image-analyzer

image-analyzer is a skill for Codex from Rylaispirit/rylai-codex-hermes-skills. It costs 29 tokens per session (378 once invoked), scanned A, original, MIT.

An image-inspection guide for reading text, describing visual content, checking objects and layout, comparing images, and extracting structured information.

In plain words
What is it for?
Reading text from images, describing what is visible, reviewing layouts, comparing images, and turning image content into structured data.
Why use it?
It helps avoid guessing when an image contains small text, unclear details, or information that needs to be recorded precisely.

Skill for Codex

Written for Codex: agents/openai.yaml present. Also seen: mentions Codex.

Good fit Reading text from images, describing what is visible, reviewing layouts, comparing images, and turning image content into structured data.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/rylaispirit/rylai-codex-hermes-skills/image-analyzer
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 Rylaispirit/rylai-codex-hermes-skills --skill image-analyzer
Clone the repo
git clone --depth 1 https://github.com/Rylaispirit/rylai-codex-hermes-skills

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 image-analyzer

README.md
[![agentmods](https://agentmods.dev/badge/skills/rylaispirit/rylai-codex-hermes-skills/image-analyzer/github.svg)](https://agentmods.dev/skills/rylaispirit/rylai-codex-hermes-skills/image-analyzer)
Your own site
<a href="https://agentmods.dev/skills/rylaispirit/rylai-codex-hermes-skills/image-analyzer"><img src="https://agentmods.dev/badge/skills/rylaispirit/rylai-codex-hermes-skills/image-analyzer/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 image-analyzer

Your own site · 80×15
<a href="https://agentmods.dev/skills/rylaispirit/rylai-codex-hermes-skills/image-analyzer"><img src="https://agentmods.dev/badge/skills/rylaispirit/rylai-codex-hermes-skills/image-analyzer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 29 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 378 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original 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 $0.00029 $0.00378
Opus 5 $0.00015 $0.00189
Sonnet 5 $0.00006 $0.00076
Haiku 4.5 $0.00003 $0.00038

Measured 10d ago against content hash 31f47a88ebaa, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

image-analyzer 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 10d 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/image-analyzer/SKILL.md · 47 lines

What it actually says

Rylai Codex-Hermes-Claude Edition | Original portable workflow by Rylai

Image Analyzer

Analyze the supplied image itself before making claims.

Workflow

  1. Resolve the exact local file, attachment, or user-approved URL.
  2. Inspect the original resolution when small text, fine detail, or cropping matters.
  3. Match the analysis to the request: description, OCR, layout, objects, comparison, or extraction.
  4. Separate direct observations from interpretation and uncertainty.
  5. Preserve reading order for OCR and mark unreadable regions instead of guessing.
  6. For structured extraction, define the schema first and use null for unavailable fields.
  7. When comparing images, use the same checklist for every image.
  8. Return concise evidence and note any resolution or visibility limits.

Runtime Routes

  • Use the image viewer or native vision capability available in Codex, Hermes, or Claude.
  • Use an external OCR or vision service only when the user approves it and the required credentials are already configured.

Safety

  • Do not infer sensitive identity, health, ethnicity, or exact location without reliable evidence and a legitimate user request.
  • Do not claim that an object, logo, person, or place is certain when the image only supports a tentative match.
  • Never upload a private image to an external service without user approval.
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. 10d ago First seen · 47 lines · 29 tokens per session scan A 31f47a88ebaa

Subscribe to this mod's changes

image-analyzer is a skill published in the GitHub repository Rylaispirit/rylai-codex-hermes-skills (55 stars, last pushed 27d ago), licensed MIT. It adds 29 tokens to every session and 378 once invoked, about $0.0001 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 2026-08-30.

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