OCR result handling

OCR result handling is a skill for Claude Code, Codex from MaxQian888/cognia-next. It costs 24 tokens per session (542 once invoked), scanned A, original, AGPL-3.0.

A guide for using text read from images while tracking its layout, confidence, personal data, source history, and possible errors.

In plain words
What is it for?
It is for reviewing and applying OCR, which means text recognition from images, in a traceable and error-aware way.
Why use it?
It helps prevent misreading image text or treating uncertain or sensitive extracted text as reliable without checking it.

Skill for Claude CodeCodex

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

Good fit It is for reviewing and applying OCR, which means text recognition from images, in a traceable and error-aware way.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/maxqian888/cognia-next/ocr-extraction
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 MaxQian888/cognia-next --skill ocr-extraction
Clone the repo
git clone --depth 1 https://github.com/MaxQian888/cognia-next

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 OCR result handling

README.md
[![agentmods](https://agentmods.dev/badge/skills/maxqian888/cognia-next/ocr-extraction/github.svg)](https://agentmods.dev/skills/maxqian888/cognia-next/ocr-extraction)
Your own site
<a href="https://agentmods.dev/skills/maxqian888/cognia-next/ocr-extraction"><img src="https://agentmods.dev/badge/skills/maxqian888/cognia-next/ocr-extraction/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 OCR result handling

Your own site · 80×15
<a href="https://agentmods.dev/skills/maxqian888/cognia-next/ocr-extraction"><img src="https://agentmods.dev/badge/skills/maxqian888/cognia-next/ocr-extraction.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 24 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 542 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 $0.00024 $0.00542
Opus 5 $0.00012 $0.00271
Sonnet 5 $0.00005 $0.00108
Haiku 4.5 $0.00002 $0.00054

Measured 8d ago against content hash 952edc18a2d8, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

OCR result handling 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 8d 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/built-in/ocr-extraction/SKILL.md · 40 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. 8d ago First seen · 40 lines · 24 tokens per session scan A 952edc18a2d8

Subscribe to this mod's changes

OCR result handling is a skill published in the GitHub repository MaxQian888/cognia-next (53 stars, last pushed yesterday), licensed AGPL-3.0. It adds 24 tokens to every session and 542 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 2026-09-03.

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