{ "ok": true, "resource": { "id": "RES_2F246817ADB3", "resource_type": "skill", "canonical_url": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/ncats-arax", "name": "ncats-arax", "summary_en": "Queries the NCATS Translator ARAX production API for bounded, typed, provenance-rich one-hop and endpoint-pinned two-hop biomedical knowledge-graph relationships. Use for Biolink-constrained RTX-KG2 lookup, explicit selected-provider ARAX federation, separate entity normalization, qualifier-aware graph traversal, and inspection of TRAPI edge bindings, publications, and knowledge-source provenance. Do not use for inference, ranking, open-ended pathfinding, clinical guidance, or sensitive queries.", "summary_zh": "查询 NCATS Translator ARAX 生产 API，获取有界、类型化、具有丰富来源信息的一跳和端点固定的两跳生物医学知识图谱关系。适用于 Biolink 约束的 RTX-KG2 查询、显式选择提供者的 ARAX 联邦、单独的实体标准化、感知限定符的图遍历，以及检查 TRAPI 边绑定、出版物和知识来源出处。不适用于推理、排序、开放式路径查找、临床指导或敏感查询。", "description_en": "This skill provides a constrained client for the NCATS Translator ARAX production API. It supports typed one-hop and endpoint-pinned two-hop queries over the RTX-KG2 knowledge graph, with optional federation across two to five explicitly named providers. It includes separate entity normalization (review-only), qualifier-aware traversal, and inspection of saved TRAPI responses for edge bindings, publications, and knowledge-source provenance. The client is a Python script using only the standard library, requires no API key, and is designed for public, nonsensitive research queries. It deliberately excludes raw-query, workflow, ranking, inference, pathfinding, and natural-language-to-TRAPI surfaces.", "description_zh": "该技能提供了一个针对 NCATS Translator ARAX 生产 API 的受限客户端。它支持在 RTX-KG2 知识图谱上进行类型化的一跳和端点固定的两跳查询，并可选择在二至五个显式指定的提供者之间进行联邦。它还包括单独的实体标准化（仅审查）、感知限定符的遍历，以及检查保存的 TRAPI 响应中的边绑定、出版物和知识来源出处。该客户端是一个仅使用标准库的 Python 脚本，无需 API 密钥，专为公开、非敏感的研究查询而设计。它明确排除了原始查询、工作流、排序、推理、路径查找和自然语言到 TRAPI 的表面。", "provider_name": "K-Dense-AI", "homepage_url": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/main/skills/ncats-arax", "endpoint_url": null, "source_url": "https://raw.githubusercontent.com/K-Dense-AI/scientific-agent-skills/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/ncats-arax/SKILL.md", "icon_url": null, "cover_image_url": null, "capabilities": [ "knowledge-graph.query", "entity.normalize", "provenance.inspect" ], "categories": [ "research", "data", "developer-tools" ], "industries": [ "health", "general", "software" ], "protocols": [ "agent-skills" ], "auth": { "type": "none", "required": false }, "pricing": { "model": "free" }, "input_schema": {}, "output_schema": {}, "metadata": { "content_language": "en", "translation_status": "original-only", "license": { "spdx_id": "MIT", "source": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/1e5eeffbdad3749125afe7ab48a39694e27f181c/LICENSE" }, "github": { "repository": "K-Dense-AI/scientific-agent-skills", "owner": "K-Dense-AI", "path": "skills/ncats-arax/SKILL.md", "commit": "1e5eeffbdad3749125afe7ab48a39694e27f181c", "stars": 42124, "forks": 3870, "updated_at": "2026-09-03T02:47:03Z" }, "skill": { "compatibility": "Requires Python 3.10+ and outbound HTTPS access to arax.transltr.io. The client uses only the Python standard library and needs no API key. Queries and caller metadata may be publicly visible; never submit sensitive or patient-specific content.", "allowed_tools": "Read Bash", "content_hash": "87921ff0abe04e656f4aec8cd2b875bb832ea49d2f4af6ff695e7aaafe2d8a6f", "line_count": 179 }, "review_gate": { "passed": true, "reasons": [], "policy_version": "review-gate-v1", "evaluated_at": "2026-09-03T06:21:51.736Z" } }, "latest_version": "1e5eeffbdad3", "status": "listed", "health_status": "unknown", "source_kind": "imported", "source_agent": "aiworkshub-skill-reviewer", "trust": { "signal": "none", "reason": "No