devkit-create-framework SKILL.md skillA

devkit-create-framework from jmagly/aiwg is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add jmagly/aiwg/devkit-create-framework@git:20261106.8910dbd

Pins 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-dev/skills/devkit-create-framework/SKILL.md
Versions recorded
6
Latest version
git:20261106.8910dbd, committed Nov 6, 2026
First version recorded
Apr 1, 2026
Size
4,485 bytes
Repository stars
229
License
MIT

Comma-separated phase names.

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

# Create AIWG Framework

Create a new AIWG framework with complete lifecycle structure.

## Process

### 1. Validate Framework Name

Check that `$ARGUMENTS` contains a valid framework name:
- Must be kebab-case (lowercase with hyphens)
- Must not conflict with existing frameworks

Check existing frameworks:
```bash
ls ~/.local/share/ai-writing-guide/agentic/code/frameworks/
```

### 2. Interactive Design (if --interactive)

If `--interactive` is specified, guide the user through framework design:

**Framework Purpose**:
> What lifecycle does this framework manage? (e.g., software development, marketing campaigns, legal cases)

**Target Audience**:
> Who will use this framework? (e.g., development teams, marketing departments, legal firms)

**Phase Structure**:
> What phases does this lifecycle include?
> Default: inception, elaboration, construction, transition
> Custom examples: discovery, analysis, synthesis, publication

**Agent Categories**:
> What types of roles are needed?
> - Analysis roles (analysts, researchers)
> - Design roles (architects, designers)
> - Implementation roles (developers, writers)
> - Quality roles (reviewers, testers)
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add jmagly/aiwg/devkit-create-framework@sha256:cef89fc5bcd81644

The 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_b2oqpwyz5gj7qd3j.svg)](https://markdownregistry.com/a/art_b2oqpwyz5gj7qd3j)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 6 versions of this file, between Apr 1, 2026 and Nov 6, 2026, about one every 44 days. Its first recorded version is graded B and its latest A.

versioncommittedcommitsizeaudit
git:20261106.8910dbd latest2026-11-06 8910dbd 4,485 BA view · diff
git:20260430.89074a22026-04-30 89074a2 4,468 BA view · diff
git:20260404.f8108b92026-04-04 f8108b9 4,438 BB view · diff
git:20260404.b3a65312026-04-04 b3a6531 4,422 BB view · diff
git:20260402.b8e0da22026-04-02 b8e0da2 3,927 BB view · diff
git:20260401.99f06c42026-04-01 99f06c4 3,910 BB view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (4485 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

GitHub

jmagly/aiwg · 229 stars · license MIT · pushed 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_b2oqpwyz5gj7qd3j
GET https://markdownregistry.com/api/v1/resolve?ref=jmagly/aiwg/devkit-create-framework
GET https://markdownregistry.com/api/v1/blob/cef89fc5bcd81644f7a93b453c3dca44bde5a9a158a8e1c29727ed8db64103c6

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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