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-review)<a href="https://agentmods.dev/skills/aiocean/claude-plugins/aio-epub-review"><img src="https://agentmods.dev/badge/skills/aiocean/claude-plugins/aio-epub-review/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-review"><img src="https://agentmods.dev/badge/skills/aiocean/claude-plugins/aio-epub-review.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 | $0.00029 | $0.02923 |
| Opus 5 | $0.00015 | $0.01461 |
| Sonnet 5 | $0.00006 | $0.00585 |
| Haiku 4.5 | $0.00003 | $0.00292 |
Grade A, and why
aio-epub-review scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
import json, urllib.request, os How it starts
The opening of the file, as written. The whole thing — 303 lines — stays where its author put it; the contents beside it link to each section on GitHub.
EPUB Review — Deep Literary Review
Đánh giá chất lượng dịch thuật ở mức văn học — không chỉ check cơ học (empty/short) mà phân tích tone, fluency, consistency, style.
Khác với
aio-epub-quality: Quality skill check cơ học (empty, mixed language, too short). Review skill đọc và đánh giá CHẤT LƯỢNG VĂN HỌC bằng khả năng ngôn ngữ của Agent.
API Setup
import json, urllib.request, os
BASE = "https://read-api.aiocean.dev/ListBooks.v1.BookService"
KEY = os.environ.get("AIO_EPUB_API_KEY", "")
def api(method, body):
data = json.dumps(body).encode('utf-8')
req = urllib.request.Request(f"{BASE}/{method}", data=data, headers={
"Content-Type": "application/json",
"X-License-Key": KEY
})
with urllib.request.urlopen(req) as resp:
return json.loads(resp.read())
Workflow
1. Nạp tiêu chuẩn đánh giá
BƯỚC BẮT BUỘC — Đọc rubric trước khi review:
REFS="${CLAUDE_PLUGIN_ROOT}/skills/aio-epub-vn-style/references"
echo "$REFS"
Đọc các file reference:
| File | Nội dung |
|---|---|
$REFS/quality-rubric.md |
MQM/ATA framework, error classification, scoring |
$REFS/common-errors.md |
6 lỗi phổ biến cần phát hiện |
$REFS/translation-principles.md |
Tín-Đạt-Nhã criteria |
2. Lấy guideline + glossary
# Book guideline — tiêu chuẩn đã đặt ra khi analyze
gl = api("GetGuideline", {"bookId": BOOK_ID})
guideline = gl.get("guideline", "")
# Chapter context — glossary + previous chapter
context = api("GetChapterContext", {
"bookId": BOOK_ID,
"filePath": FILE_PATH
})
glossary = context.get("glossary", [])
3. Đọc bản gốc + bản dịch
page = api("GetPageJson", {
"bookId": BOOK_ID,
"filePath": FILE_PATH,
"size": 0, "offset": 0
})
contents = page["contents"]
# Hiển thị song song original ↔ translation
for item in contents:
original = item.get("contentText", "")
translations = item.get("translations", [])
translated = translations[0].get("contentText", "") if translations else ""
content_id = item.get("contentId", "")
if translated:
print(f"[{content_id}]")
print(f" EN: {original[:200]}")
print(f" VI: {translated[:200]}")
print()
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.
- 9d ago First seen · 303 lines · 29 tokens per session scan A 0b1ed0d0c417
aio-epub-review is a skill published in the GitHub repository aiocean/claude-plugins (4 stars, last pushed 6d ago), licensed MIT. It adds 29 tokens to every session and 2,923 once invoked, about $0.0001 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.
Other skills, from other repositories
guide-recap
Transform CHANGELOG entries into social content (LinkedIn, Twitter/X, Newsletter, Slack) in FR + EN. Use after releases or weekly to generate ready-to-post content from guide updates.
source-command-audit-whitepapers
Audit version freshness, FR/EN parity, and metadata quality of all whitepapers and recap cards.
audit-agents-skills
Audit Claude Code agents, skills, and commands for quality and production readiness. Use when evaluating skill quality, checking production readiness scores, or comparing agents against best-practice templates.
design-patterns
Detect, suggest, and evaluate GoF design patterns in TypeScript/JavaScript codebases. Use when refactoring code, applying singleton/factory/observer/strategy patterns, reviewing pattern quality, or finding stack-native alternatives for React, Angular, NestJS, and Vue.
eval-agents
Audit Claude Code agents defined in .claude/agents/ for description specificity, model tier appropriateness, tools scoping, and system prompt quality. Detects dispatch ambiguity between agents, flags over-permissive tool grants, and checks for human-in-the-loop patterns that break programmatic orchestration. Use when…
issue-triage
3-phase issue backlog management with audit, deep analysis, and validated triage actions. Use when triaging GitHub issues, sorting bug reports, cleaning up stale tickets, or detecting duplicate issues. Args: 'all' to analyze all, issue numbers to focus (e.g. '42 57'), 'en'/'fr' for language, no arg = audit only.