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.
/plugin marketplace add aiocean/claude-plugins/plugin install aio-epub-translateWrote 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.
[](https://agentmods.dev/skills/aiocean/claude-plugins/aio-epub-quality)<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/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.
<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="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00059 | $0.01743 |
| Opus 5.5 | $0.00024 | $0.00697 |
| Sonnet 5.5 | $0.00012 | $0.00349 |
| Haiku 4.5 | $0.00006 | $0.00174 |
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 1mo 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 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 bằngaio-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".
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.
- 1mo ago First seen · 179 lines · 59 tokens per session scan A 0212558ebe63
aio-epub-quality is a skill published in the GitHub repository aiocean/claude-plugins (4 stars, last pushed 1mo ago), licensed MIT. It adds 59 tokens to every session and 1,743 once invoked, about $0.0002 per session on Opus 5.5. 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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