Manufacturing: Non-Conformance Report Review with Claude Code: SKILL.md Template
A production playbook for non-conformance report review in manufacturing operations using Claude Code: skill.md template, run-scoped inputs, logs, typed results, and artifacts.
Audience: Manufacturing quality teams
The problem
Manufacturing quality teams need non-conformance report review to run repeatedly against NCRs, inspection records, photos, supplier notes, and corrective action rules. In manufacturing operations, the pain is not one good answer; it is repeatability, auditability, exception handling, and evidence that survives handoff.
Implementation path
Put the operating procedure in SKILL.md, keep examples beside the skill, attach NCRs, inspection records, photos, supplier notes, and corrective action rules per run, and let Argo turn the folder into a repeatable Claude Code execution.
Tradeoffs and failure modes
A skill folder is less flexible than an open chat, but it gives the product a versioned workflow that can be tested and rolled back. For non-conformance report review, the practical test is whether a second run can be debugged, retried, and consumed by a product without reading the raw agent transcript.
SKILL.md starter
# SKILL.md
You run non-conformance report review using Claude Code.
Read only /skill/.argo/inputs.
Write artifacts to /skill/output/artifacts.
Return argo.result.v1 with body.type = "manufacturing_quality_ncr_review".
Run this on Argo