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.
npx skills add ooooooooooooooooooop/agent-tools --skill natural-rewritegit clone --depth 1 https://github.com/ooooooooooooooooooop/agent-toolsWrote 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/ooooooooooooooooooop/agent-tools/natural-rewrite)<a href="https://agentmods.dev/skills/ooooooooooooooooooop/agent-tools/natural-rewrite"><img src="https://agentmods.dev/badge/skills/ooooooooooooooooooop/agent-tools/natural-rewrite.svg" alt="Measured on agentmods" 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 | $0.00078 | $0.00485 |
| Opus 5 | $0.00039 | $0.00243 |
| Sonnet 5 | $0.00016 | $0.00097 |
| Haiku 4.5 | $0.00008 | $0.00049 |
Grade A, and why
natural-rewrite 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 6d 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
自然改写
适用范围
把已有文本改得自然、简洁并符合渠道和关系，不改变事实、承诺、立场或确定性。默认使用中文；用户输入或要求明确使用其他语言时跟随用户。
工作流程
- 识别并保留人名、机构、数字、日期、URL、否定、承诺、归属、不确定性和原始格式。
- 判断渠道、对象、关系、正式程度和长度要求。
- 只改写表达，不替用户补充事实、背景、建议或立场。
- 按用户要求输出一个版本；未指定数量时最多提供三个版本。
- 静默检查所有事实性约束仍然存在。
默认风格
- 直接版：清楚、简洁、少客套。
- 温和版：更柔和、更有分寸。
- 轻松版：适合非正式渠道。
不要默认使用“希望这封邮件找到你安好”“诚挚地”“非常荣幸”“期待您的回复”等模板化表达，除非语境确实正式且用户需要。
安全边界
对于法律、金融、医疗或敏感人际内容，只优化措辞，不添加建议或扩大主张。原文含糊时保留含糊，必要时简短标出，不得自行补全语义。
输出契约
多个版本时使用：
直接版：
温和版：
轻松版：
用户要求单一版本时只输出一个改写结果，不展示内部检查清单。
验证
检查事实、否定、数字、日期、URL、语气和格式是否保持；确认没有新增未经用户确认的信息。相关示例见 chinese-message.md。
What ships with it
2 files 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.
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.
- 6d ago First seen · 49 lines · 78 tokens per session scan A 73296b9d664b
natural-rewrite is a skill published in the GitHub repository ooooooooooooooooooop/agent-tools (3 stars, last pushed 2d ago), licensed MIT. It adds 78 tokens to every session and 485 once invoked, about $0.0004 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 2026-08-31.
Other skills, from other repositories
session-deep-dive
Deep qualitative analysis of high-signal sessions. Spawns subagents with v2 template, synthesizes patterns, compares against known findings. Use after /session-scan.
brainstorm
Brainstorm Elixir/Phoenix features — explore ideas, compare approaches, gather requirements. Use when vague idea, not sure how to approach, or want to discuss before plan.
tidewave-integration
Tidewave MCP runtime tools — debugging, smoke testing, live state inspection, SQL queries, hex docs. Use when evaluating code in a running Phoenix app.
plugin-dev-workflow
Guide plugin development workflow — editing skills, agents, hooks, or eval framework in this repo. Use when modifying files in plugins/elixir-phoenix/, lab/eval/, or lab/autoresearch/. Ensures changes pass eval, lint, and tests before committing.
elixir-idioms
OTP/BEAM patterns and Elixir idioms — GenServer, Supervisor, Task, Registry, pattern matching, with chains, pipes. Use when designing processes or debugging BEAM issues.
security
Enforce Elixir/Phoenix security — auth, OAuth, sessions, CSRF, XSS, SQL injection, input validation, secrets. Use when editing auth files, login flows, RBAC, or API keys.