← Windsor.aiCONTENT HISTORY

Update to Windsor.ai

Snapshot Nov 10, 2026 · 06:08 UTC · version 4.1.0

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WHAT CHANGED

Instructions updated for windsor

Full description — Now says: Prefer a more specific Windsor.ai skill when one fits (a platform such as Google Ads or GA4, a performance review, wasted-spend audit, campaign management,...

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Full description

Before

Sep 30, 2026 · 23:18 UTC

After

Nov 10, 2026 · 06:08 UTC

Prefer a more specific Windsor.ai skill when one fits (a platform such as Google Ads or GA4, a performance review, wasted-spend audit, campaign management, campaign launch, budget pacing or scheduled exports); use this one for other sour...

Skill instructions

Before

Sep 30, 2026 · 23:18 UTC

After

Nov 10, 2026 · 06:08 UTC

Prefer a more specific Windsor.ai skill when one fits (a platform such as Google Ads or GA4, a performance review, wasted-spend audit, campaign management, campaign launch, budget pacing or scheduled exports); use this one for other sour...

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SKILL.md text changes

− removed · + added

--- before
+++ after
@@ -1,6 +1,6 @@
 ---
 name: windsor
-description: Analyze marketing and business data and run supported write actions across 350+ sources through Windsor.ai. Use when the user asks about performance, metrics, or spend from any connected platform (ads, analytics, SEO, CRM, e-commerce, payments, warehouses), wants to compare channels, connect a source, run a supported action such as pausing a campaign or setting a budget, or schedule a recurring data export. Do not use for writing marketing copy or for general advice unrelated to the user's connected accounts.
+description: Analyze marketing and business data and run supported write actions across 350+ sources through Windsor.ai. Use when the user asks about performance, metrics, or spend from any connected platform (ads, analytics, SEO, CRM, e-commerce, payments, warehouses), wants to compare channels, connect a source, run a supported action such as pausing a campaign or setting a budget, or schedule a recurring data export. Prefer a more specific Windsor.ai skill when one fits (a platform such as Google Ads or GA4, a performance review, wasted-spend audit, campaign management, campaign launch, budget pacing or scheduled exports); use this one for other sources and anything those skills don't cover. Do not use for writing marketing copy or for general advice unrelated to the user's connected accounts.
 ---
 
 # Windsor.ai
Full technical diff · 2 changed fields

changed /description

BEFORE
"Analyze marketing and business data and run supported write actions across 350+ sources through Windsor.ai. Use when the user asks about performance, metrics, or spend from any connected platform (ads, analytics, SEO, CRM, e-commerce, payments, warehouses), wants to compare channels, connect a source, run a supported action such as pausing a campaign or setting a budget, or schedule a recurring data export. Do not use for writing marketing copy or for general advice unrelated to the user's connected accounts."
AFTER
"Analyze marketing and business data and run supported write actions across 350+ sources through Windsor.ai. Use when the user asks about performance, metrics, or spend from any connected platform (ads, analytics, SEO, CRM, e-commerce, payments, warehouses), wants to compare channels, connect a source, run a supported action such as pausing a campaign or setting a budget, or schedule a recurring data export. Prefer a more specific Windsor.ai skill when one fits (a platform such as Google Ads or GA4, a performance review, wasted-spend audit, campaign management, campaign launch, budget pacing or scheduled exports); use this one for other sources and anything those skills don't cover. Do not use for writing marketing copy or for general advice unrelated to the user's connected accounts."

