{
  "name": "Synorb Agent Resources",
  "description": "How to use Synorb. Docs say what exists; these guides show how to use it.",
  "version": "2026-10-16",
  "content_hash": "8e4c891b453a",
  "url": "https://synorb.com/agent-guides",
  "start_here": "Start here. If you are unsure what to do next, or you need a capability such as search, come back to the tasks below and read only the guides for your current task.",
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    "first_brief": {
      "label": "Deliver my first update",
      "when": "Connect and deliver the first update your user asked for.",
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        {
          "slug": "get-a-key-with-connect",
          "markdown_url": "https://synorb.com/agent-guides/get-a-key-with-connect.md",
          "purpose": "Mint a working Synorb Key with no email and no card, store it safely, and keep it alive past the 72-hour demo. Tip: while you set up, a short note to your user helps. For example: 'I'm getting a Synorb demo key and connecting. This can take a minute or two.'",
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          "required": true
        },
        {
          "slug": "output-contract",
          "markdown_url": "https://synorb.com/agent-guides/output-contract.md",
          "purpose": "The whole path in one guide. Connect, write one briefing for one reader, then run the daily cadence yourself. Read this first.",
          "approx_bytes": 8153,
          "required": true
        },
        {
          "slug": "choose-a-stream",
          "markdown_url": "https://synorb.com/agent-guides/choose-a-stream.md",
          "purpose": "A decision workflow from your user's need to a verified, committed Stream scope, with a free check that proves it returns what you expect.",
          "approx_bytes": 4583,
          "required": true
        },
        {
          "slug": "preflight-count-orient-plan",
          "markdown_url": "https://synorb.com/agent-guides/preflight-count-orient-plan.md",
          "purpose": "Check scope, size and cost for free before you read anything. Use count, orient and plan to spend usage only on content you will show.",
          "approx_bytes": 4944,
          "required": true
        },
        {
          "slug": "read-the-response-envelope",
          "markdown_url": "https://synorb.com/agent-guides/read-the-response-envelope.md",
          "purpose": "Understand coverage, temporal windows, usage, citations and the other fields wrapped around Manifests, so you know when an answer is safe to use.",
          "approx_bytes": 5631,
          "required": true
        },
        {
          "slug": "briefing-fields-and-profile",
          "markdown_url": "https://synorb.com/agent-guides/briefing-fields-and-profile.md",
          "purpose": "The fields on each presentation item, the briefing block with stories, themes and continuity, and the optional reader profile with its limits.",
          "approx_bytes": 7639,
          "required": true
        }
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          "slug": "present-manifests-to-your-users",
          "markdown_url": "https://synorb.com/agent-guides/present-manifests-to-your-users.md",
          "purpose": "Turn Manifests into one briefing for one reader. Write the opening from the scaffold's claims, label the evidence, and link every item to its source.",
          "approx_bytes": 47399,
          "required": false
        }
      ]
    },
    "daily_watch": {
      "label": "Run a daily or six-hour watch",
      "when": "Your user wants a recurring update (daily, every six hours, weekly).",
      "read": [
        {
          "slug": "get-a-key-with-connect",
          "markdown_url": "https://synorb.com/agent-guides/get-a-key-with-connect.md",
          "purpose": "Mint a working Synorb Key with no email and no card, store it safely, and keep it alive past the 72-hour demo. Tip: while you set up, a short note to your user helps. For example: 'I'm getting a Synorb demo key and connecting. This can take a minute or two.'",
          "approx_bytes": 4966,
          "required": true
        },
        {
          "slug": "output-contract",
          "markdown_url": "https://synorb.com/agent-guides/output-contract.md",
          "purpose": "The whole path in one guide. Connect, write one briefing for one reader, then run the daily cadence yourself. Read this first.",
          "approx_bytes": 8153,
          "required": true
        },
        {
          "slug": "choose-a-stream",
          "markdown_url": "https://synorb.com/agent-guides/choose-a-stream.md",
          "purpose": "A decision workflow from your user's need to a verified, committed Stream scope, with a free check that proves it returns what you expect.",
          "approx_bytes": 4583,
          "required": true
        },
        {
          "slug": "preflight-count-orient-plan",
          "markdown_url": "https://synorb.com/agent-guides/preflight-count-orient-plan.md",
          "purpose": "Check scope, size and cost for free before you read anything. Use count, orient and plan to spend usage only on content you will show.",
