deploy-gen SKILL.md skillA
deploy-gen from jmagly/aiwg is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jmagly/aiwg/deploy-gen@git:20261106.8910dbdPins git:20261106.8910dbd in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jmagly/aiwg
- Path
agentic/code/addons/aiwg-utils/skills/deploy-gen/SKILL.md- Versions recorded
- 7
- Latest version
- git:20261106.8910dbd, committed Nov 6, 2026
- First version recorded
- Apr 2, 2026
- Size
- 4,986 bytes
- Repository stars
- 229
- License
- MIT
Generate deployment configurations (Docker, Kubernetes) for the current project.
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
<!-- AIWG-SKILL-CALLOUT --> > **Skill access pattern (post-kernel-pivot, 2026.5+)** > > Skill names referenced in this document are AIWG skills, **not slash commands**. Most are not kernel-listed and cannot be invoked as `/skill-name` by the platform. Reach them via: > > ```bash > aiwg discover "<capability>" > aiwg show skill <name> --body > ``` > > Only kernel-listed skills (`aiwg-doctor`, `aiwg-refresh`, `aiwg-status`, `aiwg-help`, `use`, `steward`) are directly invokable as slash commands. See [skill-discovery rule](../../../addons/aiwg-utils/rules/skill-discovery.md). # Deploy Generator Generate production-ready deployment configurations based on project analysis. ## Research Foundation **REF-001**: BP-8 - Containerized Deployment > "Production-grade agentic workflows require containerized deployment with proper isolation, resource management, and orchestration." ## Usage ```bash /deploy-gen docker [options] /deploy-gen k8s [options] /deploy-gen compose [options] ``` ## Arguments | Argument | Required | Description | |----------|----------|-------------| | type | Yes | Deployment type: docker, k8s, compose | ## Options | Option | Default | Description | …
Read the whole file at its exact version.
How to install
mdr add jmagly/aiwg/deploy-gen@sha256:fa4d8a10c684276fThe line at the top of this page pins the label git:20261106.8910dbd, 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_bysmfgs6rc5pdcxw)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Apr 2, 2026 and Nov 6, 2026, about one every 36 days. Its first recorded version is graded B and its latest A.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261106.8910dbd latest | 2026-11-06 | 8910dbd | 4,986 B | A | view · diff |
| git:20261022.29e265a | 2026-10-22 | 29e265a | 4,929 B | A | view · diff |
| git:20260511.8e98ff6 | 2026-05-11 | 8e98ff6 | 4,922 B | A | view · diff |
| git:20260430.6d8a12e | 2026-04-30 | 6d8a12e | 4,350 B | A | view · diff |
| git:20260404.f8108b9 | 2026-04-04 | f8108b9 | 4,333 B | B | view · diff |
| git:20260404.b3a6531 | 2026-04-04 | b3a6531 | 4,317 B | B | view · diff |
| git:20260402.b8e0da2 | 2026-04-02 | b8e0da2 | 3,889 B | B | 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 (4986 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
jmagly/aiwg · 229 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_bysmfgs6rc5pdcxw GET https://markdownregistry.com/api/v1/resolve?ref=jmagly/aiwg/deploy-gen GET https://markdownregistry.com/api/v1/blob/fa4d8a10c684276f8a92274d2df64ea72249f03dad9e02e4aaf4de1529c030c1
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.