albumentationsx-mcp

albumentationsx-mcp is a skill for Codex from dKosarevsky/albu-mcp. It costs 49 tokens per session (905 once invoked), scanned A, original, AGPL-3.0.

An operating guide for installing, configuring, and using AlbumentationsX MCP for computer-vision image augmentation.

In plain words
What is it for?
Augmentation previews, feedback-based tuning, limited local dataset review, and evidence-backed adoption workflows.
Why use it?
The provided description does not specify enough detail to explain a particular problem it removes.

Skill for Codex

Written for Codex: agents/openai.yaml present.

Good fit Augmentation previews, feedback-based tuning, limited local dataset review, and evidence-backed adoption workflows.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/dkosarevsky/albu-mcp/albumentationsx-mcp
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 dKosarevsky/albu-mcp --skill albumentationsx-mcp
Clone the repo
git clone --depth 1 https://github.com/dKosarevsky/albu-mcp

Made for: 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 albumentationsx-mcp

README.md
[![agentmods](https://agentmods.dev/badge/skills/dkosarevsky/albu-mcp/albumentationsx-mcp/github.svg)](https://agentmods.dev/skills/dkosarevsky/albu-mcp/albumentationsx-mcp)
Your own site
<a href="https://agentmods.dev/skills/dkosarevsky/albu-mcp/albumentationsx-mcp"><img src="https://agentmods.dev/badge/skills/dkosarevsky/albu-mcp/albumentationsx-mcp/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 albumentationsx-mcp

Your own site · 80×15
<a href="https://agentmods.dev/skills/dkosarevsky/albu-mcp/albumentationsx-mcp"><img src="https://agentmods.dev/badge/skills/dkosarevsky/albu-mcp/albumentationsx-mcp.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 49 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 905 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 $0.00049 $0.00905
Opus 5 $0.00024 $0.00452
Sonnet 5 $0.00010 $0.00181
Haiku 4.5 $0.00005 $0.00090

Measured 12d ago against content hash 0f01848f8a42, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

albumentationsx-mcp 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 12d 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.

skills/albumentationsx-mcp/SKILL.md · 73 lines

The source is not reproduced here

Licensed AGPL-3.0

The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

Read it on GitHub

Files

What ships with it

1 file 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. 12d ago First seen · 73 lines · 49 tokens per session scan A 0f01848f8a42

Subscribe to this mod's changes

albumentationsx-mcp is a skill published in the GitHub repository dKosarevsky/albu-mcp (6 stars, last pushed 29d ago), licensed AGPL-3.0. It adds 49 tokens to every session and 905 once invoked, about $0.0002 per session on Opus 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 2026-08-31.

Related

Other skills, from other repositories

Science

The scientific method as a universal problem-solving algorithm — goal-first, plural falsifiable hypotheses, designed experiments, and honest measurement, scaling from TDD to feature validation to MVP launch. USE WHEN think about, figure out, experiment, iterate, optimize, hypothesis, science, full cycle, quick…

danielmiessler/LifeOS · 85 tokens

thinking-scientific-method

When a symptom has several plausible causes, rank falsifiable hypotheses and run the cheapest discriminating observation first; prefer least-assumptive survivors only after evidence fit.

tjboudreaux/cc-thinking-skills · 38 tokens

epd-compare

Compare EPD products on normalized GWP and other impacts while checking declared units, system boundaries, and LEED eligibility. Use for side-by-side EPD comparison.

AlpacaLabsLLC/skills-for-architects · 38 tokens

epd-parser

Extract GWP, life-cycle stages, certifications, and impact metrics from an EPD PDF. Use when given a declaration to parse; not to find or compare EPDs.

AlpacaLabsLLC/skills-for-architects · 40 tokens

epd-research

Search for EPDs by product category, CSI division, or material type — finds EPDs from EC3, program operator registries, and manufacturer sites. Use when the user asks to "find EPDs for...", locate declarations for a material, or source low-carbon product documentation.

AlpacaLabsLLC/skills-for-architects · 64 tokens

environmental-analysis

Research climate, sun, flood, seismic, soil, contamination, and topography for a site. Use for environmental site analysis or hazard questions tied to a location.

AlpacaLabsLLC/skills-for-architects · 37 tokens