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 serejaris/kimi-skills --skill dev-guide-writergit clone --depth 1 https://github.com/serejaris/kimi-skillsWrote 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/serejaris/kimi-skills/dev-guide-writer)<a href="https://agentmods.dev/skills/serejaris/kimi-skills/dev-guide-writer"><img src="https://agentmods.dev/badge/skills/serejaris/kimi-skills/dev-guide-writer/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/serejaris/kimi-skills/dev-guide-writer"><img src="https://agentmods.dev/badge/skills/serejaris/kimi-skills/dev-guide-writer.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 | $0.00118 | $0.03470 |
| Opus 5 | $0.00059 | $0.01735 |
| Sonnet 5 | $0.00024 | $0.00694 |
| Haiku 4.5 | $0.00012 | $0.00347 |
Grade B, and why
dev-guide-writer scanned grade B 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.
Asks for rootmediumPrivilege escalation
A mod that escalates privileges can change anything on the machine, not only the project.
sudo apt update && sudo apt install -y xxx How it starts
The opening of the file, as written. The whole thing — 379 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Tech Tutorial Builder
一个主题 → 完整技术教程:通过结构化 SOP 流程,将技术主题转化为包含前置知识、环境搭建、核心步骤、常见报错排查和进阶拓展的完整教程,并附带速查表(Cheatsheet)。
Quick Start
用户只需提供技术主题或操作目标,Agent 按照以下流程自动生成完整教程:
用户:帮我写一个 Docker 入门教程
Agent:[按 SOP 流程输出完整技术教程 + Cheatsheet]
SOP 流程
Phase 1: 主题定位与受众分析
目标:明确教程的技术主题、目标读者和范围边界。
操作步骤:
- 解析主题:从用户输入中识别核心技术、操作目标和预期产出物
- 提出澄清问题(最多 4 个关键问题):
- 目标读者的技术水平?(零基础 / 有一定基础 / 有经验的开发者)
- 读者的操作系统环境?(macOS / Windows / Linux / 不限)
- 教程完成后读者应该能做什么?(具体可交付的成果)
- 有没有特定版本或技术栈的约束?
- 如果用户要求跳过澄清,则基于以下默认假设继续:
- 读者:有基本编程经验但不熟悉该技术
- 环境:同时覆盖 macOS 和 Linux(必要时注明 Windows 差异)
- 目标:能独立完成一个最小可工作的示例
输出:教程元信息摘要(主题、受众、目标、范围,不超过 150 字)
Phase 2: 前置知识梳理(Prerequisites)
目标:列出读者在开始本教程前需要掌握的所有知识和工具,确保没有知识断层。
操作步骤:
-
知识依赖分析:
- 列出本教程涉及的所有技术概念
- 逐项判断:该概念是"教程内讲解"还是"读者应已掌握"
- 判断标准:如果展开讲解会偏离主题超过 200 字,则归为前置知识
-
前置知识清单:
-
按"必须掌握"和"了解即可"两个层次分类
-
每项附带一句话说明"为什么需要它"
-
格式:
**必须掌握**: - [知识点]:[为什么需要它](推荐学习资源名称) **了解即可**: - [知识点]:[在教程中会涉及哪些方面]
-
-
自检规则:
- 如果前置知识超过 5 项,考虑缩小教程范围或拆分为系列教程
- 每项前置知识必须有公开可获取的学习资源可供参考
输出:分层前置知识清单
Phase 3: 环境搭建(Environment Setup)
目标:提供一条可复现的环境配置路径,确保读者在动手核心步骤前环境就绪。
操作步骤:
-
环境清单:列出所有需要安装/配置的工具及推荐版本
- 格式:
工具名 版本要求(如 >= x.y)| 用途说明 - 明确区分"必须安装"和"可选安装"
- 格式:
-
安装步骤:按操作系统分别给出命令
-
每条命令前用一句话说明"这条命令做了什么"
-
安装命令只使用官方推荐方式或主流包管理器
-
格式:
**macOS**: # 安装 xxx(通过 Homebrew) brew install xxx **Linux (Ubuntu/Debian)**: # 安装 xxx(通过 apt) sudo apt update && sudo apt install -y xxx
-
-
环境验证:每个工具安装后提供验证命令和预期输出
-
格式:
# 验证安装 xxx --version # 预期输出:xxx x.y.z
-
-
自检规则:
- 所有安装命令必须来自官方文档或主流包管理器,不使用第三方脚本
- 不包含任何 API Key、密码、token 等敏感信息的真实值
- 涉及配置文件时,使用占位符(如
YOUR_API_KEY)并说明获取途径
输出:分操作系统的安装配置指南 + 验证命令
Phase 4: 核心步骤(Core Steps)
目标:以递进式结构带领读者从零完成核心操作,每一步都可独立验证。
操作步骤:
- 步骤规划:
- 将整个操作拆分为 5-10 个步骤(每步聚焦一个子目标)
- 步骤之间严格按依赖关系排序
- 每步包含:步骤编号、标题、目标说明
What ships with it
1 file 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.
- 9d ago First seen · 379 lines · 118 tokens per session scan B ab61018ed21f
dev-guide-writer is a skill published in the GitHub repository serejaris/kimi-skills (6 stars, last pushed 1mo ago), licensed MIT. It adds 118 tokens to every session and 3,470 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it B with 1 finding (asks for root). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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