agentmods.dev

using-model-endpoint

using-model-endpoint is a skill for Claude Code, Codex from JimLiu/science-skills. It costs 40 tokens per session (421 once invoked), scanned A, original, no licence file.

A way to send requests to a registered machine-learning model through its native HTTP interface. The endpoint address is supplied to the task through BASEURL.

In plain words
What is it for?
Use it to call a registered model endpoint and obtain predictions from its inference environment.
Why use it?
It provides a direct route to model predictions when a task needs to use a registered model.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

not rated 229repo +1 8d ago A scan 40 tokens no licence

Good fit Use it to call a registered model endpoint and obtain predictions from its inference environment.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/jimliu/science-skills/using-model-endpoint
View source ↗ JimLiu/science-skills
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add JimLiu/science-skills --skill using-model-endpoint
Clone the repo
git clone --depth 1 https://github.com/JimLiu/science-skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for using-model-endpoint

README.md
[![agentmods](https://agentmods.dev/badge/skills/jimliu/science-skills/using-model-endpoint/github.svg)](https://agentmods.dev/skills/jimliu/science-skills/using-model-endpoint)
Your own site
<a href="https://agentmods.dev/skills/jimliu/science-skills/using-model-endpoint"><img src="https://agentmods.dev/badge/skills/jimliu/science-skills/using-model-endpoint/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for using-model-endpoint

Your own site · 80×15
<a href="https://agentmods.dev/skills/jimliu/science-skills/using-model-endpoint"><img src="https://agentmods.dev/badge/skills/jimliu/science-skills/using-model-endpoint.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 40 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 421 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00040 $0.00421
Opus 5.5 $0.00016 $0.00168
Sonnet 5.5 $0.00008 $0.00084
Haiku 4.5 $0.00004 $0.00042

Measured 2mo ago against content hash 2ee613c4530f, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

using-model-endpoint scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

The scan reads SKILL.md. This mod also ships 1 executable file (provider.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/using-model-endpoint/SKILL.md · 31 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Files

What ships with it

3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 31 lines · 40 tokens per session scan A 2ee613c4530f

Subscribe to this mod's changes

using-model-endpoint is a skill published in the GitHub repository JimLiu/science-skills (229 stars, last pushed 8d ago), with no licence file. It adds 40 tokens to every session and 421 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Backend and APIsData and AI
Related

using-model-endpoint compared with skills from other repositories

using-model-endpoint next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
using-model-endpointJimLiu/science-skillsSkill2298d agononeA40Claude Code, Codex
gemini-api-agent-platformdavila7/claude-code-templatesSkill33kyesterdayMITA61Claude Code, Codex
open-sourcebrowser-use/browser-useSkill120kyesterdayMITA137Claude Code
prowler-mcpprowler-cloud/prowlerSkill15kyesterdayApache-2.0A67Claude Code
gemini-api-devgoogle-gemini/gemini-skillsSkill4.4kyesterdayApache-2.0A85Claude Code
deepstream-sopNVIDIA/skillsSkill3.9kyesterdayApache-2.0A219Claude Code
azure-search-documents-dotnetmicrosoft/skillsSkill3.2kyesterdayMITA102Claude Code