tinh2/skills-hub-registry · analysis/defect-detection/SKILL.md

defect-detection skillA

defect-detection is agent-read markdown (skill) from tinh2/skills-hub-registry: Analyze manufacturing defect detection and quality control systems — computer vision inspection pipelines, SPC control charts, Six Sigma process capability (Cp/Cpk), defect classification taxonomies, root cause analysis tooling, and measurement system analysis..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add tinh2/skills-hub-registry/defect-detection@v2.0.1
Exact content
mdr add tinh2/skills-hub-registry/defect-detection@sha256:34547dd20e08cefa

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_w73zeg7wcnerulaa.svg)](https://markdownregistry.com/a/art_w73zeg7wcnerulaa)

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Versions

versioncommittedcommitsizeaudit
v2.0.1 latest2026-09-02 5713ecc 18,573 BA view · diff
v2.0.02026-03-18 851800b 18,682 BA view · diff
v1.0.02026-03-13 0aafe73 16,931 BA view · diff
v1.0.02026-03-01 82d5e0f 18,132 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.

Source

GitHub

tinh2/skills-hub-registry · 15 stars · license none · pushed 2026-09-04 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_w73zeg7wcnerulaa
GET https://markdownregistry.com/api/v1/resolve?ref=tinh2/skills-hub-registry/defect-detection
GET https://markdownregistry.com/api/v1/blob/34547dd20e08cefad93673c6c2a2e07ccc6270875eb8b7475a6e85dd2446ac7a