sn-search-academic SKILL.md skillA
sn-search-academic from opensensenova/sensenova-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add opensensenova/sensenova-skills/sn-search-academic@git:20260825.8b8d60fPins git:20260825.8b8d60f in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- opensensenova/sensenova-skills
- Path
skills/sn-search-academic/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260825.8b8d60f, committed Aug 25, 2026
- First version recorded
- Apr 26, 2026
- Size
- 14,704 bytes
- Repository stars
- 6,031
- License
- MIT
用于学术调研、论文精读、相关工作梳理、百科知识查询和引用链追溯。.
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
# sn-search-academic - 学术搜索
## 凭证配置
API key、token 与 cookie 统一建议写在仓库根目录 `.env`（参考 `.env.example`），并由 runtime 或用户在执行前加载为同名环境变量。脚本仍只从环境变量或显式 CLI 参数读取凭证；不要把真实密钥写入 skill payload、报告、日志或提交。
使用三个统一入口完成学术调研：
- `search.py`：搜索论文和百科条目
- `paper.py`：列出论文章节，读取论文全文或指定章节
- `refTree.py`：查询论文的 references 和 citations
不要直接调用历史 provider 脚本；它们只是统一入口的内部实现细节。
需要 provider 回退链、参数分发或完整输出字段时，按需读取 `references/search.md`、`references/paper.md`、`references/refTree.md`。
## 可用脚本
| 脚本 | 用途 | 主要输入 | 主要输出 |
|------|------|----------|----------|
| `scripts/search.py` | 搜索论文/百科 | `query`，可选 `--source`、`--limit`、`--category`、`--lang` | 按 source 分组的论文/百科条目，位于 `source_results[*].items` |
| `scripts/paper.py` | 列出章节，读取论文全文或章节 | 论文 ID，可选 `--source`、`--list_section`、`--section` | 章节列表位于 `sections`；全文或章节正文位于 `content` |
| `scripts/refTree.py` | 查询引用树 | `--paper_id`、`--title`，可选 `--direction` | 参考文献与被引论文，位于 `source_results[*].references` / `source_results[*].citations` |
## 执行约定
本技能的 `scripts/...`、`requirements.txt`、`references/...` 路径均相对本 skill 目录；若当前工作目录不同，先解析为绝对路径，不要依赖 `${SKILL_DIR}` 运行时变量。
调用约定：
- 不要并行启动多个本技能脚本；`search.py` 和 `refTree.py` 内部已经处理并发、超时和 provider 回退链。
- 长结果优先加 `--output <path>` 写入文件，再读取必要字段，避免终端输出过长。
…Read the whole file at its exact version.
How to install
mdr add opensensenova/sensenova-skills/sn-search-academic@sha256:d6ab1b15e9666c54The line at the top of this page pins the label git:20260825.8b8d60f, 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_jbjtaac5c3s4b6th)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Apr 26, 2026 and Aug 25, 2026, about one every 30 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260825.8b8d60f latest | 2026-08-25 | 8b8d60f | 14,704 B | A | view · diff |
| git:20260701.c44b261 | 2026-07-01 | c44b261 | 14,461 B | A | view · diff |
| git:20260630.e4eeb3c | 2026-06-30 | e4eeb3c | 14,146 B | A | view · diff |
| git:20260630.4afb99c | 2026-06-30 | 4afb99c | 14,248 B | A | view · diff |
| git:20260426.f0ab496 | 2026-04-26 | f0ab496 | 11,829 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 (14704 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
opensensenova/sensenova-skills · 6,031 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_jbjtaac5c3s4b6th GET https://markdownregistry.com/api/v1/resolve?ref=opensensenova/sensenova-skills/sn-search-academic GET https://markdownregistry.com/api/v1/blob/d6ab1b15e9666c54a8dc7c794f6d691d4c5e391af1faaa7779f1a1a60045279e
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.