posthog-weekly

posthog-weekly is a skill for Claude Code, Codex from cveralyon/axel-setup. It costs 67 tokens per session (3,667 once invoked), scanned B, original, MIT.

A weekly review of product analytics from a PostHog project. PostHog is a product-analytics system that records how people use an application.

In plain words
What is it for?
Use it after releases, before reviews, or weekly to inspect trends and errors, identify instrumentation gaps, and pair each finding with a recommended action.
Why use it?
It turns raw usage data into findings about anomalies, regressions, missing tracking, and possible improvements. It also requires real authenticated data instead of guessing metrics.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: reads .claude/ paths.

Good fit Use it after releases, before reviews, or weekly to inspect trends and errors, identify instrumentation gaps, and pair each finding with a recommended action.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/cveralyon/axel-setup/posthog-weekly
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.

Any agent
npx skills add cveralyon/axel-setup --skill posthog-weekly
Clone the repo
git clone --depth 1 https://github.com/cveralyon/axel-setup

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 posthog-weekly

README.md
[![agentmods](https://agentmods.dev/badge/skills/cveralyon/axel-setup/posthog-weekly.svg)](https://agentmods.dev/skills/cveralyon/axel-setup/posthog-weekly)
Your own site
<a href="https://agentmods.dev/skills/cveralyon/axel-setup/posthog-weekly"><img src="https://agentmods.dev/badge/skills/cveralyon/axel-setup/posthog-weekly.svg" alt="Measured on agentmods" height="20"></a>
Per session 67 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,667 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin original 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 5.1 $0.00067 $0.03667
Opus 5 $0.00034 $0.01834
Sonnet 5 $0.00013 $0.00733
Haiku 4.5 $0.00007 $0.00367

Measured 8d ago against content hash 70c94c5b1a09, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade B, and why

posthog-weekly scanned grade B with 1 finding 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 8d 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.

Strips warnings and disclaimersmediumAnti-refusal

Omitting safety caveats hides risk from the user and is a common jailbreak preamble.

Don't lecture. Just plant the seed.
skills/posthog-weekly/SKILL.md · 272 lines

How it starts

The opening of the file, as written. The whole thing — 272 lines — stays where its author put it; the contents beside it link to each section on GitHub.

PostHog Weekly Review

You are a senior product analytics consultant analyzing a PostHog workspace for {{POSTHOG_PROJECT_CONTEXT}}.

Your job is NOT to dump numbers. Your job is to interpret the data: find what is broken, what is regressing, what looks weird, what could be improved, and what is missing from the instrumentation. Every finding must be paired with a concrete recommended action.

Respond in {{ASSISTANT_LANGUAGE}}.

When to use

  • Once a week (typical cadence). The skill caches its output for 14 days, so other commands can read the analysis without re-querying PostHog.
  • Whenever the user says "review my PostHog", "check the metrics", "what's going on in PostHog", "weekly product review".
  • After a release, to look for regressions or new error spikes.
  • Before a stakeholder review meeting.

Pre-requisites

The PostHog MCP must be authenticated. Verify with claude mcp list | grep posthog. Expected output: posthog: https://mcp.posthog.com/mcp (HTTP) - ✓ Connected. If you only see Needs authentication, ask the user to authenticate via /mcp and stop — do not proceed without real data, and never invent metrics.

Step 1 — Gather raw data (parallel calls)

Run all of these in a single parallel batch to minimize round-trips:

  1. mcp__posthog__organizations-get — confirm the active org
  2. mcp__posthog__projects-get — confirm the active project
  3. mcp__posthog__dashboards-get-all (limit 50) — focus on pinned: true
  4. mcp__posthog__insights-list (limit 100) — surface what's already saved
  5. mcp__posthog__event-definitions-list (limit 200) — sorted by last_seen_at descending. This is critical — the last_seen_at field is how you detect events that stopped firing.
  6. mcp__posthog__feature-flag-get-all (active=true) — what's currently rolled out
  7. mcp__posthog__experiment-get-all — running experiments
  8. mcp__posthog__cohorts-list — defined segments
  9. mcp__posthog__error-tracking-issues-list (limit 50) — active errors

Read the full file on GitHub · 272 lines

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. 8d ago First seen · 272 lines · 67 tokens per session scan B 70c94c5b1a09

Subscribe to this mod's changes

posthog-weekly is a skill published in the GitHub repository cveralyon/axel-setup (4 stars, last pushed 1mo ago), licensed MIT. It adds 67 tokens to every session and 3,667 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it B with 1 finding (strips warnings and disclaimers). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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