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Autonomous AI software project manager

Project description

Romyq

Autonomous AI software project manager.

Give Romyq a software goal. It plans, codes, commits, audits, and keeps improving until you stop it.

Run romyq ui to launch the live dashboard while romyq run is active.


Install

pip install romyq

60-Second Quick Start

mkdir my-project
cd my-project
git init

cp .env.example .env
# Open .env and add your DEEPSEEK_API_KEY

romyq attach
# Edit mission.md — describe what you want built

romyq doctor
romyq run

That's it. Romyq takes over from here.


What Happens Next

  • Romyq reads mission.md
  • DeepSeek generates a task plan
  • Claude Code implements each task
  • Every successful task creates a git commit
  • Romyq audits progress and keeps improving the project

Commands

Setup

Command Description
romyq attach Attach Romyq to an existing git repository
romyq init Create a new managed workspace (runs interactive wizard)
romyq init --no-wizard Non-interactive init (legacy behavior)
romyq init --no-vcs Init without running git init
romyq doctor Validate environment and configuration

Running

Command Description
romyq run Start the autonomous development loop
romyq run --approval Prompt for approval before each Claude execution
romyq note "message" Inject a steering note into the next task
romyq steer "instruction" Send a live operator instruction to the planner
romyq rules List active project rules and promotion suggestions
romyq rules add "TEXT" Add a project rule (e.g. "Never use SQLite")
romyq rules remove "TEXT" Remove a project rule by text or ID
romyq pause Pause the loop after the current task finishes
romyq resume Resume a paused loop
romyq stop Request graceful shutdown after the current task

Observability

Command Description
romyq health High-level health summary: tasks, failures, findings, heartbeat
romyq report Full project report: mission, progress, commits, notes, findings
romyq status Raw state: current task, last commit, heartbeat timestamp
romyq logs Per-task history with success/failure and validation reason
romyq info Detected language, frameworks, test suite, and build commands
romyq stats [--json] Long-run operational statistics: tasks, validator rates, runtime
romyq timeline [--last N] [--json] Human-readable event timeline

Governance & Visibility (0.9.0)

Command Description
romyq readiness Mission readiness score: Core Functionality, Testing, Security, Operations
romyq capabilities Show the project capability model (what's missing/partial/complete)
romyq capabilities set <name> <status> Manually set a capability: missing | partial | complete
romyq capabilities infer Infer capabilities from task history
romyq project-timeline [--last N] Project evolution timeline ("Added Authentication", not "Task #17")
romyq constitution Generate .romyq/project.md — single document view of the whole project

Intelligence & Diagnostics

Command Description
romyq learn Generate or refresh .romyq/context.md from static analysis
romyq planning [--json] Planning diagnostics: memory signals, knowledge signals, loop detection
romyq memory [--json] Execution memory: failure rates, retry patterns, mission outcomes
romyq knowledge [--json] Knowledge base: synthesized lessons and extracted patterns
romyq patterns [--json] Extracted failure and success patterns from the knowledge base
romyq plan [--json] Show the current mission task plan with status
romyq decisions [--json] Show the governance decision log
romyq explain Full diagnostic picture: state, failures, recovery guidance

Meta

Command Description
romyq version Show version, install type, and Python version
romyq ui Launch the Textual TUI dashboard (coming soon)

Configuration

Copy the example file and fill in your keys:

cp .env.example .env

.env.example:

DEEPSEEK_API_KEY=
ROMYQ_CLAUDE_TIMEOUT=1800

Advanced Usage

Run against an existing repository:

romyq attach /path/to/repo
romyq run /path/to/repo

Set workspace via environment variable:

ROMYQ_WORKSPACE=/path/to/repo romyq run

Requirements

  • Python 3.10+
  • Claude Code installed and authenticated
  • DeepSeek API key
  • Git initialized in your project directory

Dashboard

romyq ui opens a live Textual dashboard that reads state files while romyq run is active in another terminal.

┌─ romyq  /path/to/project  ● running  tasks:12  hb:30s  commit:abc1234 ─┐
│                                                                          │
│  Current Task                 │  Claude Output                          │
│  ─────────────────────────    │  ──────────────────────────────────     │
│  Implement JWT authentication │  Created auth/jwt.py                    │
│  for the admin API. Add       │  Added TokenMiddleware to app.py        │
│  middleware to validate all   │  All 24 tests passing                   │
│  protected routes.            │  Committed: feat: add JWT auth          │
│  ─────────────────────────    │                                         │
│  Task History                 │  ──────────────────────────────────     │
│  ─────────────────────────    │  Findings          │  Notes             │
│  ✓ 15:42 impl  Add OAuth...   │  ─────────────────────────────────     │
│  ✗ 15:40 impl  Add tests...   │  [HIGH]  Repeated failure: progress    │
│  ✓ 15:38 audi  Fix vulns...   │  [MEDI]  Missing input validation      │
│  ✓ 15:35 impl  Add models...  │                                         │
│                               │                                         │
└──────────────────────────────────────────────────────────────────────────┘
│  q quit  r refresh                                                       │

Install the dashboard:

pip install 'romyq[ui]'

Launch alongside a running loop:

# Terminal 1
romyq run

# Terminal 2
romyq ui

The dashboard polls state files every 2 seconds. No changes to the running loop are required.


Rate Limit Handling

When Claude hits a session or usage limit, Romyq detects it automatically instead of treating it as a task failure:

  • Parses the reset time from Claude's output (e.g. resets 5:50am (Asia/Calcutta))
  • Logs the reset time and timezone
  • Sets status: rate_limited in state (visible in romyq ui and romyq status)
  • Sleeps until the reset time plus a 5-minute safety buffer
  • Retries the same task — no new DeepSeek call is wasted
  • Falls back to a 30-minute sleep if the reset time cannot be parsed

The loop can be stopped early during a rate-limit sleep with romyq stop.


Loop Control

Run these from any terminal while romyq run is active in another:

romyq pause    # idle after current task (loop keeps running)
romyq resume   # resume a paused loop
romyq stop     # exit gracefully after current task (or wake from rate-limit sleep)

These commands write flags to .romyq/state.json. The loop reads them between tasks.


Changelog

See CHANGELOG.md.


License

MIT

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