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Audit score 70

literature-search-openalex

google-deepmind/science-skills

Query OpenAlex scholarly database for papers, authors, institutions, and bibliometric data.

What is literature-search-openalex?

Search the OpenAlex academic research database to find papers, resolve DOIs, download open-access PDFs, explore author publication histories, and aggregate citation metrics. Use this when you need to locate academic literature, verify citations, or analyze research trends across institutions and topics.

  • Query works, authors, sources, institutions, topics, and other scholarly entities
  • Resolve author/institution names to OpenAlex IDs before filtering
  • Download open-access PDFs for papers with available content
  • Aggregate bibliometric data including citation counts, h-index, and impact factors
  • Filter and sort results by publication year, citations, open-access status, and custom expressions
  • Sample random results and group data by field for trend analysis

How to install literature-search-openalex

npx skills add https://github.com/google-deepmind/science-skills --skill literature-search-openalex
Prerequisites
  • uv must be installed and on PATH (see uv skill)
  • Create or verify .env file exists in home directory
  • (Optional but recommended) Obtain OPENALEX_API_KEY from OpenAlex.org account settings for higher rate limits
  • Review OpenAlex terms at https://developers.openalex.org/ and check licenses of retrieved papers
Claude Code
Cursor
Windsurf
Cline

How to use literature-search-openalex

  1. 1.Resolve a name to an OpenAlex ID using: uv run scripts/openalex_cli.py resolve <entity> <query>
  2. 2.Use the returned ID in filter commands: uv run scripts/openalex_cli.py filter <entity> --filter "field:id"
  3. 3.For DOI lookups, use: uv run scripts/openalex_cli.py get works "https://doi.org/..."
  4. 4.Limit output with --select and --per-page flags to keep results manageable
  5. 5.Pipe large result sets to a file and use jq to extract only needed fields before reading into context
  6. 6.Download PDFs with: uv run scripts/openalex_cli.py download-pdf <work-id> <output-path>

Use cases

Good for
  • Find all papers published by a specific researcher and rank by citation count
  • Look up a paper by DOI and retrieve its full metadata and open-access PDF
  • Discover papers from a particular institution published in a given year
  • Perform bulk DOI lookups for up to 100 papers at once
  • Analyze publication trends across institutions by grouping results by publication year
Who it's for
  • Researchers conducting literature reviews
  • Students writing thesis or research papers
  • Librarians and information specialists
  • Data analysts studying research trends
  • Anyone needing to verify or retrieve academic citations

literature-search-openalex FAQ

Do I need an API key to use this skill?

No, the skill works with the free "polite pool" without a key, but an API key enables the Premium API with much higher rate limits (~10 req/s vs very limited). Obtain one at OpenAlex.org account settings.

What should I do if I get a 401 or 429 error?

Use the safe credentials protocol in the credentials skill to check for and request the OPENALEX_API_KEY, then add it to your .env file.

How do I find papers by a specific author?

First resolve the author name to an ID: uv run scripts/openalex_cli.py resolve authors "Name". Then filter works by that ID: uv run scripts/openalex_cli.py filter works --filter "authorships.author.id:ID" --sort "cited_by_count:desc"

Can I download PDFs for papers?

Yes, use the download-pdf command if you have an API key. The skill will attempt to download from the primary source and fall back to alternative PDF URLs if needed.

What happens if a search returns no results?

Try broader search terms (up to 3 retries), use alternate spellings or abbreviations, or verify the entity exists by using resolve first. Never fabricate results—report empty responses accurately.

Full instructions (SKILL.md)

Source of truth, from google-deepmind/science-skills.


name: literature-search-openalex description: > Query the OpenAlex scholarly database for research papers, authors, institutions, topics, sources, publishers, funders, geo-locations, and keywords. Use when searching academic papers, resolving DOIs, downloading open-access PDFs, finding an author's publications, aggregating bibliometric data (citation counts, h-index, impact factor), exploring the research taxonomies, or performing DOI lookups.

OpenAlex Skill

Prerequisites

  1. uv: Read the uv skill and follow its Setup instructions to ensure uv is installed and on PATH.
  2. User Notification: If .licenses/literature_search_openalex_LICENSE.txt does not already exist in the workspace root directory then (1) prominently notify the user to check the terms at https://developers.openalex.org/ and to always check the license of the papers retrieved by the skill for any restrictions, then (2) create the file recording the notification text and timestamp.
  3. .env file: Make sure the .env file exists in your home directory. Create one if it does not exist.
  4. OPENALEX_API_KEY (optional but recommended): Enables the OpenAlex Premium API with higher rate limits. The skill works without it (using the free "polite pool"). You can obtain a key at OpenAlex.org → account settings. You MUST use the safe credentials protocol in the credentials skill to check for and request this key if this skill looks relevant to the user's request.

