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creating-ai-subscription

Create a recurring AI-generated PostHog report — schedule a free-text prompt to run on a cron, with the LLM-synthesized markdown delivered to email or Slack on each tick. Use when the user wants a recurring AI summary of X on any cadence (daily, weekly, monthly, yearly) rather than a one-off report. (To attach an AI summary to an existing insight/dashboard subscription instead of a free-text prompt, see `managing-subscriptions` and its `summary_enabled` option.)

80

Quality

100%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

100%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body is a lean, highly actionable reference: concrete argument specs, worked examples, a precise Slack-target procedure, and explicit validation gates plus a post-creation verification checklist. It assumes Claude's competence throughout and keeps all content in one appropriately sectioned file with no needless external references.

DimensionReasoningScore

Conciseness

The body is dense and information-rich with no filler — it never explains what PostHog/cron/rrule are and assumes Claude's competence, so despite its length every section (gates, scopes, rrule semantics, retry behavior) earns its place.

3 / 3

Actionability

Provides copy-paste-ready YAML for required/optional args, two full worked examples, exact Slack `target_value` format `<channel_id>|<channel_name>`, and concrete tool names — fully executable guidance.

3 / 3

Workflow Clarity

Sequences the create flow with explicit validation checkpoints: the three 400-returning create-time gates ('stop and tell the user which one to fix'), the 3-step Slack target procedure, and the 'After it lands' confirmation of resource_type/enabled/next_delivery_date/prompt.

3 / 3

Progressive Disclosure

No bundle files exist and none are needed; the single SKILL.md is well-organized into clearly headed sections (When to use, Tools, Required/Optional args, Examples, Pitfalls, After it lands), and the only cross-reference is an appropriate sibling-skill disambiguation rather than nested bundle refs.

3 / 3

Total

12

/

12

Passed

Description

100%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description is concrete, trigger-rich, and self-disambiguating: it states multiple specific actions, includes natural 'Use when' cadence triggers, and redirects the adjacent insight/dashboard case to a sibling skill. It cleanly satisfies all four dimensions at the top anchor.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'Create a recurring AI-generated PostHog report', 'schedule a free-text prompt to run on a cron', 'LLM-synthesized markdown delivered to email or Slack' — rather than vague language, matching the score-3 anchor.

3 / 3

Completeness

Explicitly answers both what (create recurring AI-generated report delivered to email/Slack) and when via an explicit 'Use when the user wants a recurring AI summary of X...' trigger clause.

3 / 3

Trigger Term Quality

Natural user phrasing like 'recurring AI summary of X' with cadence variations 'daily, weekly, monthly, yearly' covers terms a user would actually say when needing this skill.

3 / 3

Distinctiveness Conflict Risk

Carves a clear niche (recurring AI prompt subscription) and explicitly disambiguates from the sibling `managing-subscriptions` skill via the parenthetical redirect, making wrong-skill triggering unlikely.

3 / 3

Total

12

/

12

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
PostHog/posthog
Reviewed

Table of Contents

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