g-specialize SKILL.md skillA
g-specialize from onlygian/g-forge is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add onlygian/g-forge/g-specialize@git:20260905.dd4304bPins git:20260905.dd4304b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- onlygian/g-forge
- Path
skills/g-specialize/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260905.dd4304b, committed Sep 5, 2026
- First version recorded
- Jun 29, 2026
- Size
- 7,420 bytes
- Repository stars
- 4
- License
- GPL-3.0
Determine which stack profiles to apply by reading the project brief and dependency files. Handles multi-stack projects. Detects known stack combos and installs combo architecture rules covering emergent cross-stack patterns. Consults code-lead when the picture is ambiguous or risky. Installs architect agents, a write-side implementer agent per stack, and architecture rules. Supported stacks: angular, asp-net-core, astro, bun, c-embedded, capacitor, cpp-cmake, django, electron, express…
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
**Announce:** "Using g-specialize to apply the stack profile." You install, per detected stack: an **architect** (read-side, reviews layer violations), an **implementer** (write-side, executes wave tasks in the stack's idioms), and the architecture rules both rely on — all project-native afterward. ## Step 1 — Detect stacks Run `scripts/detect-stack.sh` from the project root. It scans the brief and dependency manifests (the dependency→stack mapping, combo table, and supplementary trigger live in it) and prints `STACK:`/`COMBO:`/`SUPPLEMENTARY:`/`UNSUPPORTED:`/`CONFLICT:` lines plus per-profile `AGENT_FILE:`/`RULES_FILE:`/`MISSING:` paths (local `profiles/` first, then the plugin cache under `~/.claude/plugins/cache/g-forge/g-forge/*/`). Also read `g-docs/project_brief.md` yourself for names its grep misses (prose like "Vue 3") and re-run with those — and any explicit argument — as candidate args. Synthesise: stacks + sources, unsupported, conflicts, profiles to apply, combos. ## Step 2 — Research current stable/LTS state …
Read the whole file at its exact version.
How to install
mdr add onlygian/g-forge/g-specialize@sha256:b1b42641267f19e1The line at the top of this page pins the label git:20260905.dd4304b, 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_lctbj6vnxg6j7otn)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jun 29, 2026 and Sep 5, 2026, about one every 17 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260905.dd4304b latest | 2026-09-05 | dd4304b | 7,420 B | A | view · diff |
| git:20260902.43671e4 | 2026-09-02 | 43671e4 | 7,440 B | A | view · diff |
| git:20260811.a8ae21a | 2026-08-11 | a8ae21a | 31,084 B | A | view · diff |
| git:20260629.6a13b47 | 2026-06-29 | 6a13b47 | 30,532 B | A | view · diff |
| git:20260629.657aaa6 | 2026-06-29 | 657aaa6 | 30,490 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 (7420 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
onlygian/g-forge · 4 stars · license GPL-3.0 · pushed 2026-10-28 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_lctbj6vnxg6j7otn GET https://markdownregistry.com/api/v1/resolve?ref=onlygian/g-forge/g-specialize GET https://markdownregistry.com/api/v1/blob/b1b42641267f19e1d40ec53a40784e5e90e3eefa0f336bdb28704b1de085d524
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.