Contextual Commit Messages
yamadashy/repomix
Writes Conventional Commits whose bodies carry action lines recording the intent, decisions and constraints behind a change, not only what changed.
LLM-powered quality verification using prompt hooks. An agent skill from rohitg00/pro-workflow.
Install LLM Gate
$ npx skills add rohitg00/pro-workflow --skill llm-gate -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install rohitg00/pro-workflow llm-gate --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/rohitg00/pro-workflow.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/llm-gate .claude/skills/llm-gate && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "llm-gate" agent skill from https://github.com/rohitg00/pro-workflow/tree/main/skills/llm-gate into .claude/skills/llm-gate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llm-gate", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/rohitg00/pro-workflow/tree/main/skills/llm-gateType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add rohitg00/pro-workflow --skill llm-gate -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install rohitg00/pro-workflow llm-gate --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rohitg00/pro-workflow.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/llm-gate .agents/skills/llm-gate && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "llm-gate" agent skill from https://github.com/rohitg00/pro-workflow/tree/main/skills/llm-gate into .agents/skills/llm-gate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llm-gate", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add rohitg00/pro-workflow --skill llm-gate -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install rohitg00/pro-workflow llm-gate --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rohitg00/pro-workflow.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/llm-gate .cursor/skills/llm-gate && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "llm-gate" agent skill from https://github.com/rohitg00/pro-workflow/tree/main/skills/llm-gate into .cursor/skills/llm-gate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llm-gate", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/rohitg00/pro-workflow.git --path skills/llm-gate--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add rohitg00/pro-workflow --skill llm-gate -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install rohitg00/pro-workflow llm-gate --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rohitg00/pro-workflow.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/llm-gate .gemini/skills/llm-gate && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "llm-gate" agent skill from https://github.com/rohitg00/pro-workflow/tree/main/skills/llm-gate into .gemini/skills/llm-gate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llm-gate", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install rohitg00/pro-workflow llm-gateInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add rohitg00/pro-workflow --skill llm-gate -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/rohitg00/pro-workflow.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/llm-gate .github/skills/llm-gate && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "llm-gate" agent skill from https://github.com/rohitg00/pro-workflow/tree/main/skills/llm-gate into .github/skills/llm-gate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llm-gate", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add rohitg00/pro-workflow --skill llm-gate -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install rohitg00/pro-workflow llm-gate --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rohitg00/pro-workflow.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/llm-gate .opencode/skills/llm-gate && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "llm-gate" agent skill from https://github.com/rohitg00/pro-workflow/tree/main/skills/llm-gate into .opencode/skills/llm-gate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llm-gate", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
llm-gate- GitHub stars
- 2.9k
- Token cost
- ~757 tokens
- SKILL.md length
- 213 words
- Files
- 1
- Skills in repo
- 41
- Repo updated
- First seen
- Licence
- None found
At a glance
LLM-powered quality verification using prompt hooks. An agent skill from rohitg00/pro-workflow.
- Works in 4 steps: Substitutes $ARGUMENTS with the JSON… → Sends to Haiku (fast, cheap) → Expects {"ok": true} or {"ok": false,… → …
- Set up intelligent guardrails
- SKILL.md covers Trigger, How Prompt Hooks Work, Example Gates and Agent Hooks, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
LLM Gate is an agent skill from rohitg00/pro-workflow. 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.
Its SKILL.md is about 760 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Development, covering Commit messages and LLM guardrails. The repository describes itself as: Claude Code learns from your corrections: self-correcting memory that compounds over 50+ sessions. Context engineering, parallel worktrees, agent teams, and 17 battle-tested…
When your agent uses it
- Set up intelligent guardrails
- Tasks that involve Commit messages
- Tasks that involve LLM guardrails
Example prompts
- “/llm-gate”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Substitutes $ARGUMENTS with the JSON hook input
- Sends to Haiku (fast, cheap)
- Expects {"ok": true} or {"ok": false, "reason": "..."}
- If not ok → blocks the tool call with the reason
What it can do on your machine
Read from SKILL.md and the folder at commit 86d5f27. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are json).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
LLM Gate loads about 757 tokens when it runs. Until then it costs about 49 tokens; SKILL.md has 213 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 213 words (~757 tokens).
“Use Claude Code's type: "prompt" hooks to create intelligent quality gates that use AI to verify operations.”
- name
- llm-gate
Files
Just SKILL.md in skills/llm-gate of rohitg00/pro-workflow.
