llm-gate SKILL.md skillA
llm-gate from rohitg00/pro-workflow is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add rohitg00/pro-workflow/llm-gate@git:20260331.68dbd4bPins git:20260331.68dbd4b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- rohitg00/pro-workflow
- Path
skills/llm-gate/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260331.68dbd4b, committed Mar 31, 2026
- Size
- 3,030 bytes
- Repository stars
- 2,944
- License
- none declared
LLM-powered quality verification using prompt hooks. Validates commit messages, code patterns, and conventions using AI before allowing operations. Use to set up intelligent guardrails.
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
# LLM Gate
Use Claude Code's `type: "prompt"` hooks to create intelligent quality gates that use AI to verify operations.
## Trigger
Use when:
- Setting up commit message validation
- Enforcing code conventions beyond what linters catch
- Creating smart guardrails for specific operations
## How Prompt Hooks Work
Claude Code supports hooks with `type: "prompt"` that run a small LLM (Haiku by default) to verify conditions:
```json
{
"PreToolUse": [{
"matcher": "Bash",
"hooks": [{
"type": "prompt",
"if": "Bash(git commit*)",
"prompt": "Check if this git commit follows conventional commit format (<type>(<scope>): <summary>). The commit command is: $ARGUMENTS. Return {\"ok\": true} if valid, {\"ok\": false, \"reason\": \"...\"} if not.",
"model": "haiku",
"timeout": 15
}]
}]
}
```
The hook:
1. Substitutes `$ARGUMENTS` with the JSON hook input
2. Sends to Haiku (fast, cheap)
3. Expects `{"ok": true}` or `{"ok": false, "reason": "..."}`
4. If not ok → blocks the tool call with the reason
## Example Gates
### Conventional Commit Validator
```json
{
"type": "prompt",
"if": "Bash(git commit*)",
…Read the whole file at its exact version.
How to install
mdr add rohitg00/pro-workflow/llm-gate@sha256:4b7da8e85e2041f8The line at the top of this page pins the label git:20260331.68dbd4b, 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_hqqpsphlqycf3jy2)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Mar 31, 2026.
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 (3030 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
rohitg00/pro-workflow · 2,944 stars · license none declared · pushed 2026-09-29 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_hqqpsphlqycf3jy2 GET https://markdownregistry.com/api/v1/resolve?ref=rohitg00/pro-workflow/llm-gate GET https://markdownregistry.com/api/v1/blob/4b7da8e85e2041f87812049fb15228efe7defe342b0463f1330542a176d668e6
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.