Ghost-Agent
CryptoDmitry/Ghost-Agent/CLAUDE.md
This is the Ralph for Claude Code repository - an autonomous AI development loop system that enables continuous development cycles with intelligent exit detection and rate limiting. Version: v0.9.8 | Tests: 276 passing (100% pass rate) | CI/CD: GitHub Actions The system consists of four main bash scripts and a modular library system: The system uses a modular architecture with reusable components in the lib/ directory:
CLAUDE.md747 starsChanged 9 months ago
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# CLAUDE.md
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
## Repository Overview
This is the Ralph for Claude Code repository - an autonomous AI development loop system that enables continuous development cycles with intelligent exit detection and rate limiting.
**Version**: v0.9.8 | **Tests**: 276 passing (100% pass rate) | **CI/CD**: GitHub Actions
## Core Architecture
The system consists of four main bash scripts and a modular library system:
### Main Scripts
1. **ralph_loop.sh** - The main autonomous loop that executes Claude Code repeatedly
2. **ralph_monitor.sh** - Live monitoring dashboard for tracking loop status
3. **setup.sh** - Project initialization script for new Ralph projects
4. **create_files.sh** - Bootstrap script that creates the entire Ralph system
5. **ralph_import.sh** - PRD/specification import tool that converts documents to Ralph format
- Uses modern Claude Code CLI with `--output-format json` for structured responses
- Implements `detect_response_format()` and `parse_conversion_response()` for JSON parsing
- Backward compatible with older CLI versions (automatic text fallback)
### Library Components (lib/)
The system uses a modular architecture with reusable components in the `lib/` directory:
1. **lib/circuit_breaker.sh** - Circuit breaker pattern implementation
- Prevents runaway loops by detecting stagnation
- Three states: CLOSED (normal), HALF_OPEN (monitoring), OPEN (halted)
- Configurable thresholds for no-progress and error detection
- Automatic state transitions and recovery
2. **lib/response_analyzer.sh** - Intelligent response analysis
- Analyzes Claude Code output for completion signals
- **JSON output format detection and parsing** (with text fallback)
- Supports both flat JSON format and Claude CLI format (`result`, `sessionId`, `metadata`)
- Extracts structured fields: status, exit_signal, work_type, files_modified
- **Session management**: `store_session_id()`, `get_last_session_id()`, `should_resume_session()`
- Automatic session persistence to `.claude_session_id` file with 24-hour expiration
- Session lifecycle: `get_session_id()`, `reset_session()`, `log_session_transition()`, `init_session_tracking()`
- Session history tracked in `.ralph_session_history` (last 50 transitions)
- Session auto-reset on: circuit breaker open, manual interrupt, project completion
- Detects test-only loops and stuck error patterns
- Two-stage error filtering to eliminate false positives
- Multi-line error matching for accurate stuck loop detection
- Confidence scoring for exit decisions
3. **lib/date_utils.sh** - Cross-platform date utilities
- ISO timestamp generation for logging
- Epoch time calculations for rate limiting
## Key Commands
### Installation
```bash
# Install Ralph globally (run once)
./install.sh
# Uninstall Ralph
./install.sh uninstall
```
### Setting Up a New Project
```bash
# Create a new Ralph-managed project (run from anywhere)
ralph-setup my-project-name
cd my-project-name
```
### Running the Ralph Loop
```bash
# Start with integrated tmux monitoring (recommended)
ralph --monitor
# Start without monitoring
ralph
# With custom parameters and monitoring
ralph --monitor --calls 50 --prompt my_custom_prompt.md
# Check current status
ralph --status
# Circuit breaker management
ralph --reset-circuit
ralph --circuit-status
# Session management
ralph --reset-session # Reset session state manually
```
### Monitoring
```bash
# Integrated tmux monitoring (recommended)
ralph --monitor
# Manual monitoring in separate terminal
ralph-monitor
# tmux session management
tmux list-sessions
tmux attach -t <session-name>
```
### Running Tests
```bash
# Run all tests (165 tests)
npm test
