modeling-activation-metrics

modeling-activation-metrics is a skill for Claude Code, Codex from PostHog/posthog.com. It costs 192 tokens per session (1,186 once invoked), scanned A, original, no licence file.

A set of reusable data models for measuring activation, meaning whether users or accounts reach an early action that shows they understand the product. The models can be built in PostHog data views using HogQL or in an external dbt project.

In plain words
What is it for?
Use it to calculate activation rates, mark each user or account as activated, study the product’s “aha moment,” and assess onboarding success.
Why use it?
It gives teams a consistent way to define the product’s key early milestone and measure whether users reach it.

Skill for Claude CodeCodex

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/posthog/posthog.com/activation-metrics
Any agent
npx skills add PostHog/posthog.com --skill activation-metrics
Clone the repo
git clone --depth 1 https://github.com/PostHog/posthog.com

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for modeling-activation-metrics

README.md
[![agentmods](https://agentmods.dev/badge/skills/posthog/posthog.com/activation-metrics.svg)](https://agentmods.dev/skills/posthog/posthog.com/activation-metrics)
Your own site
<a href="https://agentmods.dev/skills/posthog/posthog.com/activation-metrics"><img src="https://agentmods.dev/badge/skills/posthog/posthog.com/activation-metrics.svg" alt="Measured on agentmods" height="20"></a>
Per session 192 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,186 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00192 $0.01186
Opus 5 $0.00096 $0.00593
Sonnet 5 $0.00038 $0.00237
Haiku 4.5 $0.00019 $0.00119

Measured 5d ago against content hash d236f12878a9, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

modeling-activation-metrics scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

contents/pocket-guides/context-warehouse/activation-metrics/SKILL.md · 83 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago First seen · 83 lines · 192 tokens per session scan A d236f12878a9

Subscribe to this mod's changes

modeling-activation-metrics is a skill published in the GitHub repository PostHog/posthog.com (1,134 stars, last pushed today), with no licence file. It adds 192 tokens to every session and 1,186 once invoked, about $0.0010 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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