changed /skill_md_contents

BEFORE
"---\nname: windsor\ndescription: Analyze marketing and business data and run supported write actions across 350+ sources through Windsor.ai. Use when the user asks about performance, metrics, or spend from any connected platform (ads, analytics, SEO, CRM, e-commerce, payments, warehouses), wants to compare channels, connect a source, run a supported action such as pausing a campaign or setting a budget, or schedule a recurring data export. Do not use for writing marketing copy or for general advice unrelated to the user's connected accounts.\n---\n\n# Windsor.ai\n\nWindsor.ai exposes live data (read) and supported write actions across 350+\nconnected sources through MCP tools. Every tool takes a `connector` id, a\nlowercase slug such as `google_ads` for Google Ads, `facebook` for Meta Ads\n(Facebook and Instagram Ads), or `googleanalytics4` for GA4. This app is not\nscoped to a single connector, so always discover the right slug and accounts\nfirst.\n\n## Golden rules\n- **Never guess** connector slugs, account ids, field ids, action ids, or option\n  ids. Get them from `get_connectors`, `get_fields`, `list_actions`, and\n  `get_options`, and call those before `get_data` or `execute_action`.\n- **Reads are safe; writes change live platform state.** Only call\n  `execute_action` after the user confirms the specific change.\n\n## Core read workflow\n1. `get_connectors` shows connected accounts and, per connector, the available\n   `actions` and `options`. Pass `include_not_yet_connected=True` to list every\n   available source.\n2. `get_fields` (and `get_options` for date-filter columns and connector\n   options) returns valid field ids for the chosen connector. Field ids passed\n   to `get_data` must come from `get_fields`.\n3. `get_data` reads the metrics for the connector, fields, accounts, and date\n   range, then you analyze the result.\n\n## Write actions\n- `list_actions` returns the write actions a connector supports and each action's\n  parameter schema. The set is whatever it returns, so do not assume an action\n  exists.\n- `execute_action` runs one action id against one account id with params matching\n  its schema. It modifies external platform state, for example pausing or\n  enabling a campaign, setting a budget or bid, managing an audience list or\n  flow, or posting content, so confirm the exact change with the user first.\n\n## Connecting a source\nFor any request to connect, authorize, add, or reconnect an account, call\n`get_connectors(include_not_yet_connected=True)` for the slug, then\n`get_connector_authorization_url` for a ready-to-open setup link, or\n`get_connector_connect_info` for the auth type and the manual credential fields.\nSensitive credentials are entered by the user in that form, never pasted into\nchat.\n\n## Scheduled exports (destinations)\n- `get_destinations` lists where data can be exported on a schedule (BigQuery,\n  Google Sheets, Snowflake, databases, storage) and any reusable credentials.\n- `get_destination_setup_info` describes a destination's target fields and\n  allowed schedules. `create_destination_task` sets up a recurring export;\n  confirm the source, destination, and schedule with the user first.\n\n## Support and account\n- `get_current_user` returns the authenticated Windsor.ai user.\n- `get_windsor_login_url` returns an auto-login link into the dashboard.\n- `contact_windsor` files feedback, a support request, or a feature request.\n"
AFTER
"---\nname: windsor\ndescription: Analyze marketing and business data and run supported write actions across 350+ sources through Windsor.ai. Use when the user asks about performance, metrics, or spend from any connected platform (ads, analytics, SEO, CRM, e-commerce, payments, warehouses), wants to compare channels, connect a source, run a supported action such as pausing a campaign or setting a budget, or schedule a recurring data export. Prefer a more specific Windsor.ai skill when one fits (a platform such as Google Ads or GA4, a performance review, wasted-spend audit, campaign management, campaign launch, budget pacing or scheduled exports); use this one for other sources and anything those skills don't cover. Do not use for writing marketing copy or for general advice unrelated to the user's connected accounts.\n---\n\n# Windsor.ai\n\nWindsor.ai exposes live data (read) and supported write actions across 350+\nconnected sources through MCP tools. Every tool takes a `connector` id, a\nlowercase slug such as `google_ads` for Google Ads, `facebook` for Meta Ads\n(Facebook and Instagram Ads), or `googleanalytics4` for GA4. This app is not\nscoped to a single connector, so always discover the right slug and accounts\nfirst.\n\n## Golden rules\n- **Never guess** connector slugs, account ids, field ids, action ids, or option\n  ids. Get them from `get_connectors`, `get_fields`, `list_actions`, and\n  `get_options`, and call those before `get_data` or `execute_action`.\n- **Reads are safe; writes change live platform state.** Only call\n  `execute_action` after the user confirms the specific change.\n\n## Core read workflow\n1. `get_connectors` shows connected accounts and, per connector, the available\n   `actions` and `options`. Pass `include_not_yet_connected=True` to list every\n   available source.\n2. `get_fields` (and `get_options` for date-filter columns and connector\n   options) returns valid field ids for the chosen connector. Field ids passed\n   to `get_data` must come from `get_fields`.\n3. `get_data` reads the metrics for the connector, fields, accounts, and date\n   range, then you analyze the result.\n\n## Write actions\n- `list_actions` returns the write actions a connector supports and each action's\n  parameter schema. The set is whatever it returns, so do not assume an action\n  exists.\n- `execute_action` runs one action id against one account id with params matching\n  its schema. It modifies external platform state, for example pausing or\n  enabling a campaign, setting a budget or bid, managing an audience list or\n  flow, or posting content, so confirm the exact change with the user first.