# Run specific test suites
npm run test:unit
npm run test:integration
# Run individual test files
bats tests/unit/test_cli_parsing.bats
bats tests/unit/test_json_parsing.bats
bats tests/unit/test_cli_modern.bats
```
## Ralph Loop Configuration
The loop is controlled by several key files and environment variables:
- **PROMPT.md** - Main prompt file that drives each loop iteration
- **@fix_plan.md** - Prioritized task list that Ralph follows
- **@AGENT.md** - Build and run instructions maintained by Ralph
- **status.json** - Real-time status tracking (JSON format)
- **logs/** - Execution logs for each loop iteration
### Rate Limiting
- Default: 100 API calls per hour (configurable via `--calls` flag)
- Automatic hourly reset with countdown display
- Call tracking persists across script restarts
### Modern CLI Configuration (Phase 1.1)
Ralph uses modern Claude Code CLI flags for structured communication:
**Configuration Variables:**
```bash
CLAUDE_OUTPUT_FORMAT="json" # Output format: json (default) or text
CLAUDE_ALLOWED_TOOLS="Write,Bash(git *),Read" # Allowed tool permissions
CLAUDE_USE_CONTINUE=true # Enable session continuity
CLAUDE_MIN_VERSION="2.0.76" # Minimum Claude CLI version
```
**CLI Options:**
- `--output-format json|text` - Set Claude output format (default: json)
- `--allowed-tools "Write,Read,Bash(git *)"` - Restrict allowed tools
- `--no-continue` - Disable session continuity, start fresh each loop
**Loop Context:**
Each loop iteration injects context via `build_loop_context()`:
- Current loop number
- Remaining tasks from @fix_plan.md
- Circuit breaker state (if not CLOSED)
- Previous loop work summary
**Session Continuity:**
- Sessions are preserved in `.claude_session_id`
- Use `--continue` flag to maintain context across loops
- Disable with `--no-continue` for isolated iterations
### Intelligent Exit Detection
The loop uses a dual-condition check to prevent premature exits during productive iterations:
**Exit requires BOTH conditions:**
1. `recent_completion_indicators >= 2` (heuristic-based detection from natural language patterns)
2. Claude's explicit `EXIT_SIGNAL: true` in the RALPH_STATUS block
The `EXIT_SIGNAL` value is read from `.response_analysis` (at `.analysis.exit_signal`) which is populated by `response_analyzer.sh` from Claude's RALPH_STATUS output block.
**Other exit conditions (checked before completion indicators):**
- Multiple consecutive "done" signals from Claude Code (`done_signals >= 2`)
- Too many test-only loops indicating feature completeness (`test_loops >= 3`)
- All items in @fix_plan.md marked as completed
**Example behavior when EXIT_SIGNAL is false:**
```
Loop 5: Claude outputs "Phase complete, moving to next feature"
→ completion_indicators: 3 (high confidence from patterns)
→ EXIT_SIGNAL: false (Claude explicitly says more work needed)
→ Result: CONTINUE (respects Claude's explicit intent)
Loop 8: Claude outputs "All tasks complete, project ready"
→ completion_indicators: 4
→ EXIT_SIGNAL: true (Claude confirms project is done)
→ Result: EXIT with "project_complete"
```
**Rationale:** Natural language patterns like "done" or "complete" can trigger false positives during productive work (e.g., "feature done, moving to tests"). By requiring Claude's explicit EXIT_SIGNAL confirmation, Ralph avoids exiting mid-iteration when Claude is still working.
## CI/CD Pipeline
Ralph uses GitHub Actions for continuous integration:
### Workflows (`.github/workflows/`)
1. **test.yml** - Main test suite
- Runs on push to `main`/`develop` and PRs to `main`
- Executes unit, integration, and E2E tests
- Coverage reporting with kcov (informational only)
- Uploads coverage artifacts
2. **claude.yml** - Claude Code GitHub Actions integration
- Automated code review capabilities
3. **claude-code-review.yml** - PR code review workflow
- Automated review on pull requests
### Coverage Note
Bash code coverage measurement with kcov has fundamental limitations when tracing subprocess executions. The `COVERAGE_THRESHOLD` is set to 0 (disabled) because kcov cannot instrument subprocesses spawned by bats. **Test pass rate (100%) is the quality gate.** See [bats-core#15](https://github.com/bats-core/bats-core/issues/15) for details.
