Claudish Usage
MadAppGang/claudish
CRITICAL - Guide for using Claudish CLI ONLY through sub-agents to run Claude Code with any AI model (OpenRouter, Gemini, OpenAI, local models).
Guide for maintaining the MassGen model and backend registry.
Install Model Registry Maintainer
$ npx skills add Microck/ordinary-claude-skills --skill model-registry-maintainer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Microck/ordinary-claude-skills model-registry-maintainer --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/Microck/ordinary-claude-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills_all/model-registry-maintainer .claude/skills/model-registry-maintainer && 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 "model-registry-maintainer" agent skill from https://github.com/Microck/ordinary-claude-skills/tree/main/skills_all/model-registry-maintainer into .claude/skills/model-registry-maintainer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "model-registry-maintainer", 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/Microck/ordinary-claude-skills/tree/main/skills_all/model-registry-maintainerType 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 Microck/ordinary-claude-skills --skill model-registry-maintainer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Microck/ordinary-claude-skills model-registry-maintainer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Microck/ordinary-claude-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills_all/model-registry-maintainer .agents/skills/model-registry-maintainer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "model-registry-maintainer" agent skill from https://github.com/Microck/ordinary-claude-skills/tree/main/skills_all/model-registry-maintainer into .agents/skills/model-registry-maintainer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "model-registry-maintainer", 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 Microck/ordinary-claude-skills --skill model-registry-maintainer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Microck/ordinary-claude-skills model-registry-maintainer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Microck/ordinary-claude-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills_all/model-registry-maintainer .cursor/skills/model-registry-maintainer && 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 "model-registry-maintainer" agent skill from https://github.com/Microck/ordinary-claude-skills/tree/main/skills_all/model-registry-maintainer into .cursor/skills/model-registry-maintainer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "model-registry-maintainer", 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/Microck/ordinary-claude-skills.git --path skills_all/model-registry-maintainer--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 Microck/ordinary-claude-skills --skill model-registry-maintainer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Microck/ordinary-claude-skills model-registry-maintainer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Microck/ordinary-claude-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills_all/model-registry-maintainer .gemini/skills/model-registry-maintainer && 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 "model-registry-maintainer" agent skill from https://github.com/Microck/ordinary-claude-skills/tree/main/skills_all/model-registry-maintainer into .gemini/skills/model-registry-maintainer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "model-registry-maintainer", 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 Microck/ordinary-claude-skills model-registry-maintainerInstalls 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 Microck/ordinary-claude-skills --skill model-registry-maintainer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Microck/ordinary-claude-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills_all/model-registry-maintainer .github/skills/model-registry-maintainer && 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 "model-registry-maintainer" agent skill from https://github.com/Microck/ordinary-claude-skills/tree/main/skills_all/model-registry-maintainer into .github/skills/model-registry-maintainer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "model-registry-maintainer", 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 Microck/ordinary-claude-skills --skill model-registry-maintainer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Microck/ordinary-claude-skills model-registry-maintainer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Microck/ordinary-claude-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills_all/model-registry-maintainer .opencode/skills/model-registry-maintainer && 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 "model-registry-maintainer" agent skill from https://github.com/Microck/ordinary-claude-skills/tree/main/skills_all/model-registry-maintainer into .opencode/skills/model-registry-maintainer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "model-registry-maintainer", 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
model-registry-maintainer- GitHub stars
- 403
- Token cost
- ~3.6k tokens
- SKILL.md length
- 819 words
- Files
- 2
- Skills in repo
- 91
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Guide for maintaining the MassGen model and backend registry.
- Works in 11 steps: Release Date → Context Window → Pricing → …
- Tasks that involve Context engineering
- SKILL.md covers When to Use This Skill, Two Files to Maintain, Information to Gather for New… and Adding a New Model - Complete…, plus 5 more sections
- Calls uv and make; reaches raw.githubusercontent.com and openrouter.ai; needs OPENROUTER_API_KEY
What it does
Model Registry Maintainer is an agent skill from Microck/ordinary-claude-skills. Guide for maintaining the MassGen model and backend registry. This skill should be used when adding new models, updating model information (release dates, pricing, context windows), or ensuring the registry stays current with provider releases. Covers both the capabilities registry and the pricing/token manager.
Its SKILL.md is about 3.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `metadata.json`).
It sits in Agent Workflows, covering Context engineering, MLOps and Model routing and gateways. It works with OpenAI. The repository describes itself as: An unappealing collection of Claude Skills and resources.
When your agent uses it
- Tasks that involve Context engineering
- Tasks that involve MLOps
- Tasks that involve Model routing and gateways
Example prompts
- “/model-registry-maintainer”
Requirements
- Python 3
- A credential in OPENROUTER_API_KEY
Workflow steps
11 steps, taken from the step headings in SKILL.md.
- Release Date
- Context Window
- Pricing
- Capabilities
- Model Name
- Add to capabilities.py
- Check if pricing is in LiteLLM (Usually Skip)
- Update Capabilities (if new features)
- Update Default Model (if appropriate)
- Validate and Test
- Regenerate Documentation
What it can do on your machine
Read from SKILL.md and the folder at commit 1056d29. 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
Shell commands in SKILL.md call:
uvmake
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
raw.githubusercontent.comopenrouter.aiapi.openai.comgenerativelanguage.googleapis.comapi.x.aiapi.together.xyzapi.groq.comapi.cerebras.aiapi.fireworks.ai
Also links to:
openai.comanthropic.comx.aiblog.googleai.google.dev
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
OPENROUTER_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Model Registry Maintainer loads about 3.6k tokens when it runs. Until then it costs about 85 tokens; SKILL.md has 819 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 819 words (~3,558 tokens).
