aio-epub-quality

aio-epub-quality is a skill for Claude Code from aiocean/claude-plugins. It costs 59 tokens per session (1,743 once invoked), scanned A, original, MIT.

A translation-quality report that identifies chapters needing another translation pass before export. It is intended for checking translated ebooks or other chapter-based content.

In plain words
What is it for?
Use it to run translation quality checks, locate bad chapters, and decide which chapters to translate again before exporting.
Why use it?
It helps find weak translations before the final file is produced, so you do not have to inspect every chapter manually.

Skill for Claude Code

Written for Claude Code: argument-hint in frontmatter.

Runs only inside its plugin — its command needs a path that Claude Code sets for a plugin’s own hooks and for nothing else. Install the plugin, not this.

Part of the aio-epub-translate plugin — 9 skills shipped together

Good fit Use it to run translation quality checks, locate bad chapters, and decide which chapters to translate again before exporting.

Compare 6 skills from other repositories ↓
Install

Getting it into your agent

This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.

Claude Code
/plugin marketplace add aiocean/claude-plugins
Claude Code
/plugin install aio-epub-translate

Made for: Claude Code.

Or install aio-epub-translate, the plugin that ships this one along with the rest of its 9 skills.

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 aio-epub-quality

README.md
[![agentmods](https://agentmods.dev/badge/skills/aiocean/claude-plugins/aio-epub-quality.svg)](https://agentmods.dev/skills/aiocean/claude-plugins/aio-epub-quality)
Your own site
<a href="https://agentmods.dev/skills/aiocean/claude-plugins/aio-epub-quality"><img src="https://agentmods.dev/badge/skills/aiocean/claude-plugins/aio-epub-quality.svg" alt="Measured on agentmods" height="20"></a>
Per session 59 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,743 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
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 $0.00059 $0.01743
Opus 5 $0.00030 $0.00872
Sonnet 5 $0.00012 $0.00349
Haiku 4.5 $0.00006 $0.00174

Measured 7d ago against content hash 0212558ebe63, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

aio-epub-quality scanned grade A with 1 finding 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 7d 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

import json, urllib.request, os
plugins/aio-epub-translate/skills/aio-epub-quality/SKILL.md · 179 lines

How it starts

The opening of the file, as written. The whole thing — 179 lines — stays where its author put it; the contents beside it link to each section on GitHub.

EPUB Quality — Translation Quality Report

Check translation quality across a book or specific chapter to find issues.

Khi nào dùng: Sau khi dịch xong bằng aio-epub-translate, chạy quality check trước khi xuất bằng aio-epub-export.

API Setup

import json, urllib.request, os

BASE = "https://read-api.aiocean.dev/ListBooks.v1.BookService"
KEY = os.environ.get("AIO_EPUB_API_KEY", "")

def api(method, body):
    data = json.dumps(body).encode('utf-8')
    req = urllib.request.Request(f"{BASE}/{method}", data=data, headers={
        "Content-Type": "application/json",
        "X-License-Key": KEY
    })
    with urllib.request.urlopen(req) as resp:
        return json.loads(resp.read())

Workflow

1. Run Quality Report

# Check a specific chapter
report = api("GetTranslationQualityReport", {
    "bookId": BOOK_ID,
    "filePath": FILE_PATH  # leave empty to check entire book
})

print(f"Quality Score: {report['qualityScore']:.1f}%")
print(f"Total Items: {report['totalItems']}")
print(f"Issues Found: {report['issuesCount']}")

for issue in report.get("issues", []):
    print(f"\n  [{issue['issueType']}] {issue['contentId'][:12]}")
    print(f"  Detail: {issue['detail']}")
    if issue.get("originalText"):
        print(f"  Original: {issue['originalText'][:100]}")
    if issue.get("translatedText"):
        print(f"  Translated: {issue['translatedText'][:100]}")

2. Issue Types

Type Meaning Action
mixed_language >50% words still in English Re-translate
empty_translation Translation element is empty Translate
too_short Translation <30% of original length Review & re-translate
untranslated Translation identical to original Re-translate
missing_translation_element ID referenced but element missing Re-mark or re-translate

2b. Literary Quality Evaluation (Đánh giá văn học sâu)

Dùng khi mechanical score cao (>90%) nhưng bản dịch "nghe như dịch máy" hoặc "đọc không tự nhiên".

Read the full file on GitHub · 179 lines

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. 7d ago First seen · 179 lines · 59 tokens per session scan A 0212558ebe63

Subscribe to this mod's changes

aio-epub-quality is a skill published in the GitHub repository aiocean/claude-plugins (4 stars, last pushed 4d ago), licensed MIT. It adds 59 tokens to every session and 1,743 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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