faa-ams-vv SKILL.md skillA
faa-ams-vv from jgsystemsconsulting/jgs-se-knowledge-packs is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jgsystemsconsulting/jgs-se-knowledge-packs/faa-ams-vv@git:20261028.18a4decPins git:20261028.18a4dec in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jgsystemsconsulting/jgs-se-knowledge-packs
- Path
packs/faa-ams-vv/SKILL.md- Versions recorded
- 4
- Latest version
- git:20261028.18a4dec, committed Oct 28, 2026
- First version recorded
- Jun 24, 2026
- Size
- 12,226 bytes
- Repository stars
- 71
- License
- a license file GitHub does not identify
Knowledge pack synthesized from FAA AMS Lifecycle Verification and Validation Guidelines, Version 4.0 (January 2023): verify-vs-validate, the three tiers, decision-point-gated V&V across the AMS lifecycle, and shift-left. SCOPE LIMITS: single-source (the January 2023 guidelines); FAA acquisition V&V doctrine, not a general SE process model, not a requirements manual, and not a test-design textbook; CMMI for Development v1.2 named and paraphrased, never copied; surrounding AMS lifecycle is…
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
# FAA AMS Lifecycle Verification and Validation Guidelines, Version 4.0 **Source:** Federal Aviation Administration, *AMS Lifecycle Verification and Validation Guidelines*, Version 4.0 (January 2023). US Government work, public domain under 17 U.S.C. § 105. No download link is published; source identification and licence terms: [LICENSE](LICENSE). Vetted 2026-10-28. ## When to use Use this skill when you have a question about verification and validation across the FAA Acquisition Management System (AMS) lifecycle: whether to verify or validate, which tier an artifact sits at, which methods apply, what the minimum V&V set is at each decision point, how the DT/OT/IOA triad divides test labor, or how shift-left changes early-lifecycle checking. It does not cover the surrounding AMS lifecycle mechanics (phases, gates as process, program office roles); that context stays in the `faa-sem` pack. It is also not a requirements-writing manual, a general SE process model, or a test-design textbook. **Prerequisites:** none — plain Markdown; no MCP server, API key, or licence tier needed at runtime. ## How to Use This Skill …
Read the whole file at its exact version.
How to install
mdr add jgsystemsconsulting/jgs-se-knowledge-packs/faa-ams-vv@sha256:da26e9f74bdfec23The line at the top of this page pins the label git:20261028.18a4dec, 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_mgbodmvouvjhtmkw)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Jun 24, 2026 and Oct 28, 2026, about one every 42 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261028.18a4dec latest | 2026-10-28 | 18a4dec | 12,226 B | A | view · diff |
| git:20261028.27c0a9f | 2026-10-28 | 27c0a9f | 13,417 B | A | view · diff |
| git:20260626.6ede444 | 2026-06-26 | 6ede444 | 17,735 B | A | view · diff |
| git:20260624.03e82c8 | 2026-06-24 | 03e82c8 | 16,934 B | A | view |
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 (12226 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
jgsystemsconsulting/jgs-se-knowledge-packs · 71 stars · license a license file GitHub does not identify · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_mgbodmvouvjhtmkw GET https://markdownregistry.com/api/v1/resolve?ref=jgsystemsconsulting/jgs-se-knowledge-packs/faa-ams-vv GET https://markdownregistry.com/api/v1/blob/da26e9f74bdfec234d23c3e169df4196e5ecbe637fdf809a6669427f966090e8
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.