“This skill provides guidance for maintaining MassGen's model registry across two key files:”
- name
- model-registry-maintainer
Files
SKILL.md and 1 other file in skills_all/model-registry-maintainer of Microck/ordinary-claude-skills.
- SKILL.md
- metadata.json
Open the folder on GitHubat commit 1056d29
Compare with similar skills
Model Registry Maintainer 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 |
|---|---|---|---|---|---|---|
| Model Registry Maintainer this skillMicrock/ordinary-claude-skills | 403 | — | ~3.6k | Automated safety check: Pass | Custom licence | |
| Claudish UsageMadAppGang/claudish | 1k | — | ~9k | Automated safety check: Pass | None | |
| Droid Model Setupnikships/droidproxy | 122 | — | ~2k | Automated safety check: Pass | MIT | |
| Nexus Model UpdatesProfSynapse/nexus | 156 | — | ~1.1k | Automated safety check: Pass | MIT | |
| Tlon Product Guidetloncorp/tlon-apps | 107 | — | ~11k | Automated safety check: Pass | MIT | |
| Efficient DispatchNecmttn/ax | 116 | — | ~1.9k | Automated safety check: Pass | AGPL-3.0 |
Similar skills
Droid Model Setup
nikships/droidproxy
Configure any third-party model as a custom model in Factory Droid (~/.factory/settings.json): resolve specs (context window, max output tokens, reasoning efforts), write a safe config entry, set…
Nexus Model Updates
ProfSynapse/nexus
Add, change or verify a Nexus LLM model definition — the registry entry, the provider default, and proof the model id actually works against the live endpoint.
Tlon Product Guide
tloncorp/tlon-apps
Answer questions about Tlon, Urbit, Tlon Messenger, Tlonbot, and OpenClaw — what they are, how they work, and how to use them.
Efficient Dispatch
Necmttn/ax
Model-routing orchestration for any expensive frontier model (Fable, Opus, GPT-5.x) - the main model keeps judgment and Q&A review, mechanical subagent dispatches carry an explicit cheaper model…
Agent Squad Python Guide
2FastLabs/agent-squad
Map of the agent-squad Python framework for async multi-agent orchestration: which agent, classifier, storage and tool provider to pick, and the pitfalls to avoid.
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Questions about Model Registry Maintainer
What does Model Registry Maintainer do?
Guide for maintaining the MassGen model and backend registry. Model Registry Maintainer is an agent skill from Microck/ordinary-claude-skills. Guide for maintaining the MassGen model and backend registry.
When should I use Model Registry Maintainer?
Model Registry Maintainer fits situations like: tasks that involve Context engineering; tasks that involve MLOps; tasks that involve Model routing and gateways.
How do I install Model Registry Maintainer in Claude Code?
Run `npx skills add Microck/ordinary-claude-skills --skill model-registry-maintainer -a claude-code`. Or copy the skill folder (skills_all/model-registry-maintainer in Microck/ordinary-claude-skills) into .claude/skills/model-registry-maintainer in your project. Claude Code loads it when a task matches its description.
How do I install Model Registry Maintainer in Codex?
Run `npx skills add Microck/ordinary-claude-skills --skill model-registry-maintainer -a codex`. Or copy the skill folder (skills_all/model-registry-maintainer in Microck/ordinary-claude-skills) into .agents/skills/model-registry-maintainer in your project. Codex loads it when a task matches its description.
Can I use Model Registry Maintainer 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 Microck/ordinary-claude-skills --skill model-registry-maintainer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/model-registry-maintainer, .gemini/skills/model-registry-maintainer, .github/skills/model-registry-maintainer and .opencode/skills/model-registry-maintainer in your project.
What does Model Registry Maintainer need to run?
Going by SKILL.md and its folder, Model Registry Maintainer needs the command-line tools its instructions call (uv and make) and credentials named OPENROUTER_API_KEY. Our summary lists: Python 3; A credential in OPENROUTER_API_KEY.
Does Model Registry Maintainer access the network?
SKILL.md names 14 domains. In commands or code: raw.githubusercontent.com, openrouter.ai, api.openai.com, generativelanguage.googleapis.com, api.x.ai, api.together.xyz, api.groq.com, api.cerebras.ai and api.fireworks.ai; the agent is likely to contact these when it follows the instructions. As links in the text: openai.com, anthropic.com, x.ai, blog.google and ai.google.dev. This is read from the text; nothing was executed.
Is Model Registry Maintainer 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 Model Registry Maintainer use?
Model Registry Maintainer has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Model Registry Maintainer use?
About 3.6k tokens (SKILL.md is roughly 14k 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 Model Registry Maintainer?
Skills that share tags, products or a category with Model Registry Maintainer: Claudish Usage (MadAppGang/claudish, 1k stars), Droid Model Setup (nikships/droidproxy, 122 stars), Nexus Model Updates (ProfSynapse/nexus, 156 stars) and Tlon Product Guide (tloncorp/tlon-apps, 107 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Model Registry Maintainer?
Microck (a GitHub user) maintains it in Microck/ordinary-claude-skills, which has 403 GitHub stars. The repository holds 91 skills in this directory. The repository was last updated on September 6, 2026.
Source: Microck/ordinary-claude-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.