loki-mode

Multi-agent autonomous startup system for Claude Code. Triggers on "Loki Mode". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security, data/ML, business operations, marketing, HR, and customer success. Takes PRD to fully deployed, revenue-generating product with zero human intervention. Features Task tool for subagent dispatch, parallel code review with 3 specialized reviewers, severity-based issue triage, distributed task queue with dead letter handling, automatic deployment to cloud providers, A/B testing, customer feedback loops, incident response, circuit breakers, and self-healing. Handles rate limits via distributed state checkpoints and auto-resume with exponential backoff. Requires --dangerously-skip-permissions flag.

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Loki Mode - Multi-Agent Autonomous Entrepreneurship System

Skill Overview

Loki Mode is a multi-agent autonomous entrepreneurship system designed for Claude Code. It can coordinate 100+ specialist agents to automatically turn product requirements documents (PRDs) into fully deployed, revenue-generating real products—achieving truly zero human intervention development.

Use Cases

  • Rapid prototyping for startups: End-to-end automation from PRD to cloud deployment, without the need to build a full development team, significantly shortening time to market.
  • Multi-agent collaboration for large projects: Across engineering, QA, DevOps, security, data/ML, business operations, marketing, HR, and customer success—100+ specialist agents working in parallel.
  • Automated deployments with zero operations teams: Supports automated deployment for major cloud providers, with built-in A/B testing, a customer feedback loop, incident response, circuit breakers, and self-healing capabilities.
  • Core Features

  • Agent Orchestration and Task Scheduling

  • - Dispatch sub-agents via the Task tool to enable a distributed task queue
    - A dead-letter handling mechanism ensures exceptional tasks are properly dealt with
    - Rate limiting based on distributed state checkpoints and exponential backoff

  • Parallel Code Review System

  • - Three professional reviewers work in parallel to improve review efficiency
    - Categorizes issues by severity (critical/high/medium/low/aesthetic)
    - Automatically blocks critical issues to ensure code quality

  • End-to-End Quality Assurance

  • - The RARV loop: Reason, Act, Reflect, Verify
    - Model assignment: Opus for planning, Sonnet for development, Haiku for unit tests
    - 10+ Haiku agents execute unit tests and monitoring tasks in parallel

    Frequently Asked Questions

    What is Loki Mode? What can it do?

    Loki Mode is a multi-agent autonomous entrepreneurship system that coordinates 100+ specialist agents covering domains such as engineering, QA, DevOps, security, data, business operations, marketing, HR, and customer success. It can transform product requirements documents (PRDs) into fully deployed, revenue-generating real products, achieving zero human intervention.

    How do I start Loki Mode?

    Run the following command in the terminal. You need the --dangerously-skip-permissions parameter to grant autonomous permissions:

    claude --dangerously-skip-permissions

    Then enter “Loki Mode” or “Loki Mode with PRD at [path]” to start.

    What permissions does Loki Mode need?

    Loki Mode requires the --dangerously-skip-permissions flag, meaning it will receive autonomous execution permissions, including code writing, testing, deployment, and other actions—without any manual confirmation. This is a prerequisite for achieving truly zero human intervention.

    What is the RARV loop of Loki Mode?

    RARV is Loki Mode’s core working loop:

  • Reason: Read CONTINUITY.md, check queue status, and determine the next task

  • Act: Dispatch sub-agents or directly execute tasks

  • Reflect: Verify task success, update progress, and check completed commitments

  • Verify: Run automated tests and verify compliance with requirements
  • What project sizes is Loki Mode suitable for?

    Loki Mode is designed to handle projects of all sizes—from prototypes to production. For complex projects, it uses a Supervisor mode for complete task decomposition and coordination. For simple tasks, it uses Direct Routing to dispatch tasks directly to specialist agents to improve efficiency.

    How does Loki Mode handle rate limiting?

    Loki Mode handles rate limiting through distributed state checkpoints and an automatic recovery mechanism. When throttling occurs, it automatically retries using an exponential backoff strategy, ensuring that long-running tasks won’t be interrupted due to temporary limits.