## Project Structure for Ralph-Managed Projects
Each project created with `./setup.sh` follows this structure:
```
project-name/
├── PROMPT.md # Main development instructions
├── @fix_plan.md # Prioritized TODO list
├── @AGENT.md # Build/run instructions
├── specs/ # Project specifications
├── src/ # Source code
├── examples/ # Usage examples
├── logs/ # Loop execution logs
└── docs/generated/ # Auto-generated documentation
```
## Template System
Templates in `templates/` provide starting points for new projects:
- **PROMPT.md** - Instructions for Ralph's autonomous behavior
- **fix_plan.md** - Initial task structure
- **AGENT.md** - Build system template
## File Naming Conventions
- Files prefixed with `@` (e.g., `@fix_plan.md`) are Ralph-specific control files
- Hidden files (e.g., `.call_count`, `.exit_signals`) track loop state
- `logs/` contains timestamped execution logs
- `docs/generated/` for Ralph-created documentation
- `docs/code-review/` for code review reports
## Global Installation
Ralph installs to:
- **Commands**: `~/.local/bin/` (ralph, ralph-monitor, ralph-setup, ralph-import)
- **Templates**: `~/.ralph/templates/`
- **Scripts**: `~/.ralph/` (ralph_loop.sh, ralph_monitor.sh, setup.sh, ralph_import.sh)
- **Libraries**: `~/.ralph/lib/` (circuit_breaker.sh, response_analyzer.sh, date_utils.sh)
After installation, the following global commands are available:
- `ralph` - Start the autonomous development loop
- `ralph-monitor` - Launch the monitoring dashboard
- `ralph-setup` - Create a new Ralph-managed project
- `ralph-import` - Import PRD/specification documents to Ralph format
## Integration Points
Ralph integrates with:
- **Claude Code CLI**: Uses `npx @anthropic/claude-code` as the execution engine
- **tmux**: Terminal multiplexer for integrated monitoring sessions
- **Git**: Expects projects to be git repositories
- **jq**: For JSON processing of status and exit signals
- **GitHub Actions**: CI/CD pipeline for automated testing
- **Standard Unix tools**: bash, grep, date, etc.
## Exit Conditions and Thresholds
Ralph uses multiple mechanisms to detect when to exit:
### Exit Detection Thresholds
- `MAX_CONSECUTIVE_TEST_LOOPS=3` - Exit if too many test-only iterations
- `MAX_CONSECUTIVE_DONE_SIGNALS=2` - Exit on repeated completion signals
- `TEST_PERCENTAGE_THRESHOLD=30%` - Flag if testing dominates recent loops
- Completion detection via @fix_plan.md checklist items
### Completion Indicators with EXIT_SIGNAL Gate
The `completion_indicators` exit condition requires dual verification:
| completion_indicators | EXIT_SIGNAL | .response_analysis | Result |
|-----------------------|-------------|-------------------|--------|
| >= 2 | `true` | exists | **Exit** ("project_complete") |
| >= 2 | `false` | exists | **Continue** (Claude still working) |
| >= 2 | N/A | missing | **Continue** (defaults to false) |
| >= 2 | N/A | malformed | **Continue** (defaults to false) |
| < 2 | `true` | exists | **Continue** (threshold not met) |
**Implementation** (`ralph_loop.sh:312-327`):
```bash
local claude_exit_signal="false"
if [[ -f ".response_analysis" ]]; then
claude_exit_signal=$(jq -r '.analysis.exit_signal // false' ".response_analysis" 2>/dev/null || echo "false")
fi
if [[ $recent_completion_indicators -ge 2 ]] && [[ "$claude_exit_signal" == "true" ]]; then
echo "project_complete"
return 0
fi
```
**Conflict Resolution:** When `STATUS: COMPLETE` but `EXIT_SIGNAL: false` in RALPH_STATUS, the explicit EXIT_SIGNAL takes precedence. This allows Claude to mark a phase complete while indicating more phases remain.
