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Hallucination Guard

Agent skill
1 skill

Use BEFORE any orchestra activation AND BEFORE any completion claim. Enforces Karpathy's 4 principles, Superpowers' Iron Law (no completion without fresh verification evidence), and ASKHUMAN as a first-class status. Triggers on every entry to an orchestra, every handoff between orchestras, and every user-facing success claim ("done", "works", "should pass", "great", "perfect"). The orchestra system's anti-hallucination wrapper.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryDeveloper toolsStars0

About this skill

Use BEFORE any orchestra activation AND BEFORE any completion claim. Enforces Karpathy's 4 principles, Superpowers' Iron Law (no completion without fresh verification evidence), and ASKHUMAN as a first-class status. Triggers on every entry to an orchestra, every handoff between orchestras, and every user-facing success claim ("done", "works", "should pass", "great", "perfect"). The orchestra system's anti-hallucination wrapper.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
Review the source before using this skill

This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

Automated security scan: Partial

Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: e1a81fd62cee53976cf182cd57bfa990eddb4c19f2274f817a15285abf108314

About scan coverage and limitations

About this listing

Category
Developer tools
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Hallucination Guard | Agent Skills Atlas