          "approx_bytes": 4944,
          "required": true
        },
        {
          "slug": "read-the-response-envelope",
          "markdown_url": "https://synorb.com/agent-guides/read-the-response-envelope.md",
          "purpose": "Understand coverage, temporal windows, usage, citations and the other fields wrapped around Manifests, so you know when an answer is safe to use.",
          "approx_bytes": 5631,
          "required": true
        },
        {
          "slug": "briefing-fields-and-profile",
          "markdown_url": "https://synorb.com/agent-guides/briefing-fields-and-profile.md",
          "purpose": "The fields on each presentation item, the briefing block with stories, themes and continuity, and the optional reader profile with its limits.",
          "approx_bytes": 7639,
          "required": true
        },
        {
          "slug": "freshness-and-available-through",
          "markdown_url": "https://synorb.com/agent-guides/freshness-and-available-through.md",
          "purpose": "Understand the three clocks that decide how current \"latest\" is, read them from the API, and never mistake a not-yet-available day for a quiet one.",
          "approx_bytes": 6081,
          "required": true
        },
        {
          "slug": "schedule-six-hour-and-daily-pulls",
          "markdown_url": "https://synorb.com/agent-guides/schedule-six-hour-and-daily-pulls.md",
          "purpose": "Run a reliable recurring check from your own runtime, with an overlapping lookback, deduplication by manifest ID, safe retries and monitoring that catches silent failure.",
          "approx_bytes": 17531,
          "required": true
        }
      ],
      "total_bytes": 59528,
      "then_if_needed": [
        {
          "slug": "present-manifests-to-your-users",
          "markdown_url": "https://synorb.com/agent-guides/present-manifests-to-your-users.md",
          "purpose": "Turn Manifests into one briefing for one reader. Write the opening from the scaffold's claims, label the evidence, and link every item to its source.",
          "approx_bytes": 47399,
          "required": false
        }
      ]
    },
    "comparison": {
      "label": "Compare or chart numbers",
      "when": "Your user wants a comparison, table or chart across Manifests.",
      "read": [
        {
          "slug": "get-a-key-with-connect",
          "markdown_url": "https://synorb.com/agent-guides/get-a-key-with-connect.md",
          "purpose": "Mint a working Synorb Key with no email and no card, store it safely, and keep it alive past the 72-hour demo. Tip: while you set up, a short note to your user helps. For example: 'I'm getting a Synorb demo key and connecting. This can take a minute or two.'",
          "approx_bytes": 4966,
          "required": true
        },
        {
          "slug": "output-contract",
          "markdown_url": "https://synorb.com/agent-guides/output-contract.md",
          "purpose": "The whole path in one guide. Connect, write one briefing for one reader, then run the daily cadence yourself. Read this first.",
          "approx_bytes": 8153,
          "required": true
        },
        {
          "slug": "choose-a-stream",
          "markdown_url": "https://synorb.com/agent-guides/choose-a-stream.md",
          "purpose": "A decision workflow from your user's need to a verified, committed Stream scope, with a free check that proves it returns what you expect.",
          "approx_bytes": 4583,
          "required": true
        },
        {
          "slug": "preflight-count-orient-plan",
          "markdown_url": "https://synorb.com/agent-guides/preflight-count-orient-plan.md",
          "purpose": "Check scope, size and cost for free before you read anything. Use count, orient and plan to spend usage only on content you will show.",
          "approx_bytes": 4944,
          "required": true
        },
        {
          "slug": "read-the-response-envelope",
          "markdown_url": "https://synorb.com/agent-guides/read-the-response-envelope.md",
          "purpose": "Understand coverage, temporal windows, usage, citations and the other fields wrapped around Manifests, so you know when an answer is safe to use.",
          "approx_bytes": 5631,
          "required": true
        },
        {
          "slug": "briefing-fields-and-profile",
          "markdown_url": "https://synorb.com/agent-guides/briefing-fields-and-profile.md",
          "purpose": "The fields on each presentation item, the briefing block with stories, themes and continuity, and the optional reader profile with its limits.",
          "approx_bytes": 7639,
          "required": true
        },
        {
          "slug": "charts-tables-and-infographics",
          "markdown_url": "https://synorb.com/agent-guides/charts-tables-and-infographics.md",
          "purpose": "When the numbers in a Manifest deserve a picture, how to build a table, chart or infographic from them, and how to stay honest about what the data supports.",
          "approx_bytes": 11001,
          "required": true
        }
      ],
