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Managing Subscriptions

PostHogOfficialPublished by PostHog

  • Skill
  • Workflow
  • Data and AI
  • MIT
  • No issues found

From the author

Create and manage scheduled PostHog subscriptions for insight snapshots, dashboard snapshots, and AI prompt reports. Use when a user wants recurring email, Slack, or Microsoft Teams delivery; an AI summary; delivery history; schedule or recipient changes; a test delivery; pause, resume, or deletion; or help with subscription permissions, limits, billing, and failures. Use product alerts when delivery must depend on a threshold or anomaly.
— the description by PostHog

AutoGineer summary

Written by AutoGineer from the skill’s own files, not by the author

This skill provides a structured workflow for creating, updating, testing, and managing scheduled subscriptions in PostHog. It supports the delivery of insight snapshots, dashboard snapshots, and AI-generated prompt reports to email, Slack, or Microsoft Teams. The skill covers the full lifecycle of a subscription, including checking for duplicates, configuring delivery schedules, handling destination-specific requirements, and managing subscription status (pause/resume/delete). It also addresses operational considerations such as plan limits, AI credit usage, and troubleshooting delivery failures.

What it does

  • Creates recurring subscriptions for insights, dashboards, and AI prompt reports.
  • Manages subscription lifecycle including pausing, resuming, and deleting.
  • Configures delivery destinations for email, Slack, and Microsoft Teams.
  • Tests subscription delivery to verify configuration and connectivity.
  • Monitors delivery history and investigates potential failures.
  • Handles AI-specific requirements including credit usage and summary settings.

When to use it

  • When a user needs to schedule recurring reports or snapshots of product data.
  • When a user wants to change recipients, schedules, or destinations for existing subscriptions.
  • When troubleshooting why a scheduled report was not received.
  • When managing subscription limits or cleaning up unused reports to free up slots.
  • When verifying that a new Slack or Teams integration is correctly configured for delivery.

Advantages

  • Ensures consistent data delivery through a standardized, step-by-step process.
  • Prevents duplicate subscriptions by checking existing configurations before creation.
  • Provides clear guidance on handling sensitive credentials like Teams webhooks.
  • Integrates verification steps to confirm delivery success after configuration changes.
  • Helps manage organizational resources by tracking plan limits and AI credit usage.

Usage examples

“Set up a weekly email subscription for the 'User Retention' dashboard.”
The agent will list existing subscriptions to avoid duplicates, verify the dashboard ID, confirm the email recipients, set the weekly schedule, and offer to send an immediate test delivery.
“Pause my AI prompt report subscription.”
The agent will retrieve the subscription, confirm its status, and perform a partial update to set it to disabled, effectively pausing future deliveries.
“Why did my Slack subscription stop sending reports?”
The agent will check the delivery history for the subscription, verify the integration status, and suggest checking channel access or re-authenticating the Slack integration.
“Change the destination for my insight report to a new Slack channel.”
The agent will retrieve the current subscription, list available Slack channels, update the target value, and ask for approval before triggering a test delivery to the new channel.

Install

  1. Download the skill as a ZIP:

    https://mp-staging.autogineer.com/agent-skills/posthog/managing-subscriptions/download
  2. Unzip it into the cross-client skills folder of your project:

    mkdir -p .agents/skills && unzip managing-subscriptions.zip -d .agents/skills

Documentation by PostHog

Managing subscriptions

Subscriptions deliver product data on a fixed schedule. They support insight snapshots, dashboard snapshots, and AI prompt reports.

Read the relevant references

  • Read subscription-types.md before you select or change a resource type.

  • Read destinations.md before you create or change a destination.

  • Read operations.md for schedules, limits, billing, delivery checks, and failures.

  • Use creating-ai-subscription for the detailed prompt report creation workflow.

Choose the correct product

  • Use a subscription for fixed delivery, such as "send this dashboard every Monday."

  • Use a product alert for a condition, such as "notify me when conversion falls below 10%."

  • Use a reminder when the user wants a private prompt to inspect a resource later.

  • Use a Signals scout when an agent must decide what is important to report.

Subscriptions do not evaluate thresholds, recovery, consecutive breaches, or quiet hours. Snapshot subscriptions attempt each scheduled occurrence even when the saved results do not change.

