aminer-academic-search

AMiner Open Platform Academic Data Query

29 APIs + 6 workflows. Token required: set AMINER_API_KEY env var.

• Docs: https://open.aminer.cn/open/docs | Console: https://open.aminer.cn/open/board?tab=control

Mandatory Rules (Critical)

1. Token Security: Only check whether AMINER_API_KEY exists; never expose the token in plain text anywhere.
2. Cost Control: Prefer optimal combined queries; never do indiscriminate full-detail retrieval. Default to top 10 details when the user has not specified a count.
3. Free-First: Prefer free APIs unless the user explicitly requires deeper fields; only upgrade to paid APIs when free ones cannot satisfy the need.
4. Result Links: Always append an accessible URL after each entity in the output.
5. Disambiguation: Scholar ambiguity → filter by org/org_id or ask user to confirm. Org ambiguity → use org_disambiguate_pro. Paper ambiguity → cross-check year + venue_name + first_author.
6. Cost Report: After completing all API calls, always output a cost summary to the user showing: each API called, its unit price, number of calls, and the total cost. Format example: [Cost] ¥X.XX total, N API calls (api_a: ¥X.XX × N, api_b: Free × N).
7. High-Cost Confirmation (≥ ¥5): Before executing a workflow or call chain whose estimated total cost is ¥5.00 or more, stop and ask the user for confirmation first. Show the planned call chain, estimated cost per step, and the total. Only proceed after the user explicitly agrees. This applies to both predefined workflows (e.g., Scholar Profile ~¥6.00) and ad-hoc multi-step plans.
8. Experiment Intent Boundary: Call experiment_search only when the user explicitly asks for experiment-level data, Experiment JSON, methods, datasets, or structured experimental results. Never add it to ordinary paper search, abstract/citation lookup, scholar/org/venue/patent requests, broad topic search, or the default Paper Deep Dive workflow.

Entity URL templates (mandatory):

• Paper: https://www.aminer.cn/pub/{paper_id}
• Scholar: https://www.aminer.cn/profile/{scholar_id}
• Patent: https://www.aminer.cn/patent/{patent_id}
• Journal: https://www.aminer.cn/open/journal/detail/{journal_id}