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mlai-agent

mlai-agent is an agent for Claude Code from snoodleboot-io/prompticorn. It costs 0 tokens per session (2,367 once invoked), scanned A, original, no licence file.

A specialised coding agent for machine-learning work, including data-processing pipelines, model training, deployment, and systems that run trained models.

In plain words
What is it for?
Use it for machine-learning tasks involving pipelines, training, deployment, or model inference, meaning producing outputs from a trained model.
Why use it?
It provides focused guidance for planning and building the different stages of a machine-learning system.

Agent for Claude Code

Written for Claude Code: installed under .claude/.

not rated 2repo 7d ago A scan 0 tokens no licence

Good fit Use it for machine-learning tasks involving pipelines, training, deployment, or model inference, meaning producing outputs from a trained model.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/snoodleboot-io/prompticorn/mlai-agent
View source ↗ snoodleboot-io/prompticorn
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.

Clone the repo
git clone --depth 1 https://github.com/snoodleboot-io/prompticorn

Made for: Claude Code.

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 mlai-agent

README.md
[![agentmods](https://agentmods.dev/badge/agents/snoodleboot-io/prompticorn/mlai-agent/github.svg)](https://agentmods.dev/agents/snoodleboot-io/prompticorn/mlai-agent)
Your own site
<a href="https://agentmods.dev/agents/snoodleboot-io/prompticorn/mlai-agent"><img src="https://agentmods.dev/badge/agents/snoodleboot-io/prompticorn/mlai-agent/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 mlai-agent

Your own site · 80×15
<a href="https://agentmods.dev/agents/snoodleboot-io/prompticorn/mlai-agent"><img src="https://agentmods.dev/badge/agents/snoodleboot-io/prompticorn/mlai-agent.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 2,367 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 $0.00000 $0.02367
Opus 5.5 $0.00000 $0.00947
Sonnet 5.5 $0.00000 $0.00473
Haiku 4.5 $0.00000 $0.00237

Measured 2mo ago against content hash 24cd8957b4aa, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

mlai-agent 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.

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.

.claude/agents/mlai-agent.md · 167 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

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 · 167 lines · 0 tokens per session scan A 24cd8957b4aa

Subscribe to this mod's changes

mlai-agent is an agent published in the GitHub repository snoodleboot-io/prompticorn (2 stars, last pushed 7d ago), with no licence file. It costs nothing until one of its globs matches a file; then it loads 2,367 tokens. 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 2026-08-31.

Backend and APIsData and AI
Related

mlai-agent compared with agents from other repositories

mlai-agent next to 6 agents from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
mlai-agentsnoodleboot-io/prompticornAgent27d agononeA0Claude Code
Email Intelligence EngineerSHAdd0WTAka/Zen-Ai-PentestAgent5044d agoMITA22Claude Code, OpenCode
scg-mapperbearlike/AssistantAgent438d agoMITA48Claude Code
ai-agentwigtn/wigtn-pluginsAgent458d agoApache-2.0A54Claude Code
Specjalista od efektów specjalnychTheJacksonCode/Agent-ArchitectureAgent1101mo agoMITA82Claude Code
ai-engineerNickCrew/Claude-CortexAgent664mo agoMITA47Claude Code
openai-api-expertNickCrew/Claude-CortexAgent664mo agoMITA26Claude Code