\n\n## Connecting a source\nFor any request to connect, authorize, add, or reconnect an account, call\n`get_connectors(include_not_yet_connected=True)` for the slug, then\n`get_connector_authorization_url` for a ready-to-open setup link, or\n`get_connector_connect_info` for the auth type and the manual credential fields.\nSensitive credentials are entered by the user in that form, never pasted into\nchat.\n\n## Scheduled exports (destinations)\n- `get_destinations` lists where data can be exported on a schedule (BigQuery,\n  Google Sheets, Snowflake, databases, storage) and any reusable credentials.\n- `get_destination_setup_info` describes a destination's target fields and\n  allowed schedules. `create_destination_task` sets up a recurring export;\n  confirm the source, destination, and schedule with the user first.\n\n## Support and account\n- `get_current_user` returns the authenticated Windsor.ai user.\n- `get_windsor_login_url` returns an auto-login link into the dashboard.\n- `contact_windsor` files feedback, a support request, or a feature request.\n"
Full snapshot data
{
  "description": "Analyze marketing and business data and run supported write actions across 350+ sources through Windsor.ai. Use when the user asks about performance, metrics, or spend from any connected platform (ads, analytics, SEO, CRM, e-commerce, payments, warehouses), wants to compare channels, connect a source, run a supported action such as pausing a campaign or setting a budget, or schedule a recurring data export. Prefer a more specific Windsor.ai skill when one fits (a platform such as Google Ads or GA4, a performance review, wasted-spend audit, campaign management, campaign launch, budget pacing or scheduled exports); use this one for other sources and anything those skills don't cover. Do not use for writing marketing copy or for general advice unrelated to the user's connected accounts.",
  "included_files": [
    {
      "relative_path": "agents/openai.yaml",
      "size_in_bytes": 506
    }
  ],
  "name": "windsor",
  "skill_md_contents": "---\nname: windsor\ndescription: Analyze marketing and business data and run supported write actions across 350+ sources through Windsor.ai. Use when the user asks about performance, metrics, or spend from any connected platform (ads, analytics, SEO, CRM, e-commerce, payments, warehouses), wants to compare channels, connect a source, run a supported action such as pausing a campaign or setting a budget, or schedule a recurring data export. Prefer a more specific Windsor.ai skill when one fits (a platform such as Google Ads or GA4, a performance review, wasted-spend audit, campaign management, campaign launch, budget pacing or scheduled exports); use this one for other sources and anything those skills don't cover. Do not use for writing marketing copy or for general advice unrelated to the user's connected accounts.\n---\n\n# Windsor.ai\n\nWindsor.ai exposes live data (read) and supported write actions across 350+\nconnected sources through MCP tools. Every tool takes a `connector` id, a\nlowercase slug such as `google_ads` for Google Ads, `facebook` for Meta Ads\n(Facebook and Instagram Ads), or `googleanalytics4` for GA4. This app is not\nscoped to a single connector, so always discover the right slug and accounts\nfirst.\n\n## Golden rules\n- **Never guess** connector slugs, account ids, field ids, action ids, or option\n  ids. Get them from `get_connectors`, `get_fields`, `list_actions`, and\n  `get_options`, and call those before `get_data` or `execute_action`.\n- **Reads are safe; writes change live platform state.** Only call\n  `execute_action` after the user confirms the specific change.\n\n## Core read workflow\n1. `get_connectors` shows connected accounts and, per connector, the available\n   `actions` and `options`. Pass `include_not_yet_connected=True` to list every\n   available source.\n2. `get_fields` (and `get_options` for date-filter columns and connector\n   options) returns valid field ids for the chosen connector. Field ids passed\n   to `get_data` must come from `get_fields`.\n3. `get_data` reads the metrics for the connector, fields, accounts, and date\n   range, then you analyze the result.\n\n## Write actions\n- `list_actions` returns the write actions a connector supports and each action's\n  parameter schema. The set is whatever it returns, so do not assume an action\n  exists.\n- `execute_action` runs one action id against one account id with params matching\n  its schema. It modifies external platform state, for example pausing or\n  enabling a campaign, setting a budget or bid, managing an audience list or\n  flow, or posting content, so confirm the exact change with the user first.\n\n## Connecting a source\nFor any request to connect, authorize, add, or reconnect an account, call\n`get_connectors(include_not_yet_connected=True)` for the slug, then\n`get_connector_authorization_url` for a ready-to-open setup link, or\n`get_connector_connect_info` for the auth type and the manual credential fields.\nSensitive credentials are entered by the user in that form, never pasted into\nchat.\n\n## Scheduled exports (destinations)\n- `get_destinations` lists where data can be exported on a schedule (BigQuery,\n  Google Sheets, Snowflake, databases, storage) and any reusable credentials.\n- `get_destination_setup_info` describes a destination's target fields and\n  allowed schedules. `create_destination_task` sets up a recurring export;\n  confirm the source, destination, and schedule with the user first.\n\n## Support and account\n- `get_current_user` returns the authenticated Windsor.ai user.\n- `get_windsor_login_url` returns an auto-login link into the dashboard.\n- `contact_windsor` files feedback, a support request, or a feature request.\n"
}

SHA-256 of public snapshot: cdc8ddb5cf79b204bc2104bc425aafcf94d1ad22bc8f6085d8e8386bca60a9ea