Borrowing it
Nothing to install: this file belongs to ZimoLiao/scholaraio. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/ZimoLiao/scholaraio/main/.claude/skills/explore/SKILL.mdgit clone --depth 1 https://github.com/ZimoLiao/scholaraioWrote 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/zimoliao/scholaraio/explore)<a href="https://agentmods.dev/skills/zimoliao/scholaraio/explore"><img src="https://agentmods.dev/badge/skills/zimoliao/scholaraio/explore/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/zimoliao/scholaraio/explore"><img src="https://agentmods.dev/badge/skills/zimoliao/scholaraio/explore.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00040 | $0.01126 |
| Opus 5.5 | $0.00016 | $0.00450 |
| Sonnet 5.5 | $0.00008 | $0.00225 |
| Haiku 4.5 | $0.00004 | $0.00113 |
Grade A, and why
explore 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 2mo 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.
How it starts
The opening of the file, as written. The whole thing — 129 lines — stays where its author put it; the contents beside it link to each section on GitHub.
多维文献探索
从 OpenAlex 拉取文献（支持多维过滤），本地嵌入 + BERTopic 聚类 + 多模式搜索，用于文献调研。数据与主库完全隔离。
执行逻辑
拉取论文
支持多种过滤维度，可任意组合：
# 按期刊 ISSN
scholaraio explore fetch --issn <ISSN> --name <名称> [--year-range <起-止>]
# 按研究概念
scholaraio explore fetch --concept <OpenAlex-concept-ID> --name <名称>
# 按作者
scholaraio explore fetch --author <OpenAlex-author-ID> --name <名称>
# 按机构
scholaraio explore fetch --institution <OpenAlex-institution-ID> --name <名称>
# 按关键词
scholaraio explore fetch --keyword "acoustic metamaterial" --name <名称>
# 多维组合 + 高引过滤
scholaraio explore fetch --institution I123 --year-range 2020-2025 --min-citations 50 --name <名称>
# 增量更新（追加新论文，DOI 去重）
scholaraio explore fetch --issn 0022-1120 --name jfm --incremental
全部过滤参数：
--issn— 期刊 ISSN--concept— OpenAlex concept ID--topic-id— OpenAlex topic ID--author— OpenAlex author ID--institution— OpenAlex institution ID--keyword— 标题/摘要关键词搜索--source-type— 来源类型（journal/conference/repository）--oa-type— 论文类型（article/review 等）--min-citations— 最小引用量--year-range— 年份过滤（如 2020-2025）--name— 探索库名称（默认从 filter 推导）--incremental— 增量更新模式
常用期刊 ISSN：
- JFM (Journal of Fluid Mechanics): 0022-1120
- PoF (Physics of Fluids): 1070-6631
- JCP (Journal of Computational Physics): 0021-9991
- IJMF (Int J Multiphase Flow): 0301-9322
生成嵌入
scholaraio explore embed --name <名称> [--rebuild]
主题聚类
scholaraio explore topics --name <名称> --build
scholaraio explore topics --name <名称> --rebuild --nr-topics <N>
scholaraio explore topics --name <名称>
scholaraio explore topics --name <名称> --topic <ID> [--limit N]
搜索（三种模式）
# 语义搜索（默认）
scholaraio explore search --name <名称> "<查询词>" [--limit N]
# 关键词搜索（FTS5）
scholaraio explore search --name <名称> "<查询词>" --mode keyword
# 融合搜索（语义 + 关键词 RRF 排序）
scholaraio explore search --name <名称> "<查询词>" --mode unified
生成可视化
scholaraio explore viz --name <名称>
列出所有探索库
scholaraio explore list
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.
- 2mo ago First seen · 129 lines · 40 tokens per session scan A e2e7f09a8a3f
explore is a skill published in the GitHub repository ZimoLiao/scholaraio (584 stars, last pushed 10d ago), licensed MIT. It adds 40 tokens to every session and 1,126 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-08-30.
explore compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| exploreZimoLiao/scholaraio | Skill | 584 | 10d ago | MIT | A | 40 | Claude Code |
| infrastructure-validationdocxology/template | Skill | 23 | yesterday | Apache-2.0 | A | 54 | Claude Code, Codex |
| provenance-dagdocxology/template | Skill | 23 | yesterday | Apache-2.0 | A | 103 | Claude Code, Codex |
| scientific-connectorsdocxology/template | Skill | 23 | yesterday | Apache-2.0 | A | 87 | Claude Code, Codex |
| infrastructure-search-literaturedocxology/template | Skill | 23 | yesterday | Apache-2.0 | A | 123 | Claude Code, Codex |
| template-academic-paper-reviewerdocxology/template | Skill | 23 | yesterday | Apache-2.0 | A | 52 | Claude Code, Codex |
| template-reproducibility-auditdocxology/template | Skill | 23 | yesterday | Apache-2.0 | A | 70 | Claude Code, Codex |