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.
npx skills add RBraga01/Quality-Engineering-Skills --skill quality-problem-zeroinggit clone --depth 1 https://github.com/RBraga01/Quality-Engineering-SkillsWrote 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.
[](https://agentmods.dev/skills/rbraga01/quality-engineering-skills/quality-problem-zeroing)<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/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<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="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Excessive Agency · line 303 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00149 | $0.03844 |
| Opus 5.5 | $0.00060 | $0.01538 |
| Sonnet 5.5 | $0.00030 | $0.00769 |
| Haiku 4.5 | $0.00015 | $0.00384 |
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 2mo 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.
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:
- Locates and explains the technical failure;
- Removes every confirmed root cause and verifies the result;
- Identifies and repairs management weaknesses where required;
- Extends the learning to other exposed products, processes, and organizations; and
- 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.
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.
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.
- 2mo ago First seen · 377 lines · 149 tokens per session scan A f3d277dd5601
quality-problem-zeroing is a skill published in the GitHub repository RBraga01/Quality-Engineering-Skills (43 stars, last pushed 7d ago), licensed MIT. It adds 149 tokens to every session and 3,844 once invoked, about $0.0006 per session on Opus 5.5. 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.
quality-problem-zeroing compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| quality-problem-zeroingRBraga01/Quality-Engineering-Skills | Skill | 43 | 7d ago | MIT | A | 149 | Claude Code, Codex |
| compliance-testingproffesor-for-testing/agentic-qe | Skill | 525 | yesterday | MIT | A | 43 | Claude Code |
| agile-v-gxp-qualificationAgile-V/agile_v_skills | Skill | 54 | 1mo ago | CC-BY-SA-4.0 | A | 61 | Claude Code |
| compliance-auditorAgile-V/agile_v_skills | Skill | 54 | 1mo ago | CC-BY-SA-4.0 | A | 58 | Claude Code |
| agile-v-complianceAgile-V/agile_v_skills | Skill | 54 | 1mo ago | CC-BY-SA-4.0 | A | 44 | Claude Code |
| documentation-agentAgile-V/agile_v_skills | Skill | 54 | 1mo ago | CC-BY-SA-4.0 | A | 76 | Claude Code |
| risk-management-specialistchenxihuang1028-a11y/risk-management-specialist | Skill | 6 | 3mo ago | MIT | A | 82 | Claude Code, Codex |