      "total_bytes": 46917,
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        {
          "slug": "present-manifests-to-your-users",
          "markdown_url": "https://synorb.com/agent-guides/present-manifests-to-your-users.md",
          "purpose": "Turn Manifests into one briefing for one reader. Write the opening from the scaffold's claims, label the evidence, and link every item to its source.",
          "approx_bytes": 47399,
          "required": false
        }
      ]
    },
    "troubleshooting": {
      "label": "A pull came back empty or refused",
      "when": "A pull returned nothing, was refused, or looks incomplete.",
      "read": [
        {
          "slug": "get-a-key-with-connect",
          "markdown_url": "https://synorb.com/agent-guides/get-a-key-with-connect.md",
          "purpose": "Mint a working Synorb Key with no email and no card, store it safely, and keep it alive past the 72-hour demo. Tip: while you set up, a short note to your user helps. For example: 'I'm getting a Synorb demo key and connecting. This can take a minute or two.'",
          "approx_bytes": 4966,
          "required": true
        },
        {
          "slug": "output-contract",
          "markdown_url": "https://synorb.com/agent-guides/output-contract.md",
          "purpose": "The whole path in one guide. Connect, write one briefing for one reader, then run the daily cadence yourself. Read this first.",
          "approx_bytes": 8153,
          "required": true
        },
        {
          "slug": "choose-a-stream",
          "markdown_url": "https://synorb.com/agent-guides/choose-a-stream.md",
          "purpose": "A decision workflow from your user's need to a verified, committed Stream scope, with a free check that proves it returns what you expect.",
          "approx_bytes": 4583,
          "required": true
        },
        {
          "slug": "preflight-count-orient-plan",
          "markdown_url": "https://synorb.com/agent-guides/preflight-count-orient-plan.md",
          "purpose": "Check scope, size and cost for free before you read anything. Use count, orient and plan to spend usage only on content you will show.",
          "approx_bytes": 4944,
          "required": true
        },
        {
          "slug": "read-the-response-envelope",
          "markdown_url": "https://synorb.com/agent-guides/read-the-response-envelope.md",
          "purpose": "Understand coverage, temporal windows, usage, citations and the other fields wrapped around Manifests, so you know when an answer is safe to use.",
          "approx_bytes": 5631,
          "required": true
        },
        {
          "slug": "troubleshoot-empty-windows-and-missing-manifests",
          "markdown_url": "https://synorb.com/agent-guides/troubleshoot-empty-windows-and-missing-manifests.md",
          "purpose": "A step-by-step ladder that tells you whether an empty result is a quiet source, a not-yet-available day, a too-narrow filter or a real problem, before you tell your user anything.",
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          "required": true
        }
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          "slug": "present-manifests-to-your-users",
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          "purpose": "Turn Manifests into one briefing for one reader. Write the opening from the scaffold's claims, label the evidence, and link every item to its source.",
          "approx_bytes": 47399,
          "required": false
        }
      ]
    },
    "optional_workflows": {
      "when": "Optional second step. Read the one that matches your user's work, after your first delivery.",
      "read": [
        {
          "slug": "research-workflow-vc",
          "markdown_url": "https://synorb.com/agent-guides/research-workflow-vc.md",
          "purpose": "Watch a portfolio, track a thesis, follow public comparables and prepare partner meetings, with source-cited updates your investors can act on.",
          "approx_bytes": 4569,
          "required": false
        },
        {
          "slug": "research-workflow-technology-professionals",
          "markdown_url": "https://synorb.com/agent-guides/research-workflow-technology-professionals.md",
          "purpose": "Know what changed in the vendors, models, APIs and engineering practices your team depends on, with a weekly stack digest that says what it means for you.",
          "approx_bytes": 4663,
          "required": false
        },
        {
          "slug": "research-workflow-ai-founders",
          "markdown_url": "https://synorb.com/agent-guides/research-workflow-ai-founders.md",
          "purpose": "Follow competitors, the research frontier, infrastructure shifts and your market, and turn it into a weekly competitive brief with comparisons you can trust.",
          "approx_bytes": 5036,
          "required": false
        },
        {
          "slug": "research-workflow-research-teams",
          "markdown_url": "https://synorb.com/agent-guides/research-workflow-research-teams.md",
