` or `--tool claude`)
- `ralph.sh` - The bash loop that spawns fresh AI instances (supports `--tool amp`, `--tool claude`, `--tool gemini`)
- `prompt.md` - Instructions given to each AMP instance
- `CLAUDE.md` - Instructions given to each Claude Code instance
- `CLAUDE.md` - Instructions given to each Claude Code instance
- `GEMINI.md` - Instructions given to each Gemini CLI instance
- `prd.json.example` - Example PRD format
- `flowchart/` - Interactive React Flow diagram explaining how Ralph works

Expand All @@ -41,7 +45,7 @@ npm run dev

## Patterns

- Each iteration spawns a fresh AI instance (Amp or Claude Code) with clean context
- Each iteration spawns a fresh AI instance (Amp, Claude Code, or Gemini CLI) with clean context
- Memory persists via git history, `progress.txt`, and `prd.json`
- Stories should be small enough to complete in one context window
- Always update AGENTS.md with discovered patterns for future iterations
104 changes: 104 additions & 0 deletions GEMINI.md
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@@ -0,0 +1,104 @@
# Ralph Agent Instructions

You are an autonomous coding agent working on a software project.

## Your Task

1. Read the PRD at `prd.json` (in the same directory as this file)
2. Read the progress log at `progress.txt` (check Codebase Patterns section first)
3. Check you're on the correct branch from PRD `branchName`. If not, check it out or create from main.
4. Pick the **highest priority** user story where `passes: false`
5. Implement that single user story
6. Run quality checks (e.g., typecheck, lint, test - use whatever your project requires)
7. Update AGENTS.md files if you discover reusable patterns (see below)
8. If checks pass, commit ALL changes with message: `feat: [Story ID] - [Story Title]`
9. Update the PRD to set `passes: true` for the completed story
10. Append your progress to `progress.txt`

## Progress Report Format

APPEND to progress.txt (never replace, always append):
```
## [Date/Time] - [Story ID]
- What was implemented
- Files changed
- **Learnings for future iterations:**
- Patterns discovered (e.g., "this codebase uses X for Y")
- Gotchas encountered (e.g., "don't forget to update Z when changing W")
- Useful context (e.g., "the evaluation panel is in component X")
---
```

The learnings section is critical - it helps future iterations avoid repeating mistakes and understand the codebase better.

## Consolidate Patterns

If you discover a **reusable pattern** that future iterations should know, add it to the `## Codebase Patterns` section at the TOP of progress.txt (create it if it doesn't exist). This section should consolidate the most important learnings:

```
## Codebase Patterns
- Example: Use `sql<number>` template for aggregations
- Example: Always use `IF NOT EXISTS` for migrations
- Example: Export types from actions.ts for UI components
```

Only add patterns that are **general and reusable**, not story-specific details.

## Update AGENTS.md Files

Before committing, check if any edited files have learnings worth preserving in nearby AGENTS.md files:

1. **Identify directories with edited files** - Look at which directories you modified
2. **Check for existing AGENTS.md** - Look for AGENTS.md in those directories or parent directories
3. **Add valuable learnings** - If you discovered something future developers/agents should know:
- API patterns or conventions specific to that module
- Gotchas or non-obvious requirements
- Dependencies between files
- Testing approaches for that area
- Configuration or environment requirements

**Examples of good AGENTS.md additions:**
- "When modifying X, also update Y to keep them in sync"
- "This module uses pattern Z for all API calls"
- "Tests require the dev server running on PORT 3000"
- "Field names must match the template exactly"

**Do NOT add:**
- Story-specific implementation details
- Temporary debugging notes
- Information already in progress.txt

Only update AGENTS.md if you have **genuinely reusable knowledge** that would help future work in that directory.

## Quality Requirements

- ALL commits must pass your project's quality checks (typecheck, lint, test)
- Do NOT commit broken code
- Keep changes focused and minimal
- Follow existing code patterns

## Browser Testing (If Available)

For any story that changes UI, verify it works in the browser if you have browser testing tools configured (e.g., via MCP):

1. Navigate to the relevant page
2. Verify the UI changes work as expected
3. Take a screenshot if helpful for the progress log

If no browser tools are available, note in your progress report that manual browser verification is needed.

