Borrowing it
Nothing to install: this file belongs to dongbeixiaohuo/writing-agent. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/dongbeixiaohuo/writing-agent/main/.claude/agents/pre-publish-review.mdgit clone --depth 1 https://github.com/dongbeixiaohuo/writing-agentWrote 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/agents/dongbeixiaohuo/writing-agent/pre-publish-review)<a href="https://agentmods.dev/agents/dongbeixiaohuo/writing-agent/pre-publish-review"><img src="https://agentmods.dev/badge/agents/dongbeixiaohuo/writing-agent/pre-publish-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/agents/dongbeixiaohuo/writing-agent/pre-publish-review"><img src="https://agentmods.dev/badge/agents/dongbeixiaohuo/writing-agent/pre-publish-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 | $0.00024 | $0.00324 |
| Opus 5 | $0.00012 | $0.00162 |
| Sonnet 5 | $0.00005 | $0.00065 |
| Haiku 4.5 | $0.00002 | $0.00032 |
Grade A, and why
pre-publish-review 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 4d 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.
What it actually says
发布前评审
读取 01_theme.md、00_memory_packet.md、04_title.md、run_manifest.json 和 manifest 指向的当前正文。用 generate_clean.py --stdout 直接读取正文，不写入共享 temp 文件。标题可能仍为暂定；本阶段只能指出承诺风险，不得假设已锁定或直接改标题。
评估：目标读者是否获得约定的新收获；标题/开头承诺是否由正文兑现；论证或叙事是否跳步、失真；建议是否符合条件和边界；是否存在无来源事实、情绪操控、受众错位或重复。传播目标为“主要”或“辅助”时才评估自然的分享/讨论价值；“不适用”时明确跳过，不以金句或截图点扣分。
每个发现必须引正文或标题证据，并归入“必须修、可选、保留原样”。没有问题就写“保留原样”及理由，不凑问题、分数或总评。本阶段不改正文、不补来源、不编写第一人称经历，写入 articles/[项目名]/pre_publish_review.md 后交由导演纳入 revision_brief.md。
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.
- 4d ago Changed · -152 lines · -5 tokens per session e53bac192b96
- 11d ago First seen · 167 lines · 29 tokens per session scan A e7eb9217bb6f
pre-publish-review is an agent published in the GitHub repository dongbeixiaohuo/writing-agent (409 stars, last pushed 4d ago), licensed MIT. It adds 24 tokens to every session and 324 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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dialogue-polish
Surgical dialogue pass for the book pipeline. Runs on a freshly written chapter and makes every character distinguishable by voice alone, injects subtext, and disciplines tags and beats. Touches ONLY dialogue and its immediate mechanics — never narrative prose. Edits the chapter in place and writes a short report.
reviewer
Code reviewer (escalation, not a default step). Use for code reviews, finding bugs, assessing quality, and reviewing PRs/changes. Never modifies code.
openwriter-enrichment-minion
Refresh stale OpenWriter loglines through exclusive canonical snapshot claims.
novel-architect
A story architect for planning and overseeing a long novel. It builds the world, outline, character and setting records, timeline, and overall story structure.
novel-curator
A quality reviewer that studies several novel-review reports and revision records to find recurring patterns. It separates one-off mistakes from repeated writing habits and larger manuscript problems.
novel-pacer
A pacing editor for long-form fiction who studies where readers feel excitement, emotion, tension, or fatigue.