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 LeonChaoX/qinyan-academic-skills --skill openalex-databasegit clone --depth 1 https://github.com/LeonChaoX/qinyan-academic-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/leonchaox/qinyan-academic-skills/openalex-database)<a href="https://agentmods.dev/skills/leonchaox/qinyan-academic-skills/openalex-database"><img src="https://agentmods.dev/badge/skills/leonchaox/qinyan-academic-skills/openalex-database/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/leonchaox/qinyan-academic-skills/openalex-database"><img src="https://agentmods.dev/badge/skills/leonchaox/qinyan-academic-skills/openalex-database.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 | $0.00076 | $0.02981 |
| Opus 5 | $0.00038 | $0.01491 |
| Sonnet 5 | $0.00015 | $0.00596 |
| Haiku 4.5 | $0.00008 | $0.00298 |
Grade A, and why
openalex-database scanned grade A 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 12d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
citing_response = requests.get( This is a copy
95% identical to openalex-database — 3 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 493 lines — stays where its author put it; the contents beside it link to each section on GitHub.
OpenAlex Database
Overview
OpenAlex is a comprehensive open catalog of 240M+ scholarly works, authors, institutions, topics, sources, publishers, and funders. This skill provides tools and workflows for querying the OpenAlex API to search literature, analyze research output, track citations, and conduct bibliometric studies.
Quick Start
Basic Setup
Always initialize the client with an email address to access the polite pool (10x rate limit boost):
from scripts.openalex_client import OpenAlexClient
client = OpenAlexClient(email="[email protected]")
Installation Requirements
Install required package using uv:
uv pip install requests
No API key required - OpenAlex is completely open.
Core Capabilities
1. Search for Papers
Use for: Finding papers by title, abstract, or topic
# Simple search
results = client.search_works(
search="machine learning",
per_page=100
)
# Search with filters
results = client.search_works(
search="CRISPR gene editing",
filter_params={
"publication_year": ">2020",
"is_oa": "true"
},
sort="cited_by_count:desc"
)
2. Find Works by Author
Use for: Getting all publications by a specific researcher
Use the two-step pattern (entity name → ID → works):
from scripts.query_helpers import find_author_works
works = find_author_works(
author_name="Jennifer Doudna",
client=client,
limit=100
)
Manual two-step approach:
# Step 1: Get author ID
author_response = client._make_request(
'/authors',
params={'search': 'Jennifer Doudna', 'per-page': 1}
)
author_id = author_response['results'][0]['id'].split('/')[-1]
# Step 2: Get works
works = client.search_works(
filter_params={"authorships.author.id": author_id}
)
3. Find Works from Institution
Use for: Analyzing research output from universities or organizations
from scripts.query_helpers import find_institution_works
works = find_institution_works(
institution_name="Stanford University",
client=client,
limit=200
)
What ships with it
4 files 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.
- 12d ago First seen · 493 lines · 76 tokens per session scan A fe025083124d
openalex-database is a skill published in the GitHub repository LeonChaoX/qinyan-academic-skills (883 stars, last pushed 1mo ago), licensed MIT. It adds 76 tokens to every session and 2,981 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). It is 95% identical to openalex-database, differing in 3 lines, and is treated as a copy.
Other skills, from other repositories
academic-research
Nested swiss-knife reference for academic literature work — find papers, fetch full-text PDFs, trace citations, write LaTeX manuscripts. First action for any "get me this paper" request: python3 /scripts/fetchpaper.py — walks arXiv → Unpaywall → Europe PMC → CORE → in-house publisher-page extraction…
paper-workbench
Researcher-profile-driven paper intake and literature workbench for academic workflows. Use whenever the user wants to skim, deep-read, card, compare, synthesize, map research gaps, or build a literature review from papers, arXiv/AlphaXiv links, DOIs, PDFs, or existing workbench artifacts. Trigger even when the user…
research-agent
Project-first Research pipeline with live gates, source/PDF evidence, claim boundaries, compute and publication controls; includes an optional PubMed/arXiv standard-library helper.
scholar-deep-research
Use when the user asks for a literature review, academic deep dive, research report, state-of-the-art survey, topic scoping, comparative analysis of methods/papers, grant background, or any request that needs multi-source scholarly evidence with citations. Also trigger proactively when a user question clearly requires…
openalex
Use when the user asks about academic literature, research papers, scholarly works, authors, citations, institutions, journals, or any academic metadata. Trigger when users want to search for papers, find author profiles, track citations, discover related works, or explore academic topics. Also use when users mention…
openalex
A skill for searching OpenAlex, a free catalog of research papers, authors, institutions, journals, and research topics.