## Stop Condition

After completing a user story, check if ALL stories have `passes: true`.

If ALL stories are complete and passing, reply with:
<promise>COMPLETE</promise>

If there are still stories with `passes: false`, end your response normally (another iteration will pick up the next story).

## Important

- Work on ONE story per iteration
- Commit frequently
- Keep CI green
- Read the Codebase Patterns section in progress.txt before starting
28 changes: 21 additions & 7 deletions README.md
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Expand Up @@ -2,7 +2,7 @@

![Ralph](ralph.webp)

Ralph is an autonomous AI agent loop that runs AI coding tools ([Amp](https://ampcode.com) or [Claude Code](https://docs.anthropic.com/en/docs/claude-code)) repeatedly until all PRD items are complete. Each iteration is a fresh instance with clean context. Memory persists via git history, `progress.txt`, and `prd.json`.
Ralph is an autonomous AI agent loop that runs AI coding tools ([Amp](https://ampcode.com), [Claude Code](https://docs.anthropic.com/en/docs/claude-code), or [Gemini CLI](https://github.com/GoogleCloudPlatform/gemini-cli)) repeatedly until all PRD items are complete. Each iteration is a fresh instance with clean context. Memory persists via git history, `progress.txt`, and `prd.json`.

Based on [Geoffrey Huntley's Ralph pattern](https://ghuntley.com/ralph/).

Expand All @@ -13,6 +13,7 @@ Based on [Geoffrey Huntley's Ralph pattern](https://ghuntley.com/ralph/).
- One of the following AI coding tools installed and authenticated:
- [Amp CLI](https://ampcode.com) (default)
- [Claude Code](https://docs.anthropic.com/en/docs/claude-code) (`npm install -g @anthropic-ai/claude-code`)
- [Gemini CLI](https://github.com/google-gemini/gemini-cli) (`npm install -g @google/gemini-cli`)
- `jq` installed (`brew install jq` on macOS)
- A git repository for your project

Expand All @@ -31,6 +32,8 @@ cp /path/to/ralph/ralph.sh scripts/ralph/
cp /path/to/ralph/prompt.md scripts/ralph/prompt.md # For Amp
# OR
cp /path/to/ralph/CLAUDE.md scripts/ralph/CLAUDE.md # For Claude Code
# OR
cp /path/to/ralph/GEMINI.md scripts/ralph/GEMINI.md # For Gemini CLI

chmod +x scripts/ralph/ralph.sh
```
Expand All @@ -51,6 +54,13 @@ cp -r skills/prd ~/.claude/skills/
cp -r skills/ralph ~/.claude/skills/
```

For Gemini CLI
```bash
mkdir -p ~/.gemini/skills/
cp -r skills/prd ~/.gemini/skills/
cp -r skills/ralph ~/.gemini/skills/
```

### Option 3: Use as Claude Code Marketplace

Add the Ralph marketplace to Claude Code:
Expand Down Expand Up @@ -115,9 +125,12 @@ This creates `prd.json` with user stories structured for autonomous execution.