Core Rules

  1. List Sources. If this skill is used, ensure this is mentioned in the output AND list the URLs of all papers that were used in producing the output.
  2. Resolve before filter. NEVER filter by name. Always resolve a name to an ID first, then use that ID in --filter.
  3. Use the CLI only. Never call the API via curl/urllib. The CLI handles retries and rate limiting.
  4. No fabrication. Never invent OpenAlex IDs or DOIs. Use resolve/get to look them up. Report empty results accurately.
  5. API key. If a command returns 401/429 or you need high-volume queries, you MUST use the safe credentials protocol in the credentials skill to check for and request the OPENALEX_API_KEY to help the user add it to their .env file.
  6. Keep output small. Always use --select and --per-page 5–10 for overview queries. Pipe filter output to a file (> results.json), then slim with jq before reading into context.

Rate Limits

  • With key: ~10 req/s, $1/day free budget.
  • Without key: Very limited, $0.01/day budget.
OperationCost
Singleton getFree
filter$0.0001
--search / resolve$0.001
download-pdf$0.01

CLI Reference

uv run scripts/openalex_cli.py [--api-key KEY] <command> [flags]

Entity types (shared across commands): works, authors, sources, institutions, topics, domains, fields, subfields, sdgs, countries, continents, languages, keywords, publishers, funders, work-types, source-types, institution-types, licenses

Commands

resolve <entity> <query> — Name → ID candidates. Returns id, display_name, hint. Use --per-page N for more candidates.

get <entity> <id> — Full metadata for one entity. Accepts short ID (W2741809807), full URL, or DOI URL. Use --select to limit fields.

filter <entity> — Search/filter entities. Key flags are:

  • --search <query>: Full-text search (10× cost of --filter)
  • --filter <expr>: Filter expressions. Use , for AND and | for OR.
  • --sort <field:dir>: Sort results (e.g., cited_by_count:desc)
  • --select <fields>: Limit the fields returned in the output.
  • --group-by <field>: Aggregate results by a specific field.
  • --per-page <N>: Number of results per page (default 25, max 100).
  • --page <N>: Specify the page number to retrieve.
  • --sample <N>: Get a random sample of up to 10,000 results.
  • --seed <N>: Seed for reproducible sampling.

download-pdf <work-id> <output-path> — Download PDF (requires API key). Falls back to alternative pdf_url locations if primary fails. Whenever you download a PDF, verify it is not empty or corrupted.

rate-limit — Check current rate limit status (requires API key).

Search Tips

  • If resolve returns no matches, try alternate spellings or abbreviations.
  • If --search returns 0 results, try broader terms (max 3 retries).
  • If resolve returns multiple candidates, present them to the user with display_name and hint for manual selection.

Entity References

Consult references/ for valid filter, sort, and group-by fields per entity:

Common Workflows

# Author's works (resolve → filter)
uv run scripts/openalex_cli.py resolve authors "Geoffrey Hinton"
uv run scripts/openalex_cli.py filter works \
  --filter "authorships.author.id:A5108093963" \
  --sort "cited_by_count:desc" --per-page 10 > papers.json
cat papers.json | jq '[.results[] | {id, title: .display_name, year: .publication_year, citations: .cited_by_count}]'

# DOI lookup
uv run scripts/openalex_cli.py get works "https://doi.org/10.1038/s41586-021-03819-2"

# Bulk DOI lookup (up to 100)
uv run scripts/openalex_cli.py filter works \
  --filter "doi:10.1234/a|10.1234/b|10.1234/c" --per-page 100 > results.json

# Institutional impact by year
uv run scripts/openalex_cli.py resolve institutions "MIT"
uv run scripts/openalex_cli.py filter works \
  --filter "authorships.institutions.id:I63966007" \
  --group-by "publication_year" > mit_by_year.json

# Random sample
uv run scripts/openalex_cli.py filter works \
  --filter "publication_year:2023,is_oa:true" \
  --sample 100 --seed 42 > results.json

Error Handling

CodeMeaningAction
401UnauthorizedYou MUST use safe credentials
: : : protocol in credentials skill :
: : : to help user add API key to :
: : : .env :
403Plan upgrade neededInform user; see
: : : https://openalex.org/pricing :
404Not foundVerify ID; try resolve
: : : first :
429Rate limitedWait and retry; you MUST use
: : : safe credentials protocol in :
: : : credentials skill to help :
: : : user add API key to .env :

Known premium-only filters: from_updated_date, to_updated_date.

Never fabricate results on empty responses — report accurately and suggest alternate search terms.