Tools

ToolPurpose
posthog:subscriptions-listFind subscriptions
posthog:subscriptions-retrieveRead one subscription
posthog:subscriptions-createCreate a subscription
posthog:subscriptions-partial-updateChange, pause, or resume a subscription
posthog:subscriptions-test-delivery-createSend a test delivery
posthog:subscriptions-deliveries-listList delivery attempts
posthog:subscriptions-deliveries-retrieveRead one delivery
posthog:subscriptions-deleteStop all future deliveries
posthog:integrations-listFind a Slack integration
posthog:integrations-channels-retrieveFind Slack channels
posthog:dashboard-getRead dashboard tiles
posthog:insight-getResolve an insight ID

Create a subscription

  1. Call posthog:subscriptions-list and check for a duplicate.

  2. Select one resource type from subscription-types.md.

  3. Resolve the destination with destinations.md.

  4. Resolve the schedule with operations.md.

  5. Ask whether the user wants an immediate delivery.

  6. Set send_test_now to the user's choice.

  7. Call posthog:subscriptions-create.

  8. Read the saved subscription and check each requested field.

  9. If the user approved an immediate delivery, check its delivery record.

If creation times out or returns an uncertain result, list matching subscriptions before you retry. Creation is not idempotent. A blind retry can create a duplicate subscription and send a duplicate immediate delivery.

Do not infer missing recipients, channels, times, or time zones. Ask for these values before creation.

Find existing subscriptions

Use these list filters when they reduce ambiguity:

  • resource_type: insight, dashboard, or ai_prompt.

  • target_type: email, slack, or teams.

  • insight or insights: One insight ID or a comma-separated ID list.

  • dashboard: One dashboard ID.

  • dashboard_tiles: Insight subscriptions for live tiles on one dashboard.

  • created_by: One creator UUID.

Check for duplicates

Use search when the user supplied a title, insight name, dashboard name, or prompt text. Prompt subscriptions match their title and prompt text. Compare the resource, destination type, target, schedule, and enabled state.

A Teams result contains only the webhook host. One host can serve many channels. Do not use the host to identify a duplicate.

Show the title, schedule, creator, and creation date for possible Teams matches. Ask the user to select a subscription when these fields identify it. Create a new subscription when no field identifies the target channel.

Confirm the saved result

Check these fields after creation:

  • resource_type matches insight, dashboard, or ai_prompt.

  • target_type and the safe target label match the request.

  • enabled is true.

  • next_delivery_date matches the schedule and time zone.

  • The AI and delivery options match the user's choices.

Change a subscription

Call posthog:subscriptions-retrieve before each update. Before an update that can send a delivery, list the current delivery IDs. Then call posthog:subscriptions-partial-update with the changed fields.

Ask before an update that can send an immediate delivery. The MCP update tool cannot suppress an immediate delivery for these changes. If the user does not approve delivery, do not make the update.

  • Set enabled: false to pause delivery.

  • Set enabled: true to resume delivery.

  • Send the complete new target when you change recipients.

  • Send target_type and target_value together when you change the destination type.

  • Omit target_value to keep a saved Teams webhook URL.

  • Send the full new Teams webhook URL when you replace it.

The resource type cannot change. Create a new subscription when the user wants a different resource type.

Check the new next_delivery_date after a schedule update. An exhausted schedule cannot resume until the user extends or removes its end condition.

After an update that sends a delivery, poll for a new target_change delivery ID. Read that delivery until it reaches a final state. Then retrieve the subscription and check its final enabled value.

Test and inspect delivery

  1. Ask for approval unless the user already requested a test.

  2. List the current delivery IDs.

  3. Call posthog:subscriptions-test-delivery-create.

  4. Poll for a new manual delivery ID.

  5. Read the new delivery when the list result needs more detail.

Wait between polls and stop after two minutes. If delivery does not reach a final state, report the last state and suggest another check later.

A test sends a real message. The tool returns 202 after it queues the delivery. It returns 409 when another test is active or the subscription is disabled.

Delivery states are starting, completed, failed, and skipped. Filter the delivery list by status when you investigate a failure. A queued workflow does not prove delivery. A completed delivery can contain partial recipient failures. The MCP tools hide per-recipient results. Do not claim that each recipient succeeded.

Stop a subscription

Confirm the subscription ID and safe destination label. Ask for approval unless the user already requested deletion or unsubscribe. Then call posthog:subscriptions-delete.

Deletion is a one-way soft delete through MCP. It stops future deliveries and frees a plan slot. Create a new subscription if the user needs it again.

Report the result

  • State the resource type, destination type, schedule, and next delivery date.

  • State whether the subscription is enabled.

  • State whether AI features can consume AI credits.