          "purpose": "Track literature and evidence reproducibly, with exact windows, a recorded query, stable paging and a claims-level evidence table every statement can be traced from.",
          "approx_bytes": 5929,
          "required": false
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      ]
    }
  },
  "topics": [
    {
      "id": "connect",
      "label": "Connect",
      "tagline": "Get a key, pick the right access point, and stay inside the limits.",
      "url": "https://synorb.com/agent-guides/topics/connect",
      "guides": [
        "choose-mcp-or-rest",
        "get-a-key-with-connect",
        "quotas-retries-and-pagination"
      ]
    },
    {
      "id": "find",
      "label": "Find streams",
      "tagline": "Search the inventory, read a Stream's schema, and resolve the names your user uses.",
      "url": "https://synorb.com/agent-guides/topics/find",
      "guides": [
        "search-streams-in-depth",
        "stream-schema-and-filters",
        "choose-a-stream",
        "source-channel-metadata-and-filters",
        "resolve-tags-and-entities"
      ]
    },
    {
      "id": "query",
      "label": "Query Manifests",
      "tagline": "Every filter, free previews, and how to read what comes back.",
      "url": "https://synorb.com/agent-guides/topics/query",
      "guides": [
        "manifests-filter-cookbook",
        "preflight-count-orient-plan",
        "read-the-response-envelope"
      ]
    },
    {
      "id": "read",
      "label": "Read and display",
      "tagline": "Understand a Manifest, then present it as a brief, table or chart people enjoy.",
      "url": "https://synorb.com/agent-guides/topics/read",
      "guides": [
        "manifest-anatomy-field-guide",
        "signals-briefs-and-records",
        "output-contract",
        "briefing-fields-and-profile",
        "present-manifests-to-your-users",
        "charts-tables-and-infographics"
      ]
    },
    {
      "id": "beacons",
      "label": "Beacons",
      "tagline": "Save, run, edit and scope standing watches.",
      "url": "https://synorb.com/agent-guides/topics/beacons",
      "guides": [
        "build-and-save-a-beacon",
        "run-and-edit-a-beacon",
        "beacon-scope-parent-stream-and-source-channel",
        "read-only-whats-new-from-a-beacon"
      ]
    },
    {
      "id": "freshness",
      "label": "Freshness and scheduling",
      "tagline": "Know how current latest really is, and run reliable recurring pulls.",
      "url": "https://synorb.com/agent-guides/topics/freshness",
      "guides": [
        "freshness-and-available-through",
        "schedule-six-hour-and-daily-pulls"
      ]
    },
    {
      "id": "workflows",
      "label": "Research workflows",
      "tagline": "End-to-end routines for investors, engineers, founders and research teams.",
      "url": "https://synorb.com/agent-guides/topics/workflows",
      "guides": [
        "research-workflow-vc",
        "research-workflow-technology-professionals",
        "research-workflow-ai-founders",
        "research-workflow-research-teams"
      ]
    },
    {
      "id": "troubleshoot",
      "label": "Troubleshooting",
      "tagline": "Find out why before you tell your user, and hand off cleanly when you cannot fix it.",
      "url": "https://synorb.com/agent-guides/topics/troubleshoot",
      "guides": [
        "troubleshoot-empty-windows-and-missing-manifests",
        "troubleshoot-channels-stale-crawls-and-quota",
        "support-handoff",
        "test-the-briefing-scaffold"
      ]
    }
  ],
  "guides": [
    {
      "slug": "choose-mcp-or-rest",
      "order": 1,
      "title": "Choose MCP, REST, or S3",
      "topic": "connect",
      "summary": "Pick the right Synorb access point for an interactive agent, a scheduled job, or a bulk history load, then make a first call that works.",
      "updated": "2026-10-07",
      "hash": "152d80f35e27",
      "approx_bytes": 5427,
      "recommended_for": [],
      "url": "https://synorb.com/agent-guides/choose-mcp-or-rest",
      "markdown_url": "https://synorb.com/agent-guides/choose-mcp-or-rest.md",
      "next": "get-a-key-with-connect",
      "related": [
        "quotas-retries-and-pagination",
        "schedule-six-hour-and-daily-pulls"
      ],
      "reference": [
        "https://synorb.com/docs/mcp",
        "https://synorb.com/docs/api",
        "https://synorb.com/agent-guide.md"
      ]
    },
    {
      "slug": "get-a-key-with-connect",
      "order": 2,
      "title": "Get a key with /connect",
      "topic": "connect",
      "summary": "Mint a working Synorb Key with no email and no card, store it safely, and keep it alive past the 72-hour demo. Tip: while you set up, a short note to your user helps. For example: 'I'm getting a Synorb demo key and connecting. This can take a minute or two.'",
      "updated": "2026-10-07",
      "hash": "bcd45ee1b550",
      "approx_bytes": 4966,
      "recommended_for": [
        "first_brief",
        "daily_watch",
        "comparison",
        "troubleshooting"
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      "url": "https://synorb.com/agent-guides/get-a-key-with-connect",
