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ralpi/README.md
2026-05-31 08:47:35 -04:00

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# Ralpi
Execute tasks from task files until done using DAG-based dependency resolution with persistent progress tracking.
## Features
- **Parallel batching**: Independent tasks in each batch can run concurrently
- **Persistent progress**: Execution state saved to `.ralpi/progress.json`
- **Reflection system**: Each task produces a reflection for downstream tasks
- **Retry with backoff**: Failed tasks retry with exponential backoff
- **Multiple formats**: Supports simple checkboxes, and YAML
- **Tool usage tracking**: Detects and reports tool usage (read, write, edit, bash) from task execution
- **Configurable timeouts**: Task-level timeouts via meta blocks, with global fallback
- **Session saving**: Saves full task output for expandable session review
- **Resume auto-discovery**: Automatically finds and resumes interrupted execution
## Usage
```
/ralpi [task-file] # Execute all tasks
/ralpi plan # Alias to /task-manager to plan new tasks
/ralpi resume # Resume paused execution
/ralpi reset [task-file] # Reset progress and .ralpi directory - does not modify PRD
```
## Task File Formats
### Highly recommended to use the task-manager prompt for prd construction, it's output pairs perfectly
# Project Title
## Tasks
### Simple Checkbox Format
```markdown
- [ ] 01: Setup project structure
- [ ] 02: Implement auth
- [ ] 03: Build API
```
### YAML Format
```yaml
objective: Build a web application
tasks:
- id: "01"
title: Setup project structure
file: tasks/01-setup.md
dependencies: []
- id: "02"
title: Implement auth
file: tasks/02-auth.md
depends_on: ["01"]
```
## Dependencies
### Arrow Notation (recommended):
1 -> 2,3,4
5 -> 6
This means: "Task 1 must complete before tasks 2, 3, and 4 can start."
### Natural Language:
13 depends on 17, 18, 19, 20
14 depends on 13, 15, 16
This means: "Task 13 depends on tasks 17, 18, 19, and 20."
### Parallel Groups (informational only):
1, 2, 3, 4 can be done in parallel
5, 6, 7, 8 can be done in parallel
Note: These lines are ignored by the parser. Use explicit dependencies to control execution order.
## Configuration
### Task-Level Timeout
You can set a timeout for individual tasks using a meta block in the task file:
```markdown
- [ ] 01: Setup project structure
timeout: 10m
```
Supported formats: `10m` (minutes), `600s` (seconds), `3600000` (milliseconds)
### Config files
| Scope | Path |
|-------|------|
| **Global** | `~/.pi/ralpi/config.yaml` |
| **Project** | `./.ralpi/config.yaml` |
```yaml
execution:
maxParallel: 3 # ralpi-level concurrency only
models: # round-robin in <provider>/<model> format
- google/gemini-3.5-flash # 1st and 3rd task in parallel
- openai/gpt-5.5 # 2nd task in parallel
prompts:
projectContext: "Additional context for all tasks"
```
> `execution.models` uses slot-aware round-robin: with 3 models and 2 concurrent
> tasks, only the first two models are used. The third model is only touched when
> a third concurrent task starts. Freed model slots are reused before new ones
> are allocated.
>
> **Automatic failover**: if a provider/API is unreachable (rate limit, 503, etc.),
> the task automatically cycles to the next model in the list without counting it
> as a task failure. Each model is tried once before the task is marked as failed.
## State Files
- `.ralpi/progress.json` - Execution progress
- `.ralpi/reflections/` - Per-task reflections
- `.ralpi/prompts/` - Generated prompts
- `.ralpi/sessions/` - Full task output for review