Open the folder on GitHubat commit 86d5f27
Compare with similar skills
LLM Gate next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| LLM Gate this skillrohitg00/pro-workflow | 2.9k | — | ~757 | Automated safety check: Pass | None | |
| Contextual Commit Messagesyamadashy/repomix | 29k | 1 repos | ~2.7k | Automated safety check: Pass | MIT | |
| React Router Release Notes Prepremix-run/react-router | 57k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Caveman Commitvishiri/fantasia-archive | 409 | 13 repos | ~642 | Automated safety check: Pass | GPL-3.0 | |
| PR Finalize Reviewmicrosoft/garnet | 12k | — | ~3.1k | Automated safety check: Pass | MIT | |
| ToolJet Multi-Repo CommitToolJet/ToolJet | 41k | — | ~1.3k | Automated safety check: Pass | AGPL-3.0 |
Similar skills
React Router Release Notes Prep
remix-run/react-router
Polishes pending React Router change files before the versioning scripts run, and decides whether a long-form What's Changed section is warranted.
Caveman Commit
vishiri/fantasia-archive
Ultra-compressed commit message generator. An agent skill from vishiri/fantasia-archive.
- Official
PR Finalize Review
microsoft/garnet
Checks that a pull request's title and description match its implementation and reviews the code for Garnet best practices, reporting findings without posting them.
ToolJet Multi-Repo Commit
ToolJet/ToolJet
Commits changes across ToolJet's root repo and its server/ee and frontend/ee submodules, writing messages from the diffs and updating submodule pointers in order.
Git Workflow and Versioning
addyosmani/agent-skills
Sets git habits for every change: short-lived branches, atomic commits with descriptive messages, clean pull requests, plus versioning, tagging and changelogs for releases.
More from rohitg00/pro-workflow
All 41 skills in this repoWiki Builder
rohitg00/pro-workflow
Start, structure, and grow a persistent research wiki indexed in pro-workflow's SQLite knowledge base.
LLM Council
rohitg00/pro-workflow
Provider-agnostic multi-LLM deliberation. An agent skill from rohitg00/pro-workflow.
Survey Generator
rohitg00/pro-workflow
Compile a structured literature survey on any AI/ML topic. An agent skill from rohitg00/pro-workflow.
Wiki Query
rohitg00/pro-workflow
Query pro-workflow wikis via SQLite FTS5 BM25 retrieval. An agent skill from rohitg00/pro-workflow.
Wiki Research Loop
rohitg00/pro-workflow
Auto-grow a pro-workflow wiki by running a budget-capped BFS research loop over pluggable source fetchers (web, arXiv, GitHub).
Wiki Viewer
rohitg00/pro-workflow
Render a self-contained HTML viewer for a pro-workflow wiki.
Related
Categories
Questions about LLM Gate
What does LLM Gate do?
LLM-powered quality verification using prompt hooks. An agent skill from rohitg00/pro-workflow. LLM Gate is an agent skill from rohitg00/pro-workflow. LLM-powered quality verification using prompt hooks.
When should I use LLM Gate?
LLM Gate fits situations like: set up intelligent guardrails; tasks that involve Commit messages; tasks that involve LLM guardrails.
How do I install LLM Gate in Claude Code?
Run `npx skills add rohitg00/pro-workflow --skill llm-gate -a claude-code`. Or copy the skill folder (skills/llm-gate in rohitg00/pro-workflow) into .claude/skills/llm-gate in your project. Claude Code loads it when a task matches its description.
How do I install LLM Gate in Codex?
Run `npx skills add rohitg00/pro-workflow --skill llm-gate -a codex`. Or copy the skill folder (skills/llm-gate in rohitg00/pro-workflow) into .agents/skills/llm-gate in your project. Codex loads it when a task matches its description.
Can I use LLM Gate in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add rohitg00/pro-workflow --skill llm-gate -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/llm-gate, .gemini/skills/llm-gate, .github/skills/llm-gate and .opencode/skills/llm-gate in your project.
What does LLM Gate need to run?
SKILL.md names no scripts, command-line tools or credentials: LLM Gate is instructions for the agent only.
Does LLM Gate access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is LLM Gate safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does LLM Gate use?
No licence was found for LLM Gate or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does LLM Gate use?
About 757 tokens (SKILL.md is roughly 3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to LLM Gate?
Skills that share tags, products or a category with LLM Gate: Contextual Commit Messages (yamadashy/repomix, 29k stars), React Router Release Notes Prep (remix-run/react-router, 57k stars), Caveman Commit (vishiri/fantasia-archive, 409 stars) and PR Finalize Review (microsoft/garnet, 12k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains LLM Gate?
rohitg00 (a GitHub user) maintains it in rohitg00/pro-workflow, which has 2,907 GitHub stars. The repository holds 41 skills in this directory. The repository was last updated on September 29, 2026.
Source: rohitg00/pro-workflow on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.