quality-problem-zeroing

quality-problem-zeroing is a skill for Claude Code, Codex from RBraga01/Quality-Engineering-Skills. It costs 149 tokens per session (3,844 once invoked), scanned A, original, MIT.

A formal method for closing serious aerospace or complex-equipment quality problems by explaining the technical failure, correcting management weaknesses, and applying the lessons to other affected areas. It follows GB/T 29076—2021, a Chinese standard for this type of investigation.

In plain words
What is it for?
Use it for failures, defects, accidents, batch or field problems, repeated issues, and cases requiring technical zeroing, management zeroing, double-five zeroing, formal reports, or closure reviews.
Why use it?
It provides evidence that the problem’s causes were removed, the results were verified, related risks were addressed, and no required closure work remains hidden.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/rbraga01/quality-engineering-skills/quality-problem-zeroing
Any agent
npx skills add RBraga01/Quality-Engineering-Skills --skill quality-problem-zeroing
Clone the repo
git clone --depth 1 https://github.com/RBraga01/Quality-Engineering-Skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for quality-problem-zeroing

README.md
[![agentmods](https://agentmods.dev/badge/skills/rbraga01/quality-engineering-skills/quality-problem-zeroing.svg)](https://agentmods.dev/skills/rbraga01/quality-engineering-skills/quality-problem-zeroing)
Your own site
<a href="https://agentmods.dev/skills/rbraga01/quality-engineering-skills/quality-problem-zeroing"><img src="https://agentmods.dev/badge/skills/rbraga01/quality-engineering-skills/quality-problem-zeroing.svg" alt="Measured on agentmods" height="20"></a>
Per session 149 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,844 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00149 $0.03844
Opus 5 $0.00075 $0.01922
Sonnet 5 $0.00030 $0.00769
Haiku 4.5 $0.00015 $0.00384

Measured 6d ago against content hash f3d277dd5601, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

quality-problem-zeroing scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/problem-solving/quality-problem-zeroing/SKILL.md · 377 lines

How it starts

The opening of the file, as written. The whole thing — 377 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Quality Problem Zeroing

Goal

Close a quality problem with objective evidence that:

  1. Locates and explains the technical failure;
  2. Removes every confirmed root cause and verifies the result;
  3. Identifies and repairs management weaknesses where required;
  4. Extends the learning to other exposed products, processes, and organizations; and
  5. Leaves no action, evidence, approval, or known residual risk hidden at closure.

GB/T 29076—2021 is the controlling source for scope, sequence, terminology, and closure. Treat other methods and publications as supporting guidance only. Read the standard method guide whenever a formal scope decision, report, or closure review is required.

When to Use

Use this skill for an aerospace or complex-equipment quality problem that requires formal technical zeroing, management zeroing, double-five zeroing, an Annex A-aligned report, or a closure review. It is especially relevant to failures, defects, accidents, batch problems, repeated problems, field or delivered-product issues, human-responsibility problems, and problems caused by missing or inadequate rules.

Use a narrower root-cause skill when the user only needs one analysis tool. Use 8D instead when the customer or sector mandates an 8D response, then cross-check whether the same event also requires GB/T 29076—2021 zeroing.

Required Execution Checklist

  • Record the product, problem phenomenon, operating state, time, location, environment, detector, and affected parties.
  • Protect the scene, product state, records, data, and physical evidence when safe to do so.
  • Assess safety, property, mission, delivered-product, and escalation risk immediately.
  • Identify, segregate, stop, recall, or inspect suspect product as required.
  • Form a cross-functional team with a named leader, authority, resources, and stakeholder representation.
  • Decide and document whether technical zeroing, management zeroing, or both apply.
  • Start technical zeroing first when both apply; never substitute it for management zeroing.
  • Build an evidence-backed technical causal chain from the lowest failed unit to the observed effect.
  • Identify all root causes; keep unproven explanations labelled as hypotheses.
  • Reproduce or otherwise verify the problem mechanism using an approved method.
  • Implement correction and root-cause corrective actions with owners and dates.
  • Verify effectiveness, sufficiency, and adverse effects before ending emergency controls.
  • Complete horizontal deployment across relevant products, processes, and organizations.
  • Reconstruct the management process and assign responsibility from duties and evidence.
  • Implement management actions and embed them in controlled rules, standards, or procedures.
  • Complete the required report, evidence list, signatures, and independent review.
  • Close only after all actions are complete, effectiveness is verified, and residual issues are explicit.

Read the full file on GitHub · 377 lines

Files

What ships with it

3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 6d ago First seen · 377 lines · 149 tokens per session scan A f3d277dd5601

Subscribe to this mod's changes

quality-problem-zeroing is a skill published in the GitHub repository RBraga01/Quality-Engineering-Skills (27 stars, last pushed 2d ago), licensed MIT. It adds 149 tokens to every session and 3,844 once invoked, about $0.0007 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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