How does the Depletion Loop improve code quality?

The Depletion Loop forces the AI to read every relevant byte of local code, git history, and logs until it hits 'Bedrock,' ensuring no assumptions are made about the environment.

What is a Systemic Failure Report?

If the skill cannot derive a certainty score of at least 95% based on evidence, it will stop execution and generate a report identifying the specific gaps and risks.

What is the TnR Absolute Rigor skill?

It is a specialized verification doctrine for Claude Code that forces a high-intensity cognitive workflow for critical tasks, ensuring mathematical certainty over heuristics.

When should I activate /rigor or /tnr?

Activate these triggers when performing high-stakes tasks like core infrastructure changes, security-sensitive updates, or complex database mutations where errors are costly.

Does this skill work with existing project documentation?

Yes, it specifically integrates with AGENTS.md, MEMORY.md, and SESSION.md to maintain a single source of truth and a rigorous audit trail.

TnR Absolute Rigor

Name: TnR Absolute Rigor
Author: MykhailoDmytriakha

byMykhailoDmytriakha

0•

Seguridad y Pruebas

Enforces a systemic verification doctrine and forensic engineering standards for high-stakes software development tasks.

TnR Absolute Rigor is a high-precision capability designed for critical coding environments where errors are unacceptable. It transforms Claude into a 'Forensic Engineer,' replacing standard conversational helpfulness with a rigorous verification loop that mandates a 95% mathematical certainty threshold before execution. By utilizing mental models like inversion thinking, first principles, and multi-order impact mapping, this skill ensures that every code change is backed by an auditable proof chain, exhaustive data depletion, and systemic failure analysis.

Características Principales

01Source-weighted depletion loops that exhaust code, logs, and documentation

02Comprehensive audit trails and systemic failure reports integrated into session logs

030 GitHub stars

04Systemic failure mode identification and neutralization (Inversion Thinking)

05Multi-order impact analysis to map 2nd and 3rd order externalities

06Mandatory 95% certainty threshold for all code executions

Casos de Uso

01Conducting deep-dive security audits and vulnerability assessments

02Performing high-risk database migrations or irreversible CRUD mutations

03Refactoring core infrastructure with a massive system-wide blast radius

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add mykhailodmytriakha/my-preacher-helper 000-TnR

For use in Claude.ai and ChatGPT

Download Skill