  • Do not repeat email addresses unless the user needs them for confirmation.

  • Never repeat a Teams webhook URL.

  • creating-ai-subscription: Create a report from a free-text AI prompt.

  • building-a-dashboard: Create a dashboard before you subscribe to it.

  • adding-product-alerting: Notify users when data meets a condition.

  • managing-reminders: Schedule a private prompt to inspect a resource.

  • understanding-billing-usage: Investigate PostHog AI credit use.

Files

references/subscription-types.md

Subscription types

Select exactly one resource type at creation. The API derives resource_type from the populated field. It rejects a subscription that combines resource fields.

Resource typeSourceDestinationsAI behaviorType-specific options
insightOne saved insightEmail, Slack, TeamsOptional AI summaryNo dashboard tile selection
dashboard1 through 10 selected tilesEmail, Slack, TeamsOptional AI summaryTile selection and Slack image layout
ai_promptOne free-text promptEmail, Slack, TeamsAI report uses billable model callsAnalysis window and report display options

Insight snapshot

Set insight to the numeric insight ID. Use posthog:insight-get when the user supplied a short ID or insight URL.

The caller needs viewer access to the insight. The insight must belong to the current project.

An insight subscription sends the saved insight snapshot. It does not accept dashboard_export_insights or ai_prompt_config.

Dashboard snapshot

Set dashboard to the numeric dashboard ID. Set dashboard_export_insights to 1 through 10 insight IDs from that dashboard.

Use posthog:dashboard-get to read the tiles. Ask the user which tiles to include. Do not select the first tiles without approval.

Each selected insight must meet these requirements:

  • It belongs to the current project.

  • It is not deleted.

  • It is a tile on the selected dashboard.

  • The caller has viewer access to it.

AI prompt report

Set prompt to nonempty text with 4,000 characters or fewer. Do not set insight or dashboard.

Use creating-ai-subscription for the complete creation workflow. Use this type when the analysis is the product. Prefer a saved snapshot when an insight or dashboard already answers the request.

The AI planner creates HogQL and writes a report. The first successful delivery freezes its query plan for later runs. A prompt change clears the frozen plan. Enabling chart images also clears a plan that was frozen without images.

Analysis windows

Set ai_prompt_config.window.mode to one of these values:

ModeResult
since_last_sentAnalyze data since the last successful scheduled delivery
last_n_daysAnalyze a trailing period from 1 through 365 days
days_ago_rangeAnalyze an explicit range within the last 365 days

Manual and test deliveries do not move the since_last_sent anchor.

For last_n_days, set start_days_ago from 1 through 365. For days_ago_range, also set end_days_ago from 0 through 365. end_days_ago must be less than start_days_ago.

Prompt report display options

Set these optional fields in delivery_config:

  • include_images: Include generated chart images. The default is true.

  • include_feedback: Include report feedback links. The default is true.

  • include_manage_link: Include a subscription management link. The default is true.

  • include_posthog_hint: Include PostHog guidance in Slack. The default is true.

include_posthog_hint does not apply to email or Teams.

AI summary on a saved snapshot

Insight and dashboard subscriptions can attach an AI summary. Ask for approval before you enable it.

  • Set summary_enabled: true to enable the summary.

  • Set summary_prompt_guide to optional guidance with 500 characters or fewer.

  • Do not use these fields for an AI prompt report.

The snapshot remains the source for exact chart results. The model-written summary can contain an incorrect number.

If AI credits run out, PostHog skips the summary and still sends the snapshot.

Source changes after creation

A dashboard subscription stores selected insight IDs. It does not automatically select a replacement tile after a dashboard edit.

Before a dashboard owner removes, replaces, or deletes tiles, list its subscriptions. After the edit, update each affected dashboard_export_insights selection.

Delivery excludes deleted dashboard tiles. An empty effective selection can produce a delivery with no useful snapshot.

A hard deletion of the source insight or dashboard also deletes its subscription and delivery history. Use pause or soft deletion when the user needs to preserve subscription history.

Requirements and compatibility

Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta

“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.

Security

No issues found by our static scan· No issues found

A static scan is not a guarantee. Skills are third-party content: review a skill before you let an agent use it.

Attribution and licence

Published by
PostHog
Publisher
PostHog (Official)
Source
PostHog/skills · skills/omnibus/managing-subscriptions · commit a5d30e7
Licence
MIT License (redistribution allowed)
  • LICENSE (added by AutoGineer from LICENSE)
  • ATTRIBUTION.md (written by AutoGineer)
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