pxyv-search SKILL.md skillA
pxyv-search from qiaomiaojoe/ai-academic-workflow is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add qiaomiaojoe/ai-academic-workflow/pxyv-search@git:20261102.a9ed8b4Pins git:20261102.a9ed8b4 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- qiaomiaojoe/ai-academic-workflow
- Path
skills/pxyv-search/SKILL.md- Versions recorded
- 4
- Latest version
- git:20261102.a9ed8b4, committed Nov 2, 2026
- First version recorded
- Jul 4, 2026
- Size
- 4,878 bytes
- Repository stars
- 10
- License
- a license file GitHub does not identify
PXYV 四维度文献检索（乔淼PhD · AI学术训练营 · AI学术工作流）。按 P 理论 / X 现象 / Y 语境 / V 近邻四个维度设计检索式并在可用检索工具（Web Search / Google Scholar / ScienceDirect / WoS / CNKI）里执行，中英双语策略，输出候选文献清单表。只做检索，不验真不分层——验真用 lit-verify，分层用 lit-pyramid。Trigger on："按 PXYV 四维帮我检索文献"、"四维度文献检索"、"给这个选题设计检索式并搜一轮"、"run a PXYV four-dimension literature search"。.
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
# PXYV Search · 四维度文献检索 按 PXYV 四维度检索文献，输出**候选清单**（验真前）。本 skill 只负责"搜"；验真交 `lit-verify`，分层交 `lit-pyramid`。 ## 调用约定（独立运行） - 输入优先级：用户直接给的 PXYV / 关键词清单 > `选题.md`（锚块 + 5 近邻，为权威依据）> 用户只给一句话选题 → 先调 `topic-pxyv-parse` 拆四维，用户确认后再搜。 - 参数（均有默认，用户可覆盖）：每维候选条数（默认 8-10 条）；发表年限（默认近 5 年，Classic/奠基文献放宽到 1990）；文献语言（默认跟随选题语言，可指定纯中/纯英/双语）；额外检索要求（优先级最高）。 - 输出：会话内候选清单表；可追加落盘 `检索候选.md`（默认当前工作目录）。 - 工具适配：只用环境实际可用的检索工具，缺对应 skill 时跳过并告知；**没有任何可用工具时，输出各维度检索词清单给用户手动执行，不编造结果**。 - **调用方覆盖约定**：调用方（工作台 prompt / 用户）显式给出的参数、输入路径、落盘路径与工具选择，一律覆盖本 skill 的默认；但本 skill 的方法步骤、硬约束与停点不可被省略或稀释——调用方若要求跳过某硬约束，以本 skill 为准并提示冲突。 ## 可用检索工具注册表 | 工具 | 语言 | 调用方式 | |------|------|---------| | 自带 Web Search | 中英 | 环境内置联网搜索检索学术来源（Google Scholar / Semantic Scholar / OpenAlex / Crossref / 出版商页） | | Google Scholar | 中英 | `gs-advanced-search` / `gs-search`；`gs-cited-by` 引文滚雪球 | | ScienceDirect | 英 | `sd-advanced-search` / `sd-search`；`sd-paper-detail` 取元数据 | | Web of Science | 英 | `wos-search`（可按数据库/版本过滤）；`wos-paper-detail` 取元数据+影响因子 | | 知网 CNKI | 中 | `cnki` skill 的 `search`：`--field` 选字段，`--core` 限 CSSCI / 北大核心 等，`--years` 限年份，回结构化结果 | …
Read the whole file at its exact version.
How to install
mdr add qiaomiaojoe/ai-academic-workflow/pxyv-search@sha256:ffc243d0ad460148The line at the top of this page pins the label git:20261102.a9ed8b4, 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.
[](https://markdownregistry.com/a/art_m3wqydcttvxmuggt)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Jul 4, 2026 and Nov 2, 2026, about one every 40 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261102.a9ed8b4 latest | 2026-11-02 | a9ed8b4 | 4,878 B | A | view · diff |
| git:20260717.efc442f | 2026-07-17 | efc442f | 4,671 B | A | view · diff |
| git:20260717.59c14bf | 2026-07-17 | 59c14bf | 4,342 B | A | view · diff |
| git:20260704.8f9ae45 | 2026-07-04 | 8f9ae45 | 4,351 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4878 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
qiaomiaojoe/ai-academic-workflow · 10 stars · license a license file GitHub does not identify · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_m3wqydcttvxmuggt GET https://markdownregistry.com/api/v1/resolve?ref=qiaomiaojoe/ai-academic-workflow/pxyv-search GET https://markdownregistry.com/api/v1/blob/ffc243d0ad4601489e556b6ff15af481483ea7b6c5dc1495f7336de686e3e7c0
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.