Skip to main content

Skill.md

loki-mode

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

  • ACKNOWLEDGEMENTS.md
  • autonomy/CONSTITUTION.md
  • autonomy/README.md
  • autonomy/run.sh
  • benchmarks/datasets/humaneval.jsonl
  • benchmarks/datasets/swebench-lite.json
  • benchmarks/prepare-submission.sh
  • benchmarks/results/2026-01-05-00-23-56/humaneval-results.json
  • benchmarks/results/2026-01-05-00-23-56/SUMMARY.md
  • benchmarks/results/2026-01-05-00-23-56/swebench-results.json
  • benchmarks/results/2026-01-05-00-49-17/humaneval-results.json
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/0.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/1.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/10.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/100.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/101.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/102.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/103.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/104.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/105.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/106.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/107.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/108.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/109.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/11.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/110.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/111.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/112.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/113.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/114.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/115.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/116.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/117.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/118.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/119.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/12.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/120.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/121.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/122.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/123.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/124.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/125.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/126.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/127.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/128.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/129.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/13.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/130.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/131.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/132.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/133.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/134.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/135.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/136.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/137.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/138.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/139.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/14.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/140.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/141.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/142.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/143.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/144.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/145.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/146.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/147.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/148.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/149.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/15.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/150.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/151.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/152.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/153.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/154.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/155.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/156.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/157.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/158.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/159.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/16.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/160.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/161.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/162.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/163.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/17.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/18.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/19.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/2.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/20.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/21.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/22.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/23.py
  • benchmarks/results/2026-01-05-00-49-17/SUMMARY.md
  • CHANGELOG.md
  • CLAUDE.md
  • CONTEXT-EXPORT.md
  • INSTALLATION.md
  • LICENSE
  • README.md
  • VERSION

SKILL.md

---
name: loki-mode
description: "Version 2.35.0 | PRD to Production | Zero Human Intervention > Research-enhanced: OpenAI SDK, DeepMind, Anthropic, AWS Bedrock, Agent SDK, HN Production (2025)"
risk: critical
source: community
date_added: "2026-02-27"
---

# 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)

---

## Detailed Guide

Read [the detailed guide](references/detailed-guide.md) before executing this skill. It retains the complete procedure and reference material. Treat its safety, prerequisites, and validation requirements as mandatory. For focused work, load the relevant sections; for end-to-end work, read the guide completely.

## Prerequisites

```bash
# Launch with autonomous permissions
claude
```

---

## When to Use
This skill is applicable to execute the workflow or actions described in the overview.

## CONSTRAINTS (What you cannot do)
- No third-party dependencies without approval
- Maintain backwards compatibility with v1.x API
- Keep response time under 200ms

What it can run on your machine

  • autonomy/run.sh
  • benchmarks/prepare-submission.sh
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/0.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/1.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/10.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/100.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/101.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/102.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/103.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/104.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/105.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/106.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/107.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/108.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/109.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/11.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/110.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/111.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/112.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/113.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/114.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/115.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/116.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/117.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/118.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/119.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/12.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/120.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/121.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/122.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/123.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/124.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/125.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/126.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/127.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/128.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/129.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/13.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/130.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/131.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/132.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/133.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/134.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/135.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/136.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/137.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/138.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/139.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/14.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/140.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/141.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/142.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/143.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/144.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/145.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/146.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/147.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/148.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/149.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/15.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/150.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/151.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/152.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/153.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/154.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/155.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/156.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/157.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/158.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/159.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/16.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/160.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/161.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/162.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/163.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/17.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/18.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/19.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/2.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/20.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/21.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/22.py
  • benchmarks/results/2026-01-05-00-49-17/humaneval-solutions/23.py

Read these files before you install the skill.