### Circuit Breaker Thresholds
- `CB_NO_PROGRESS_THRESHOLD=3` - Open circuit after 3 loops with no file changes
- `CB_SAME_ERROR_THRESHOLD=5` - Open circuit after 5 loops with repeated errors
- `CB_OUTPUT_DECLINE_THRESHOLD=70%` - Open circuit if output declines by >70%
### Error Detection
Ralph uses advanced error detection with two-stage filtering to eliminate false positives:
**Stage 1: JSON Field Filtering**
- Filters out JSON field patterns like `"is_error": false` that contain the word "error" but aren't actual errors
- Pattern: `grep -v '"[^"]*error[^"]*":'`
**Stage 2: Actual Error Detection**
- Detects real error messages in specific contexts:
- Error prefixes: `Error:`, `ERROR:`, `error:`
- Context-specific errors: `]: error`, `Link: error`
- Error occurrences: `Error occurred`, `failed with error`
- Exceptions: `Exception`, `Fatal`, `FATAL`
- Pattern: `grep -cE '(^Error:|^ERROR:|^error:|\]: error|Link: error|Error occurred|failed with error|[Ee]xception|Fatal|FATAL)'`
**Multi-line Error Matching**
- Detects stuck loops by verifying ALL error lines appear in ALL recent history files
- Uses literal fixed-string matching (`grep -qF`) to avoid regex edge cases
- Prevents false negatives when multiple distinct errors occur simultaneously
## Test Suite
### Test Files (265 tests total)
| File | Tests | Description |
|------|-------|-------------|
| `test_cli_parsing.bats` | 27 | CLI argument parsing for all 12 flags |
| `test_cli_modern.bats` | 29 | Modern CLI commands (Phase 1.1) + build_claude_command fix |
| `test_json_parsing.bats` | 36 | JSON output format parsing + Claude CLI format + session management |
| `test_session_continuity.bats` | 26 | Session lifecycle management + circuit breaker integration |
| `test_exit_detection.bats` | 20 | Exit signal detection |
| `test_rate_limiting.bats` | 15 | Rate limiting behavior |
| `test_loop_execution.bats` | 20 | Integration tests |
| `test_edge_cases.bats` | 20 | Edge case handling |
| `test_installation.bats` | 14 | Global installation/uninstall workflows |
| `test_project_setup.bats` | 36 | Project setup (setup.sh) validation |
| `test_prd_import.bats` | 33 | PRD import (ralph_import.sh) workflows + modern CLI tests |
### Running Tests
```bash
# All tests
npm test
# Unit tests only
npm run test:unit
# Specific test file
bats tests/unit/test_cli_parsing.bats
```
## Recent Improvements
### Modern CLI for PRD Import (v0.9.8)
- Modernized `ralph_import.sh` to use Claude Code CLI JSON output format
- Added `--output-format json` flag for structured responses
- Implemented `detect_response_format()` for JSON vs text detection
- Implemented `parse_conversion_response()` for extracting JSON fields
- Enhanced error handling with structured JSON error messages
- Extracts `error_message` and `error_code` from JSON metadata
- Provides specific, actionable feedback on conversion failures
- Improved file verification with JSON-derived status information
- Reports files created vs missing based on JSON metadata
- Logs session ID for potential conversion continuation
- Backward compatibility with older CLI versions
- Automatic fallback to text-based parsing when JSON unavailable
- Version detection with `check_claude_version()` function
- Enhanced logging with modern CLI awareness
- Reports which CLI mode is being used
- Detailed file creation status reporting
- Added 11 new tests for modern CLI features (tests 23-33)
- Test count: 276 (up from 265)
### Session Lifecycle Management (v0.9.7)
- Added complete session lifecycle management with automatic reset triggers:
- `get_session_id()` - Retrieves current session from `.ralph_session`
- `reset_session(reason)` - Clears session with reason logging
- `log_session_transition()` - Records transitions to `.ralph_session_history`
- `init_session_tracking()` - Initializes session file with validation
- Session auto-reset integration points:
- Circuit breaker open events (stagnation detection)
- Manual interrupt (Ctrl+C / SIGINT)
- Project completion (graceful exit)
- Manual circuit breaker reset (`--reset-circuit`)
- Added `--reset-session` CLI flag for manual session reset
- Session history tracking (last 50 transitions) for debugging
- New configuration constants: `RALPH_SESSION_FILE`, `RALPH_SESSION_HISTORY_FILE`
- Added 26 new tests for session continuity features
- Test count: 265 (up from 239)
### JSON Output & Session Management (v0.9.6)
- Extended `parse_json_response()` to support Claude Code CLI JSON format
- Supports `result`, `sessionId`, and `metadata` fields alongside existing flat format
- Extracts `metadata.files_changed`, `metadata.has_errors`, `metadata.completion_status`
- Parses `metadata.progress_indicators` array for confidence boosting
- Added session management functions for continuity tracking:
- `store_session_id()` - Persists session with timestamp
- `get_last_session_id()` - Retrieves stored session ID
- `should_resume_session()` - Checks session validity (24-hour expiration)
- Added `get_epoch_seconds()` to date_utils.sh for cross-platform epoch time
- Auto-persists sessionId to `.claude_session_id` file during response analysis
- Added 16 new tests covering Claude CLI format and session management
- Test count: 239 (up from 223)
