- Skill ID
- google-deepmind/science-skills/literature-search-openalex
- Publisher
- google-deepmind
- Repository
- science-skills
- Installs
- 0
- Files
- 12
- Synced
- Sep 23, 2026
Open any RiverX project, open the Skills panel in the chat, and search for this identifier. The files are fetched from the source repository at install time.
google-deepmind/science-skills/literature-search-openalexInstalls these files- SKILL.md
- references/authors.md
- references/citation.bib
- references/geo_and_language.md
- references/institutions.md
- references/publishers_funders.md
- references/sources.md
- references/taxonomy.md
- references/topics.md
- references/type_values.md
- references/works.md
- scripts/openalex_cli.py
What this skill tells the agent
OpenAlex Skill
Prerequisites
- `uv`: Read the
uvskill and follow its Setup instructions to ensureuvis installed and on PATH. - 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.
- `.env` file: Make sure the
.envfile exists in your home directory. Create one if it does not exist. - `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
credentialsskill to check for and request this key if this skill looks relevant to the user's request.
Core Rules
- 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.
- Resolve before filter. NEVER filter by name. Always
resolvea name to an ID first, then use that ID in--filter. - Use the CLI only. Never call the API via
curl/urllib. The CLI handles retries and rate limiting. - No fabrication. Never invent OpenAlex IDs or DOIs. Use
resolve/getto look them up. Report empty results accurately. - API key. If a command returns 401/429 or you need high-volume queries, you MUST use the safe credentials protocol in the
credentialsskill to check for and request theOPENALEX_API_KEYto help the user add it to their.envfile. - Keep output small. Always use
--selectand--per-page 5–10for overview queries. Pipefilteroutput to a file (> results.json), then slim withjqbefore reading into context.
Rate Limits
- With key: ~10 req/s, $1/day free budget.
- Without key: Very limited, $0.01/day budget.
| Operation | Cost |
|---|---|
Singleton get | Free |
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
resolvereturns no matches, try alternate spellings or abbreviations. - If
--searchreturns 0 results, try broader terms (max 3 retries). - If
resolvereturns multiple candidates, present them to the user withdisplay_nameandhintfor manual selection.
Entity References
Consult references/ for valid filter, sort, and group-by fields per entity:
- Works — Authors — Sources
- Institutions — Topics — Taxonomy
- Geo & Language — Publishers & Funders
- Type Values
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.jsonError Handling
| Code | Meaning | Action |
|---|---|---|
| 401 | Unauthorized | You MUST use safe credentials |
: : : protocol in credentials skill : : : : to help user add API key to : : : : .env : | 403 | Plan upgrade needed | Inform user; see | : : : https\://openalex.org/pricing : | 404 | Not found | Verify ID; try resolve | : : : first : | 429 | Rate limited | Wait 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.
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