# Using Claude Code
./scripts/ralph/ralph.sh --tool claude [max_iterations]

# Using Gemini CLI
./scripts/ralph/ralph.sh --tool gemini [max_iterations]
```

Default is 10 iterations. Use `--tool amp` or `--tool claude` to select your AI coding tool.
Default is 10 iterations. Use `--tool amp`, `--tool claude`, or `--tool gemini` to select your AI coding tool.

Ralph will:
1. Create a feature branch (from PRD `branchName`)
Expand All @@ -133,14 +146,15 @@ Ralph will:

| File | Purpose |
|------|---------|
| `ralph.sh` | The bash loop that spawns fresh AI instances (supports `--tool amp` or `--tool claude`) |
| `ralph.sh` | The bash loop that spawns fresh AI instances (supports `--tool amp`, `--tool claude`, `--tool gemini`) |
| `prompt.md` | Prompt template for Amp |
| `CLAUDE.md` | Prompt template for Claude Code |
| `GEMINI.md` | Prompt template for Gemini CLI |
| `prd.json` | User stories with `passes` status (the task list) |
| `prd.json.example` | Example PRD format for reference |
| `progress.txt` | Append-only learnings for future iterations |
| `skills/prd/` | Skill for generating PRDs (works with Amp and Claude Code) |
| `skills/ralph/` | Skill for converting PRDs to JSON (works with Amp and Claude Code) |
| `skills/prd/` | Skill for generating PRDs (works with Amp, Claude Code, Gemini CLI) |
| `skills/ralph/` | Skill for converting PRDs to JSON (works with Amp, Claude Code, Gemini CLI) |
| `.claude-plugin/` | Plugin manifest for Claude Code marketplace discovery |
| `flowchart/` | Interactive visualization of how Ralph works |

Expand All @@ -162,7 +176,7 @@ npm run dev

### Each Iteration = Fresh Context

Each iteration spawns a **new AI instance** (Amp or Claude Code) with clean context. The only memory between iterations is:
Each iteration spawns a **new AI instance** (Amp, Claude Code, or Gemini CLI) with clean context. The only memory between iterations is:
- Git history (commits from previous iterations)
- `progress.txt` (learnings and context)
- `prd.json` (which stories are done)
Expand Down Expand Up @@ -223,7 +237,7 @@ git log --oneline -10

## Customizing the Prompt

After copying `prompt.md` (for Amp) or `CLAUDE.md` (for Claude Code) to your project, customize it for your project:
After copying `prompt.md` (for Amp), `CLAUDE.md` (for Claude Code), or `GEMINI.md` (for Gemini CLI) to your project, customize it for your project:
- Add project-specific quality check commands
- Include codebase conventions
- Add common gotchas for your stack
Expand Down
14 changes: 11 additions & 3 deletions ralph.sh
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
#!/bin/bash
# Ralph Wiggum - Long-running AI agent loop
# Usage: ./ralph.sh [--tool amp|claude] [max_iterations]
# Usage: ./ralph.sh [--tool amp|claude|gemini] [max_iterations]

set -e

Expand Down Expand Up @@ -29,8 +29,13 @@ while [[ $# -gt 0 ]]; do
done

# Validate tool choice
if [[ "$TOOL" != "amp" && "$TOOL" != "claude" ]]; then
echo "Error: Invalid tool '$TOOL'. Must be 'amp' or 'claude'."
VALID_TOOLS=("amp" "claude" "gemini")
VALID=false
for t in "${VALID_TOOLS[@]}"; do
[[ "$TOOL" == "$t" ]] && VALID=true && break
done
if ! $VALID; then
echo "Error: Invalid tool '$TOOL'. Must be one of: ${VALID_TOOLS[*]}"
exit 1
fi
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
Expand Down Expand Up @@ -90,6 +95,9 @@ for i in $(seq 1 $MAX_ITERATIONS); do
# Run the selected tool with the ralph prompt
if [[ "$TOOL" == "amp" ]]; then
OUTPUT=$(cat "$SCRIPT_DIR/prompt.md" | amp --dangerously-allow-all 2>&1 | tee /dev/stderr) || true
elif [[ "$TOOL" == "gemini" ]]; then
# Gemini CLI: use --yolo for autonomous operation
OUTPUT=$(cat "$SCRIPT_DIR/GEMINI.md" | gemini --yolo 2>&1 | tee /dev/stderr) || true
else
# Claude Code: use --dangerously-skip-permissions for autonomous operation, --print for output
OUTPUT=$(claude --dangerously-skip-permissions --print < "$SCRIPT_DIR/CLAUDE.md" 2>&1 | tee /dev/stderr) || true
Expand Down
2 changes: 1 addition & 1 deletion skills/ralph/SKILL.md
Original file line number Diff line number Diff line change
Expand Up @@ -47,7 +47,7 @@ Take a PRD (markdown file or text) and convert it to `prd.json` in your ralph di

**Each story must be completable in ONE Ralph iteration (one context window).**

Ralph spawns a fresh Amp instance per iteration with no memory of previous work. If a story is too big, the LLM runs out of context before finishing and produces broken code.
Ralph spawns a fresh AI agent instance per iteration with no memory of previous work. If a story is too big, the LLM runs out of context before finishing and produces broken code.

### Right-sized stories:
- Add a database column and migration
Expand Down