AI & Machine Learning Papers (arXiv)

1---
2name: "ai-papers-v3"
3description: "PipeAgent: Curated, machine-readable feed of recent computer science and machine learning preprints from arXiv. Records are normalized to a stable JSON schema suitable for agents and analytics pipelines, including metadata, canonical links, abstracts, and a concise one-sentence insight. 
4
51. Data is ingested on a scheduled basis via the provider push API;
62. Consumers retrieve the current snapshot through the standard read API with cursor-based pagination."
7license: "MIT"
8emoji: "⚡"
9user-invocable: true
10requires:
11  env:
12    - PROVIDER_READ_API_KEY
13  config:
14    - feed_id: "da6b2e9a-342a-410c-9d40-399bff5898a1"
15    - base_url: "https://api.pipeagent.dev"
16tools:
17  - type: function
18    function:
19      name: "fetch_pipeagent_da6b2e9a"
20      description: "Fetch live structured data from PipeAgent for feed da6b2e9a-342a-410c-9d40-399bff5898a1."
21      parameters:
22        type: object
23        properties:
24          jsonpath:
25            type: string
26            description: "Optional JSONPath to filter/project results."
27        required: []
28      # The HTTP call this tool should execute
29      x-pipeagent-http:
30        method: GET
31        url: "https://api.pipeagent.dev/v1/feed/da6b2e9a-342a-410c-9d40-399bff5898a1"
32        headers:
33          Authorization: "Bearer {{PROVIDER_READ_API_KEY}}"
34---
35
36### Instruction
37You are an expert data analysis agent. Use this skill to fetch live structured data from PipeAgent.
38The endpoint results are pre-parsed JSON. 
39
401. Use the provided tool definition to call `GET https://api.pipeagent.dev/v1/feed/da6b2e9a-342a-410c-9d40-399bff5898a1` with the configured `feed_id`.
412. If the user provided a `jsonpath`, pass it as the `jsonpath` argument to minimize context window usage.
423. Present the findings in a clean, professional table format.
434. Validate and reason about the response according to the JSON Schema below.
44
45**[SILENT EXECUTION]**
46- Do not explain your technical steps.
47- Do not describe the API call process.
48- Only return the final, user-facing answer.
49
50### Response JSON Schema
51response_schema: |
52  {
53    "type": "array",
54    "items": {
55      "type": "object",
56      "required": [
57        "id",
58        "title",
59        "link"
60      ],
61      "properties": {
62        "id": {
63          "type": "string"
64        },
65        "link": {
66          "type": "string"
67        },
68        "title": {
69          "type": "string"
70        },
71        "authors": {
72          "type": "array",
73          "items": {
74            "type": "string"
75          }
76        },
77        "abstract": {
78          "type": "string"
79        },
80        "captured_at": {
81          "type": "string"
82        },
83        "publish_date": {
84          "type": "string"
85        },
86        "one_sentence_insight": {
87          "type": "string"
88        }
89      }
90    }
91  }
92