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 iatf-16949-auditgit 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/iatf-16949-audit)<a href="https://agentmods.dev/skills/rbraga01/quality-engineering-skills/iatf-16949-audit"><img src="https://agentmods.dev/badge/skills/rbraga01/quality-engineering-skills/iatf-16949-audit/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/iatf-16949-audit"><img src="https://agentmods.dev/badge/skills/rbraga01/quality-engineering-skills/iatf-16949-audit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00088 | $0.03395 |
| Opus 5.5 | $0.00035 | $0.01358 |
| Sonnet 5.5 | $0.00018 | $0.00679 |
| Haiku 4.5 | $0.00009 | $0.00340 |
Grade A, and why
iatf-16949-audit 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.
IATF 16949:2016 Internal Audit — Supplemental Requirements
Goal
Audit the automotive-specific supplemental requirements of IATF 16949:2016, including CSR compliance and the three mandatory internal audit streams. Use in conjunction with iso-9001-internal-audit for a complete IATF audit.
When to use
This skill covers the IATF 16949 supplemental requirements — the automotive additions to ISO 9001.
IATF 16949 requires three types of internal audit (§9.2.2.1). All three must be planned, executed, and recorded within the audit programme cycle:
- QMS audit — covers the entire quality management system (ISO 9001 + IATF supplementals)
- Manufacturing process audit — process-based, covers all manufacturing processes at least annually
- Product audit — product-specific, verifies product conformance to specifications
All manufacturing processes must be audited at least annually, with increased frequency for high-risk or poor-performing areas.
Required IATF Audit Checklist
☐ Verify all three audit streams are planned and executed within the programme cycle ☐ Confirm CSR register is current and that changes trigger QMS document updates ☐ Check contingency plans are documented, reviewed, and tested (not just written) ☐ Verify special characteristics are consistent across all documents (drawing, DFMEA, PFMEA, CP, WI) ☐ Confirm supplier monitoring and escalation are active with defined thresholds ☐ Check Control Plan ↔ PFMEA linkage is current ☐ Verify traceability and suspect material isolation capability (24-hour test) ☐ Review temporary deviations for approval, expiry, and active control ☐ Verify problem-solving methodology is applied with objective evidence of effectiveness ☐ Confirm management review includes all IATF supplemental inputs ☐ Do not accept verbal confirmation — verify by observing the process, interviewing personnel, and reviewing records
Key IATF 16949 supplemental requirements — audit questions
What ships with it
1 file 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 · 88 tokens per session scan A 3bd224d6649b
iatf-16949-audit is a skill published in the GitHub repository RBraga01/Quality-Engineering-Skills (43 stars, last pushed 7d ago), licensed MIT. It adds 88 tokens to every session and 3,395 once invoked, about $0.0004 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.
iatf-16949-audit compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| iatf-16949-auditRBraga01/Quality-Engineering-Skills | Skill | 43 | 7d ago | MIT | A | 88 | Claude Code, Codex |
| api-testing-patternsproffesor-for-testing/agentic-qe | Skill | 525 | yesterday | MIT | A | 34 | Claude Code |
| accessibility-testingproffesor-for-testing/agentic-qe | Skill | 525 | yesterday | MIT | A | 50 | Claude Code |
| bug-reporting-excellenceproffesor-for-testing/agentic-qe | Skill | 525 | yesterday | MIT | A | 33 | Claude Code |
| code-review-qualityproffesor-for-testing/agentic-qe | Skill | 525 | yesterday | MIT | A | 33 | Claude Code |
| compliance-testingproffesor-for-testing/agentic-qe | Skill | 525 | yesterday | MIT | A | 43 | Claude Code |
| contract-testingproffesor-for-testing/agentic-qe | Skill | 525 | yesterday | MIT | A | 35 | Claude Code |