aiwg-utils-quickref SKILL.md skillA
aiwg-utils-quickref 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/aiwg-utils-quickref@git:20261022.29e265aPins git:20261022.29e265a 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/aiwg-utils-quickref/SKILL.md- Versions recorded
- 9
- Latest version
- git:20261022.29e265a, committed Oct 22, 2026
- First version recorded
- May 25, 2026
- Size
- 14,627 bytes
- Repository stars
- 229
- License
- MIT
AUTO-INVOKE for ANY AIWG capability question, framework/addon/extension query, steward routing, MCP profile, or when unsure where to start. ALWAYS consult before filesystem search on .claude/.factory/.codex/.warp/etc. AIWG core utilities quick reference — always-on framing, steward, index, meta operations.
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 Core Utilities — Quick Reference This is your always-loaded core directory for AIWG. It does **not** list every utility skill. Instead, it teaches the cross-cutting domains and gives you **curated search phrases** that map to `aiwg discover` lookups, plus a list of which framework-specific quickrefs are loaded. ## How to use this quickref `aiwg show <type> <name>` returns a metadata card. Inspect its outline, then fetch a needed `--section "Heading"` or use `--body` for the full instructions. Fetch required rules with `--rules --with-rule-bodies` before governed work. Routing authority: `aiwg show rule skill-discovery --body` (kernel). Skill/CLI precedence: `aiwg show rule cli-secondary --body`. The capability phrases below are lookup aids. ## Framework quickrefs (loaded if framework is installed) If a user asks about a specific framework's surface, the corresponding quickref is your first stop. These are kernel-resident, so they're already in your context: - `sdlc-quickref` — software-development-lifecycle workflows - `forensics-quickref` — incident response and digital forensics - `research-quickref` — research corpus and citation workflows …
Read the whole file at its exact version.
How to install
mdr add jmagly/aiwg/aiwg-utils-quickref@sha256:f3b47ce3a2031ac3The line at the top of this page pins the label git:20261022.29e265a, 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_fjq3gtb4zy47crmb)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 9 versions of this file, between May 25, 2026 and Oct 22, 2026, about one every 19 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261022.29e265a latest | 2026-10-22 | 29e265a | 14,627 B | A | view · diff |
| git:20261018.9410913 | 2026-10-18 | 9410913 | 14,364 B | A | view · diff |
| git:20261005.db8b673 | 2026-10-05 | db8b673 | 17,104 B | A | view · diff |
| git:20260925.55b35fa | 2026-09-25 | 55b35fa | 16,991 B | A | view · diff |
| git:20260704.090afbc | 2026-07-04 | 090afbc | 16,620 B | A | view · diff |
| git:20260703.086c7a0 | 2026-07-03 | 086c7a0 | 16,395 B | A | view · diff |
| git:20260618.4637f00 | 2026-06-18 | 4637f00 | 16,335 B | A | view · diff |
| git:20260615.1d3e2ee | 2026-06-15 | 1d3e2ee | 15,737 B | A | view · diff |
| git:20260525.0b324a4 | 2026-05-25 | 0b324a4 | 15,737 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 (14627 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_fjq3gtb4zy47crmb GET https://markdownregistry.com/api/v1/resolve?ref=jmagly/aiwg/aiwg-utils-quickref GET https://markdownregistry.com/api/v1/blob/f3b47ce3a2031ac360198a6dd58fd9fcab27f5ba877b56a73ffe7e7e201033d6
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.