### PRD Import Tests (v0.9.5)
- Added 22 comprehensive tests for `ralph_import.sh` PRD conversion script
- Tests cover: file format support (.md, .txt, .json), output file creation, project naming
- Mock infrastructure for `ralph-setup` and Claude Code CLI isolation
- Output file validation: PROMPT.md, @fix_plan.md, specs/requirements.md creation
- Project naming tests: custom names, auto-detection from filename, path handling
- Error handling tests: missing source file, missing ralph-setup, conversion failures
- Help and usage tests: --help flag, no arguments behavior
- Full workflow integration: complete project structure validation
- Edge cases: hyphens in names, uppercase filenames, subdirectory paths
- Test helper: added `create_sample_prd_txt()` fixture function
- Test count: 223 (up from 201)
### Project Setup Tests (v0.9.4)
- Added 36 comprehensive tests for `setup.sh` project initialization script
- Tests cover: directory creation, subdirectory structure, template copying, git initialization
- Template copying verification for PROMPT.md, @fix_plan.md, @AGENT.md
- Git repository validation: .git exists, valid repo, initial commit, correct message
- README.md creation and content verification
- Custom and default project name handling
- Working directory behavior (nested directories, relative paths)
- Error handling: missing templates, missing PROMPT.md
- Output message validation (startup, completion, next steps)
- Edge cases: spaces in names, existing directories
- Test count: 201 (up from 165)
### Installation Tests (v0.9.3)
- Added 14 comprehensive tests for `install.sh` global installation script
- Tests cover: directory creation, command installation, template copying, lib copying
- Dependency detection tests (jq, git, node) with mocked failures
- PATH detection and warning system tests
- Uninstallation cleanup verification
- Idempotency testing (run twice without errors)
- End-to-end installation workflow validation
- All tests use isolated temp directories (no system modifications)
- Test count: 165 (up from 151)
### Prompt File Fix (v0.9.2)
- Fixed critical bug: replaced non-existent `--prompt-file` CLI flag with `-p` flag
- Modern CLI mode now correctly passes prompt content via `CLAUDE_CMD_ARGS+=("-p" "$prompt_content")`
- Added error handling for missing prompt files in `build_claude_command()`
- Added 6 new TDD tests for `build_claude_command` function
- Maintains shell injection safety through array-based command building
- Test count: 151 (up from 145)
### CLI Parsing Tests (v0.9.1)
- Added 27 comprehensive CLI argument parsing tests
- Covers all 12 CLI flags with both long and short forms
- Boundary value testing for `--timeout` (0, 1, 120, 121)
- Invalid input handling and error message validation
- Code review report: `docs/code-review/2026-01-08-cli-parsing-tests-review.md`
### CI/CD Pipeline (v0.9.1)
- Added GitHub Actions workflow for automated testing
- kcov coverage measurement (informational only due to subprocess limitations)
- Coverage artifacts uploaded for debugging
- Codecov integration (optional)
### Modern CLI Commands (v0.9.1 - Phase 1.1)
**JSON Output Format Support**
- Added `detect_output_format()` function to identify JSON vs text output
- Added `parse_json_response()` to extract structured fields from Claude's JSON output
- Extracts: status, exit_signal, work_type, files_modified, error_count, summary
- Automatic fallback to text parsing on malformed JSON
- Maintains backward compatibility with traditional RALPH_STATUS format
**Session Continuity Management**
- `init_claude_session()` - Resume or start new sessions
- `save_claude_session()` - Persist session ID from Claude output
- `--continue` flag for context preservation across loops
- `--no-continue` option for isolated iterations
**Loop Context Injection**
- `build_loop_context()` - Build contextual information for each loop
- Includes: loop number, remaining tasks, circuit breaker state, previous work summary
- Injected via `--append-system-prompt` for Claude awareness
**Modern CLI Flags**
- `--output-format json|text` - Control Claude output format
- `--allowed-tools` - Restrict tool permissions
- `-p` with content - Pass prompt content (reads from file via command substitution)
- Version checking with `check_claude_version()`
### Circuit Breaker Enhancements (v0.9.0)
**Multi-line Error Matching Fix**
- Fixed critical bug in `detect_stuck_loop` function where only the first error line was checked when multiple distinct errors occurred
- Now verifies ALL error lines appear in ALL recent history files for accurate stuck loop detection
- Uses nested loop checking with `grep -qF` for literal fixed-string matching
**JSON Field False Positive Elimination**
- Implemented two-stage error filtering to avoid counting JSON field names as errors
- Stage 1 filters out patterns like `"is_error": false` that contain "error" as a field name
- Stage 2 detects actual error messages in specific contexts
- Aligned patterns between `response_analyzer.sh` and `ralph_loop.sh` for consistent behavior
### Installation Improvements
- Added `lib/` directory to installation process for modular architecture
- Fixed issue where `response_analyzer.sh` and `circuit_breaker.sh` were not being copied during global installation
