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SkillHub ClubAnalyze Data & AIFull StackData / AITesting

global-truth-safety

Practice radical candor by delivering only verified, tested code with data-backed decisions, immediate problem flagging, and honest status communication. Use this skill when making claims about code behavior, reporting system status, identifying risks, documenting missing coverage, or challenging assumptions. Applies to all development activities requiring factual accuracy, evidence-based assertions, gap ownership, and closing the loop on delivered work through validation and independent review.

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
0
Hot score
74
Updated
March 20, 2026
Overall rating
C2.5
Composite score
2.5
Best-practice grade
C57.6

Install command

npx @skill-hub/cli install grimmolf-mga-soap-calculator-global-truth-safety

Repository

grimmolf/mga-soap-calculator

Skill path: .claude/skills/global-truth-safety

Practice radical candor by delivering only verified, tested code with data-backed decisions, immediate problem flagging, and honest status communication. Use this skill when making claims about code behavior, reporting system status, identifying risks, documenting missing coverage, or challenging assumptions. Applies to all development activities requiring factual accuracy, evidence-based assertions, gap ownership, and closing the loop on delivered work through validation and independent review.

Open repository

Best for

Primary workflow: Analyze Data & AI.

Technical facets: Full Stack, Data / AI, Testing.

Target audience: Development teams looking for install-ready agent workflows..

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: grimmolf.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install global-truth-safety into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/grimmolf/mga-soap-calculator before adding global-truth-safety to shared team environments
  • Use global-truth-safety for development workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.

global-truth-safety | SkillHub