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        "title": "API Specifications",
        "body": "API specs are YAML definitions for extracting data from REST APIs. They handle authentication, pagination, response processing, and incremental sync automatically."
      },
      {
        "title": "When to Use",
        "body": "Extract data from REST APIs (GET endpoints only)\nBuild incremental sync workflows\nHandle complex pagination patterns\nProcess nested JSON responses\nChain multiple API calls with queues"
      },
      {
        "title": "Basic Structure",
        "body": "name: \"My API\"\ndescription: \"Data extraction from My API\"\n\nauthentication:\n  type: \"static\"\n  headers:\n    Authorization: \"Bearer {secrets.api_token}\"\n\ndefaults:\n  state:\n    base_url: \"https://api.example.com/v1\"\n  request:\n    headers:\n      Accept: \"application/json\"\n\nendpoints:\n  users:\n    description: \"Fetch users\"\n    request:\n      url: \"{state.base_url}/users\"\n    response:\n      records:\n        jmespath: \"data[]\"\n        primary_key: [\"id\"]"
      },
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        "title": "Parse a Spec",
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        "title": "Test Endpoints",
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        "body": "This skill includes detailed documentation for each aspect of API specification building:\n\nTopicDescriptionAUTHENTICATION.mdAll 8 authentication types (static, basic, OAuth2, AWS, HMAC, sequence)ENDPOINTS.mdEndpoint configuration, setup/teardown sequencesREQUEST.mdHTTP request configuration, rate limitingPAGINATION.mdAll pagination patterns (cursor, offset, page, link header)RESPONSE.mdRecord extraction, deduplicationPROCESSORS.mdData transformations, aggregationsVARIABLES.mdVariable scopes, expressions, rendering orderQUEUES.mdEndpoint chaining, iterationINCREMENTAL.mdSync state, context variablesDYNAMIC.mdRuntime endpoint generationFUNCTIONS.mdExpression functions referenceRULES.mdResponse rules, retries, error handling"
      },
      {
        "title": "Authentication Types",
        "body": "TypeUse CasestaticAPI key, Bearer tokenbasicUsername/passwordoauth2OAuth 2.0 flows (client_credentials, authorization_code, device_code)aws-sigv4AWS serviceshmacCrypto exchanges, custom signingsequenceMulti-step custom auth"
      },
      {
        "title": "Pagination Patterns",
        "body": "PatternExampleCursorstarting_after, page_tokenOffsetoffset + limitPagepage numberLink headerGitHub-style rel=\"next\""
      },
      {
        "title": "Variable Scopes",
        "body": "ScopeDescriptionsecrets.*Credentials from connectionstate.*Endpoint state variablessync.*Persisted from previous runresponse.*HTTP response datarecord.*Current record in processorqueue.*Endpoint chaining"
      },
      {
        "title": "Full Documentation",
        "body": "See https://docs.slingdata.io/concepts/api-specs.md for complete reference."
      }
    ],
    "body": "API Specifications\n\nAPI specs are YAML definitions for extracting data from REST APIs. They handle authentication, pagination, response processing, and incremental sync automatically.\n\nWhen to Use\nExtract data from REST APIs (GET endpoints only)\nBuild incremental sync workflows\nHandle complex pagination patterns\nProcess nested JSON responses\nChain multiple API calls with queues\nBasic Structure\nname: \"My API\"\ndescription: \"Data extraction from My API\"\n\nauthentication:\n  type: \"static\"\n  headers:\n    Authorization: \"Bearer {secrets.api_token}\"\n\ndefaults:\n  state:\n    base_url: \"https://api.example.com/v1\"\n  request:\n    headers:\n      Accept: \"application/json\"\n\nendpoints:\n  users:\n    description: \"Fetch users\"\n    request:\n      url: \"{state.base_url}/users\"\n    response:\n      records:\n        jmespath: \"data[]\"\n        primary_key: [\"id\"]\n\nMCP Operations\nParse a Spec\n{\n  \"action\": \"parse\",\n  \"input\": {\"file_path\": \"/path/to/spec.yaml\"}\n}\n\nTest Endpoints\n{\n  \"action\": \"test\",\n  \"input\": {\n    \"connection\": \"MY_API\",\n    \"endpoints\": [\"users\"],\n    \"debug\": true,\n    \"limit\": 10\n  }\n}\n\nTopics Reference\n\nThis skill includes detailed documentation for each aspect of API specification building:\n\nTopic\tDescription\nAUTHENTICATION.md\tAll 8 authentication types (static, basic, OAuth2, AWS, HMAC, sequence)\nENDPOINTS.md\tEndpoint configuration, setup/teardown sequences\nREQUEST.md\tHTTP request configuration, rate limiting\nPAGINATION.md\tAll pagination patterns (cursor, offset, page, link header)\nRESPONSE.md\tRecord extraction, deduplication\nPROCESSORS.md\tData transformations, aggregations\nVARIABLES.md\tVariable scopes, expressions, rendering order\nQUEUES.md\tEndpoint chaining, iteration\nINCREMENTAL.md\tSync state, context variables\nDYNAMIC.md\tRuntime endpoint generation\nFUNCTIONS.md\tExpression functions reference\nRULES.md\tResponse rules, retries, error handling\nQuick Reference\nAuthentication Types\nType\tUse Case\nstatic\tAPI key, Bearer token\nbasic\tUsername/password\noauth2\tOAuth 2.0 flows (client_credentials, authorization_code, device_code)\naws-sigv4\tAWS services\nhmac\tCrypto exchanges, custom signing\nsequence\tMulti-step custom auth\nPagination Patterns\nPattern\tExample\nCursor\tstarting_after, page_token\nOffset\toffset + limit\nPage\tpage number\nLink header\tGitHub-style rel=\"next\"\nVariable Scopes\nScope\tDescription\nsecrets.*\tCredentials from connection\nstate.*\tEndpoint state variables\nsync.*\tPersisted from previous run\nresponse.*\tHTTP response data\nrecord.*\tCurrent record in processor\nqueue.*\tEndpoint chaining\nFull Documentation\n\nSee https://docs.slingdata.io/concepts/api-specs.md for complete reference."
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