- All library components now properly installed to `~/.ralph/lib/`
## Feature Development Quality Standards
**CRITICAL**: All new features MUST meet the following mandatory requirements before being considered complete.
### Testing Requirements
- **Test Pass Rate**: 100% - all tests must pass, no exceptions
- **Test Types Required**:
- Unit tests for bash script functions (if applicable)
- Integration tests for Ralph loop behavior
- End-to-end tests for full development cycles
- **Test Quality**: Tests must validate behavior, not just achieve coverage metrics
- **Test Documentation**: Complex test scenarios must include comments explaining the test strategy
> **Note on Coverage**: The 85% coverage threshold is aspirational for bash scripts. Due to kcov subprocess limitations, test pass rate is the enforced quality gate.
### Git Workflow Requirements
Before moving to the next feature, ALL changes must be:
1. **Committed with Clear Messages**:
```bash
git add .
git commit -m "feat(module): descriptive message following conventional commits"
```
- Use conventional commit format: `feat:`, `fix:`, `docs:`, `test:`, `refactor:`, etc.
- Include scope when applicable: `feat(loop):`, `fix(monitor):`, `test(setup):`
- Write descriptive messages that explain WHAT changed and WHY
2. **Pushed to Remote Repository**:
```bash
git push origin <branch-name>
```
- Never leave completed features uncommitted
- Push regularly to maintain backup and enable collaboration
- Ensure CI/CD pipelines pass before considering feature complete
3. **Branch Hygiene**:
- Work on feature branches, never directly on `main`
- Branch naming convention: `feature/<feature-name>`, `fix/<issue-name>`, `docs/<doc-update>`
- Create pull requests for all significant changes
4. **Ralph Integration**:
- Update @fix_plan.md with new tasks before starting work
- Mark items complete in @fix_plan.md upon completion
- Update PROMPT.md if Ralph's behavior needs modification
- Test Ralph loop with new features before completion
### Documentation Requirements
**ALL implementation documentation MUST remain synchronized with the codebase**:
1. **Script Documentation**:
- Bash: Comments for all functions and complex logic
- Update inline comments when implementation changes
- Remove outdated comments immediately
2. **Implementation Documentation**:
- Update relevant sections in this CLAUDE.md file
- Keep template files in `templates/` current
- Update configuration examples when defaults change
- Document breaking changes prominently
3. **README Updates**:
- Keep feature lists current
- Update setup instructions when commands change
- Maintain accurate command examples
- Update version compatibility information
4. **Template Maintenance**:
- Update template files when new patterns are introduced
- Keep PROMPT.md template current with best practices
- Update @AGENT.md template with new build patterns
- Document new Ralph configuration options
5. **CLAUDE.md Maintenance**:
- Add new commands to "Key Commands" section
- Update "Exit Conditions and Thresholds" when logic changes
- Keep installation instructions accurate and tested
- Document new Ralph loop behaviors or quality gates
### Feature Completion Checklist
Before marking ANY feature as complete, verify:
- [ ] All tests pass (if applicable)
- [ ] Script functionality manually tested
- [ ] All changes committed with conventional commit messages
- [ ] All commits pushed to remote repository
- [ ] CI/CD pipeline passes
- [ ] @fix_plan.md task marked as complete
- [ ] Implementation documentation updated
- [ ] Inline code comments updated or added
- [ ] CLAUDE.md updated (if new patterns introduced)
- [ ] Template files updated (if applicable)
- [ ] Breaking changes documented
- [ ] Ralph loop tested with new features
- [ ] Installation process verified (if applicable)
### Rationale
These standards ensure:
- **Quality**: Thorough testing prevents regressions in Ralph's autonomous behavior
- **Traceability**: Git commits and @fix_plan.md provide clear history of changes
- **Maintainability**: Current documentation reduces onboarding time and prevents knowledge loss
- **Collaboration**: Pushed changes enable team visibility and code review
- **Reliability**: Consistent quality gates maintain Ralph loop stability
- **Automation**: Ralph integration ensures continuous development practices
**Enforcement**: AI agents should automatically apply these standards to all feature development tasks without requiring explicit instruction for each task.
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