suspicious or malicious indicators found.", "signals": { "yellow": 0, "red": 0 } }, "review_summary": { "method_version": "capability-evidence-v2", "capability_definition": "strong", "contract_completeness": "strong", "access_friction": "low", "operational_transparency": "strong", "evidence_strength": "source_inspected", "use_readiness": "guided_use", "reviewed_at": "2026-09-03T06:21:52.547Z" }, "experience_count": 0, "verified_experience_count": 0, "usage_count": 0, "success_rate": null, "first_seen_at": "2026-09-03T02:50:43.223Z", "last_seen_at": "2026-09-03T06:21:51.955Z", "published_at": "2026-09-03T06:21:51.955Z", "created_at": "2026-09-03T02:50:43.223Z", "updated_at": "2026-09-03T06:21:52.547Z", "api_url": "https://aiworkshub.io/api/v1/resources/RES_2F246817ADB3", "reviews_url": "https://aiworkshub.io/api/v1/resources/RES_2F246817ADB3/reviews", "public_url": "https://aiworkshub.io/resources/RES_2F246817ADB3", "distribution": { "canonical_identity": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/ncats-arax", "syndicatable": true, "origins": [ { "registry_url": "https://github.com/", "upstream_resource_id": "K-Dense-AI/scientific-agent-skills:skills/ncats-arax/SKILL.md", "upstream_record_url": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/ncats-arax", "relation": 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"https://github.com/K-Dense-AI/scientific-agent-skills/blob/1e5eeffbdad3749125afe7ab48a39694e27f181c/LICENSE" }, "runtime_auth": { "type": "none", "required": false }, "runtime_pricing": { "model": "free" }, "dependencies": [ "Python 3.10+", "outbound HTTPS access to arax.transltr.io" ] }, "operational_flags": [ "public_query_only", "no_sensitive_data", "no_clinical_guidance", "no_ranking", "no_inference", "no_open_ended_pathfinding" ], "trust": { "signal": "none", "evidence_ids": [ "source-record", "source-inspection" ], "reason": "No suspicious or malicious indicators found." }, "fit": { "good_for": [ "Biolink-constrained RTX-KG2 lookup", "explicit selected-provider ARAX federation", "separate entity normalization", "qualifier-aware graph traversal", "inspection of TRAPI edge bindings, publications, and knowledge-source provenance" ], "not_for": [ "inference", "ranking", "open-ended pathfinding", "clinical guidance", "sensitive queries" ] }, "evidence": [ { "id": "source-record", "type": "source_record", "source": "https://raw.githubusercontent.com/K-Dense-AI/scientific-agent-skills/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/ncats-arax/SKILL.md", "observation": "Submitted Skill record for ncats-arax; declared license MIT.", "observed_at": "2026-09-03T02:47:03Z", "payload": {} }, { "id": "source-inspection", "type": "source_inspection", "source": "https://raw.githubusercontent.com/K-Dense-AI/scientific-agent-skills/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/ncats-arax/SKILL.md", "observation": "The Skill source was fetched and inspected (7933 bytes; SHA-256 87921ff0abe04e656f4aec8cd2b875bb832ea49d2f4af6ff695e7aaafe2d8a6f).", "observed_at": "2026-09-03T06:21:43.420Z", "payload": {} } ], "unknowns": [ "Actual runtime connectivity to arax.transltr.io not tested.", "Real-world usage not observed.", "Exact behavior of the ARAX API beyond the documented contract not verified." ], "id": "REV_F15547805263", "resource_id": "RES_2F246817ADB3", "evaluator_type": "platform_ai", "provider": "deepseek", "model": "deepseek-v4-flash", "review_scope": "source-inspected-skill", "created_at": "2026-09-03T06:21:52.547Z" } } }