Home / alieismy / codex-three-layer-delivery · GitHub

rd-research SKILL.md skillA

rd-research from alieismy/codex-three-layer-delivery is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add alieismy/codex-three-layer-delivery/rd-research@git:20261009.a01d3df

Pins git:20261009.a01d3df in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: alieismy/codex-three-layer-delivery
Path: zh-CN/skills/rd-research/SKILL.md
Versions recorded: 5
Latest version: git:20261009.a01d3df, committed Oct 9, 2026
First version recorded: Jul 31, 2026
Size: 7,354 bytes
Repository stars: 12
License: MIT

为技术采用、标准、配置或事实核查中影响决策的关键主张建立或更新可追踪证据。当需要来源评估、冲突证据分析或研究综合时使用，单一重大主张也适用。简单事实查询和常规辅助核对留在其责任工作流内。.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# rd-research

产出下游文档和评审可审计的**可追踪、面向决策的证据包**。

## 交付物

- 研究问题、决策依赖、范围和停止条件
- 使用外部检索时的检索策略和查询记录
- 包含权威性、日期/版本、适用性和置信度的主张—证据矩阵
- 关键发现、冲突、缺口、假设和证伪性证据
- 可引用笔记及建议的下游交接方向

## 选择研究模式

只读取目标任务需要的参考文件：

| 模式 | 适用对象 | 参考文件 |
|------|----------|----------|
| 证据支撑 | 为其他 `rd-*` Skill 核实法律、标准、论文、厂商事实、成本或市场证据 | 使用下方通用流程 |
| 技术与开源研究 | 仓库、库、AI Coding 工具、LLM 产品、协议、可维护性或采用比较 | [technology-research.md](references/technology-research.md) |
| 配置与基础设施研究 | Windows/Linux、VPN、VPS、代理、网络、安全、安装或配置行为 | [configuration-research.md](references/configuration-research.md) |
| 事实核查与论证证据 | 技术文章、时政文章、时间线、引语、因果或定量主张 | [fact-check-research.md](references/fact-check-research.md) |

目标跨越多个模式时，选择一个主模式；只有次要问题会实质影响结论时才再加载一个参考文件。

## 通用流程

### 1. 界定研究问题

- 说明结果支撑哪个决策或文档章节
- 将宽泛主题拆分为可回答的主张或研究问题
- 记录范围、法域、相关日期/版本、所需精度和停止条件
- 将需要检索的事实与需要用户或干系人授权的决策分开
- 判断证据支撑 `rd-requirement`、`rd-feasibility`、`rd-solution`、`rd-design`、`rd-specification`、`rd-writing` 还是 `rd-review`

**完成标准：** 每个研究问题均能在明确范围和停止条件内回答，且需要用户授权的决策已与可检索事实分离。

### 2. 使用来源层级

优先采用最接近主张责任主体的来源：

1. 用户提供的目标材料、系统观察、日志、源代码和权威项目记录
2. 有约束力的法律法规、标准、官方政策、当事方材料或原始数据集
3. 官方产品、厂商、框架、协议、API 和仓库文档
4. 原始论文、技术报告、Issue/Commit/Release 历史和标准化组织资料
5. 用于补充背景和交叉核验的高质量独立工程分析或报道
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add alieismy/codex-three-layer-delivery/rd-research@sha256:334ca699640d24eb

The line at the top of this page pins the label git:20261009.a01d3df, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

[![mdr](https://markdownregistry.com/badge/art_eotwzbrpkjz56u4b.svg)](https://markdownregistry.com/a/art_eotwzbrpkjz56u4b)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Jul 31, 2026 and Oct 9, 2026, about one every 18 days.

version	committed	commit	size	audit
git:20261009.a01d3df latest	2026-10-09	a01d3df	7,354 B	A	view · diff
git:20261005.e295253	2026-10-05	e295253	7,416 B	A	view · diff
git:20260814.d58b9b6	2026-08-14	d58b9b6	7,218 B	A	view · diff
git:20260807.e82ae86	2026-08-07	e82ae86	6,695 B	A	view · diff
git:20260731.a8b8dd3	2026-07-31	a8b8dd3	6,337 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (7354 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag

Source

GitHub

alieismy/codex-three-layer-delivery · 12 stars · license MIT · pushed 2026-10-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_eotwzbrpkjz56u4b
GET https://markdownregistry.com/api/v1/resolve?ref=alieismy/codex-three-layer-delivery/rd-research
GET https://markdownregistry.com/api/v1/blob/334ca699640d24eb08275332294a2b2c19a393df3fac17a31d54e60d4fc0c675

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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