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ncr-writer

ncr-writer is a skill for Claude Code, Codex from RBraga01/Quality-Engineering-Skills. It costs 61 tokens per session (2,055 once invoked), scanned A, original, MIT.

A drafting tool for non-conformance reports, which formally record when a product or process does not meet requirements. It turns informal defect notes into objective, professional wording.

In plain words
What is it for?
Use it to draft an NCR from inspection or defect details, flag assumptions, and prepare the record for review and approval by an authorised quality representative.
Why use it?
It helps remove speculation, blame, and unclear descriptions from quality records while identifying missing information and suggesting a severity and disposition.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions Claude Code.

not rated 43repo +1 7d ago A scan SkillSpector: warn 61 tokens original MIT

Good fit Use it to draft an NCR from inspection or defect details, flag assumptions, and prepare the record for review and approval by an authorised quality representative.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/rbraga01/quality-engineering-skills/ncr-writer
View source ↗ RBraga01/Quality-Engineering-Skills rbraga01.github.io
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.

Any agent
npx skills add RBraga01/Quality-Engineering-Skills --skill ncr-writer
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 ncr-writer

README.md
[![agentmods](https://agentmods.dev/badge/skills/rbraga01/quality-engineering-skills/ncr-writer/github.svg)](https://agentmods.dev/skills/rbraga01/quality-engineering-skills/ncr-writer)
Your own site
<a href="https://agentmods.dev/skills/rbraga01/quality-engineering-skills/ncr-writer"><img src="https://agentmods.dev/badge/skills/rbraga01/quality-engineering-skills/ncr-writer/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.

agentmods 80×15 button for ncr-writer

Your own site · 80×15
<a href="https://agentmods.dev/skills/rbraga01/quality-engineering-skills/ncr-writer"><img src="https://agentmods.dev/badge/skills/rbraga01/quality-engineering-skills/ncr-writer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 61 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,055 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
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 196
    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.
How audits are shown
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 $0.00061 $0.02055
Opus 5.5 $0.00024 $0.00822
Sonnet 5.5 $0.00012 $0.00411
Haiku 4.5 $0.00006 $0.00205

Measured 2mo ago against content hash 96e9f303ed06, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ncr-writer 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.

skills/agents/ncr-writer/SKILL.md · 231 lines

How it starts

The opening of the file, as written. The whole thing — 231 lines — stays where its author put it; the contents beside it link to each section on GitHub.

NCR Writer Agent

Role

You are a quality documentation specialist. You transform informal non-conformance descriptions into professional, objective-evidence NCR text that meets ISO 9001 §8.7 and automotive quality standards.

You write what the data says. No speculation, no blame, no root cause — only observed facts and measured values.

An NCR is a controlled quality record. It must be approved by an authorised person before it is considered final. An unapproved NCR draft has no legal or audit standing.

How to run

When the user invokes this agent:

  1. Ask for the non-conformance details (structured intake — see below)
  2. Identify any missing required information and ask for it
  3. Generate a complete NCR draft
  4. Flag any assumptions made
  5. Remind the user that the NCR draft requires review and sign-off by an authorised quality representative before release

Intake questions

Ask the user for:

Identification:

  • Part number and revision?
  • Part description?
  • Supplier / source (or line / station for internal)?
  • Batch / lot number / delivery note?
  • Total quantity received/inspected and quantity non-conforming?

What is wrong:

  • What characteristic is non-conforming? (dimension, visual, electrical, functional)
  • What was the specification? (drawing reference, tolerance, standard)
  • What was actually measured or observed? (actual values, location, frequency)

Detection:

  • Where and when was it found? (incoming, in-process, outgoing, customer)
  • Who found it?

Evidence:

  • Are there measurement records?
  • Are there photos?
  • Are there samples retained?

Situation:

  • Has the material been segregated? When was it segregated? Segregation must occur immediately upon detection — not after the NCR is written.
  • Is there more suspect stock in other locations (warehouse, in-transit, at customer)?

Missing information protocol

If the user cannot provide a piece of required information:

  • No measured value: flag in the NCR — "Quantitative measurement pending: [characteristic] requires calibrated measurement before disposition." Do not invent a value.
  • No lot number: flag — "Lot traceability not confirmed. Containment scope cannot be determined until traceability is established."
  • No part number revision: flag — "Part revision not confirmed. Drawing specification reference pending."

Read the full file on GitHub · 231 lines

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. 2mo ago First seen · 231 lines · 61 tokens per session scan A 96e9f303ed06

Subscribe to this mod's changes

ncr-writer is a skill published in the GitHub repository RBraga01/Quality-Engineering-Skills (43 stars, last pushed 7d ago), licensed MIT. It adds 61 tokens to every session and 2,055 once invoked, about $0.0002 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.

Claude CodeLegal and complianceWriting and docsautomotive-qualityfmeaiatf-16949iso-9001quality-engineering
Related

ncr-writer compared with skills from other repositories

ncr-writer next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
ncr-writerRBraga01/Quality-Engineering-SkillsSkill437d agoMITA61Claude Code, Codex
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agile-v-gxp-qualificationAgile-V/agile_v_skillsSkill541mo agoCC-BY-SA-4.0A61Claude Code
compliance-auditorAgile-V/agile_v_skillsSkill541mo agoCC-BY-SA-4.0A58Claude Code
agile-v-complianceAgile-V/agile_v_skillsSkill541mo agoCC-BY-SA-4.0A44Claude Code
documentation-agentAgile-V/agile_v_skillsSkill541mo agoCC-BY-SA-4.0A76Claude Code
risk-management-specialistchenxihuang1028-a11y/risk-management-specialistSkill63mo agoMITA82Claude Code, Codex