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Loki Mode

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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 dep...

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  • Added September 7, 2026
ai-agentsgoawstestingdevopssecurity

Works with

  • claude code
  • mcp

Security analysis

A100/100

Pro scans all 19 files and shows the line behind each finding

Scanned September 7, 2026

npx -y skills add Dokhacgiakhoa/antigravity-ide --skill loki-mode --agent claude-code

Installs into .claude/skills of the current project.

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SKILL.md
---
version: 4.1.0-fractal
name: loki-mode
description: 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.
---

# Loki Mode - Multi-Agent Autonomous Startup System

> **Version 2.35.0** | PRD to Production | Zero Human Intervention
> Research-enhanced: OpenAI SDK, DeepMind, Anthropic, AWS Bedrock, Agent SDK, HN Production (2025)

---

## Quick Reference

## 🧠 Knowledge Modules (Fractal Skills)

### 1. [Critical First Steps (Every Turn)](./sub-skills/critical-first-steps-every-turn.md)
### 2. [Key Files (Priority Order)](./sub-skills/key-files-priority-order.md)
### 3. [Decision Tree: What To Do Next?](./sub-skills/decision-tree-what-to-do-next.md)
### 4. [SDLC Phase Flow](./sub-skills/sdlc-phase-flow.md)
### 5. [Essential Patterns](./sub-skills/essential-patterns.md)
### 6. [Protected Files (Do Not Edit While Running)](./sub-skills/protected-files-do-not-edit-while-running.md)
### 7. [Task Tool Model Parameter](./sub-skills/task-tool-model-parameter.md)
### 8. [Opus Task Categories (RESTRICTED - Planning Only)](./sub-skills/opus-task-categories-restricted-planning-only.md)
### 9. [Sonnet Task Categories (Development)](./sub-skills/sonnet-task-categories-development.md)
### 10. [Haiku Task Categories (Operations - Use Extensively)](./sub-skills/haiku-task-categories-operations-use-extensively.md)
### 11. [Parallelization Strategy](./sub-skills/parallelization-strategy.md)
### 12. [Advanced Task Tool Parameters](./sub-skills/advanced-task-tool-parameters.md)
### 13. [Routing Mode Optimization (AWS Bedrock Pattern)](./sub-skills/routing-mode-optimization-aws-bedrock-pattern.md)
### 14. [E2E Testing with Playwright MCP (Anthropic Harness Pattern)](./sub-skills/e2e-testing-with-playwright-mcp-anthropic-harness-pattern.md)
### 15. [Efficiency Metrics (Track Every Task)](./sub-skills/efficiency-metrics-track-every-task.md)
### 16. [Reward Signals (Learn From Outcomes)](./sub-skills/reward-signals-learn-from-outcomes.md)
### 17. [Dynamic Agent Selection by Complexity](./sub-skills/dynamic-agent-selection-by-complexity.md)
### 18. [Implementation Anti-Patterns](./sub-skills/implementation-anti-patterns.md)
### 19. [Review Anti-Patterns](./sub-skills/review-anti-patterns.md)
### 20. [System Anti-Patterns](./sub-skills/system-anti-patterns.md)
### 21. [Always Do These](./sub-skills/always-do-these.md)
### 22. [Model-Level Fallbacks](./sub-skills/model-level-fallbacks.md)
### 23. [Workflow-Level Fallbacks](./sub-skills/workflow-level-fallbacks.md)
### 24. [Human Escalation Triggers](./sub-skills/human-escalation-triggers.md)
### 25. [Loki Mode Constitution](./sub-skills/loki-mode-constitution.md)
### 26. [Self-Critique Workflow](./sub-skills/self-critique-workflow.md)
### 27. [Narrow Scope Wins](./sub-skills/narrow-scope-wins.md)
### 28. [Confidence-Based Routing](./sub-skills/confidence-based-routing.md)
### 29. [Deterministic Outer Loops](./sub-skills/deterministic-outer-loops.md)
### 30. [Context Engineering](./sub-skills/context-engineering.md)
### 31. [Sub-Agents for Context Isolation](./sub-skills/sub-agents-for-context-isolation.md)

Files in this skill

  • .github/workflows/claude-code-review.yml1.9 KB
  • .github/workflows/claude.yml1.8 KB
  • .github/workflows/release.yml4.8 KB
  • .gitignore10 B
  • ACKNOWLEDGEMENTS.md11.8 KB
  • CHANGELOG.md83.9 KB
  • CLAUDE.md4.3 KB
  • CONTEXT-EXPORT.md6.5 KB
  • INSTALLATION.md9.1 KB
  • LICENSE1.1 KB
  • README.md18.2 KB
  • SKILL.md3.7 KB
  • VERSION7 B
  • autonomy/.loki/dashboard/index.html15.2 KB
  • autonomy/CONSTITUTION.md10.2 KB
  • autonomy/README.md7.5 KB
  • autonomy/run.sh74.4 KB
  • benchmarks/datasets/swebench-lite.json321 B
  • benchmarks/prepare-submission.sh6.6 KB

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