      "markdown_url": "https://synorb.com/agent-guides/get-a-key-with-connect.md",
      "next": "quotas-retries-and-pagination",
      "related": [
        "choose-mcp-or-rest",
        "troubleshoot-channels-stale-crawls-and-quota"
      ],
      "reference": [
        "https://synorb.com/auth",
        "https://synorb.com/agent-guide.md",
        "https://synorb.com/pricing"
      ]
    },
    {
      "slug": "quotas-retries-and-pagination",
      "order": 3,
      "title": "Quotas, retries and pagination",
      "topic": "connect",
      "summary": "Know which calls cost usage, which errors are safe to retry, and how to page through catalogs and Manifests without losing items.",
      "updated": "2026-10-07",
      "hash": "dacfbd74bd87",
      "approx_bytes": 6866,
      "recommended_for": [],
      "url": "https://synorb.com/agent-guides/quotas-retries-and-pagination",
      "markdown_url": "https://synorb.com/agent-guides/quotas-retries-and-pagination.md",
      "next": "search-streams-in-depth",
      "related": [
        "read-the-response-envelope",
        "troubleshoot-channels-stale-crawls-and-quota"
      ],
      "reference": [
        "https://synorb.com/agent-guide.md",
        "https://synorb.com/openapi.json",
        "https://synorb.com/pricing"
      ]
    },
    {
      "slug": "search-streams-in-depth",
      "order": 4,
      "title": "Search Streams in depth",
      "topic": "find",
      "summary": "Every way to search the Stream inventory, what each parameter does, how results are ranked and labelled, and the query patterns that answer real user questions.",
      "updated": "2026-10-13",
      "hash": "2f30bbab9ebe",
      "approx_bytes": 11666,
      "recommended_for": [],
      "url": "https://synorb.com/agent-guides/search-streams-in-depth",
      "markdown_url": "https://synorb.com/agent-guides/search-streams-in-depth.md",
      "next": "stream-schema-and-filters",
      "related": [
        "choose-a-stream",
        "stream-schema-and-filters"
      ],
      "reference": [
        "https://synorb.com/docs/mcp",
        "https://synorb.com/openapi.json"
      ]
    },
    {
      "slug": "stream-schema-and-filters",
      "order": 5,
      "title": "The Stream schema and every filter",
      "topic": "find",
      "summary": "What every field on a Stream means, which fields you can filter on, and exactly how each filter behaves across MCP and REST.",
      "updated": "2026-10-07",
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      "recommended_for": [],
      "url": "https://synorb.com/agent-guides/stream-schema-and-filters",
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      "related": [
        "search-streams-in-depth",
        "source-channel-metadata-and-filters",
        "manifests-filter-cookbook"
      ],
      "reference": [
        "https://synorb.com/docs/api",
        "https://synorb.com/openapi.json"
      ]
    },
    {
      "slug": "choose-a-stream",
      "order": 6,
      "title": "Choose a Stream",
      "topic": "find",
      "summary": "A decision workflow from your user's need to a verified, committed Stream scope, with a free check that proves it returns what you expect.",
      "updated": "2026-10-07",
      "hash": "62346a355ae7",
      "approx_bytes": 4583,
      "recommended_for": [
        "first_brief",
        "daily_watch",
        "comparison",
        "troubleshooting"
      ],
      "url": "https://synorb.com/agent-guides/choose-a-stream",
      "markdown_url": "https://synorb.com/agent-guides/choose-a-stream.md",
      "next": "source-channel-metadata-and-filters",
      "related": [
        "search-streams-in-depth",
        "preflight-count-orient-plan",
        "beacon-scope-parent-stream-and-source-channel"
      ],
      "reference": [
        "https://synorb.com/docs/mcp",
        "https://synorb.com/agent-guide.md"
      ]
    },
    {
      "slug": "source-channel-metadata-and-filters",
      "order": 7,
      "title": "Source-channel metadata and filters",
      "topic": "find",
      "summary": "Read where a Stream's content comes from, filter by who published it versus what it is about, and avoid asking for a Stream per channel.",
      "updated": "2026-10-07",
      "hash": "b065a522407b",
      "approx_bytes": 5951,
      "recommended_for": [],
      "url": "https://synorb.com/agent-guides/source-channel-metadata-and-filters",
      "markdown_url": "https://synorb.com/agent-guides/source-channel-metadata-and-filters.md",
      "next": "resolve-tags-and-entities",
      "related": [
        "beacon-scope-parent-stream-and-source-channel",
        "stream-schema-and-filters",
        "manifests-filter-cookbook"
      ],
      "reference": [
        "https://synorb.com/docs/mcp",
        "https://synorb.com/openapi.json"
      ]
    },
    {
      "slug": "resolve-tags-and-entities",
      "order": 8,
      "title": "Resolve tags and entities",
      "topic": "find",
      "summary": "Turn names of people, companies, places and topics into the canonical tags Synorb filters on, and use them without broadening or guessing.",
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