quality-engineering-automation-health SKILL.md skillA
This file is byte-identical to the first copy the registry indexed, one of 3 indexed copies. Same content hash, so the same checks give both the same grade.
quality-engineering-automation-health from hoangnguyen0403/agent-skills-standard is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add hoangnguyen0403/agent-skills-standard/quality-engineering-automation-health@git:20260913.bef7b5cPins git:20260913.bef7b5c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- hoangnguyen0403/agent-skills-standard
- Path
.agents/skills/quality-engineering/quality-engineering-automation-health/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260913.bef7b5c, committed Sep 13, 2026
- Size
- 3,447 bytes
- Repository stars
- 583
- License
- MIT
Measures whether an automation suite builds release confidence via feedback-loop length, suite reliability, release cadence, and production escape rate, and emits a release_confidence verdict. Use when judging suite value, ROI, or pre-release trust; not for writing or healing tests.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Quality Engineering: Automation Health ## **Priority: P1 (HIGH)** ## Mission Automation exists to reduce ambiguity at release time, not to catch every bug. Finding bugs is testing's job; building confidence is automation's. Judge a suite by whether the team can deploy on Friday afternoon without fear. ## Three Questions A high-value suite answers all three with evidence: 1. **Core workflows intact**: the flows that create revenue and user value still run end to end. 2. **No serious regression**: the latest change did not break what was already stable. 3. **Fast feedback**: a developer learns what they broke in minutes, not hours. ## Four Metrics | Metric | Key | Question it answers | | --- | --- | --- | | Feedback loop | `feedback_loop_minutes` | How long from push to a trusted green or red? | | Suite reliability | `suite_reliability_pct` | When a run is red, does the team investigate or just re-run? | | Release cadence | `release_cadence` | Did automation let the team ship more often without more production risk? | | Production escape rate | `prod_escape_rate` | How many serious defects passed the whole pipeline and reached real users? | …
Read the whole file at its exact version.
How to install
mdr add hoangnguyen0403/agent-skills-standard/quality-engineering-automation-health@sha256:61f9a2c3b594e44bThe line at the top of this page pins the label git:20260913.bef7b5c, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_gxgy6dmkm3fz2ceu)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 13, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3447 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
hoangnguyen0403/agent-skills-standard · 583 stars · license MIT · pushed 2026-11-07 · branch develop
API
GET https://markdownregistry.com/api/v1/artifacts/art_gxgy6dmkm3fz2ceu GET https://markdownregistry.com/api/v1/resolve?ref=hoangnguyen0403/agent-skills-standard/quality-engineering-automation-health GET https://markdownregistry.com/api/v1/blob/61f9a2c3b594e44b4a7aa3ee6a80b6d75652462342881af0f22ea7bc6e7ae0f4
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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