Topic · Data & Analytics

Best product analytics skills for Claude Code, Codex and other agents.

Skills that plan event tracking and analyse funnels, cohorts and retention.
skills
139
official
5

Product analytics skills, ranked

Ranked by score. Sort bymost stars,trending,newest,recently updated

Product analytics skills, ranked
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
1

When the user wants to set up, improve, or audit analytics tracking and measurement.

Nexus-JPF/note-companion8696 repos~2.2kAutomated safety check: PassMIT4 days ago
2

Answers questions about website traffic, monitors, surveys, events and billing from a Tianji instance using read-only GET calls checked against its live OpenAPI document.

msgbyte/tianji3.1k—~1.5kAutomated safety check: PassApache-2.04 days ago
3

Shows how to add product analytics events to Opik's frontend, Java backend and Python SDK, all reporting through Segment to PostHog with an opik_ name prefix.

comet-ml/opik22k—~4.4kAutomated safety check: PassApache-2.0today
4

Runs HogQL queries against this project's PostHog data from the terminal using posthog-cli, with bundled scripts for dashboard metadata the CLI itself has no command for.

debugtheworldbot/keyStats1.5k—~1.2kAutomated safety check: PassMIT4 days ago
5

Help the user turn their Retentioneering ideas, friction reports, bug findings, or feature needs into high-quality upstream contributions: from capturing and validating the idea, through minimal…

retentioneering/retentioneering-tools920—~1.8kAutomated safety check: PassApache-2.0yesterday
6

Integrate Databuddy analytics using the SDK, REST API, or MCP.

databuddy-analytics/Databuddy1.2k—~2.1kAutomated safety check: PassAGPL-3.0today
7

Analyze event logs, clickstreams, user paths, product funnels, retention, behavioral segments, transition graphs, step matrices, sequence patterns, and customer journeys using Retentioneering.

retentioneering/retentioneering-tools920—~1.6kAutomated safety check: PassApache-2.0yesterday
8

Analyze user retention and churn using survival analysis, cohort analysis, and machine learning.

liangdabiao/claude-data-analysis-ultra-main2901 repo~1.3kAutomated safety check: NotesNo licence5 mo ago
9

Plans which analytics events and properties a new feature needs, checks them against the existing event registry, and verifies them per environment.

mistralai/mistral-vibe5.1k—~2.2kAutomated safety check: PassApache-2.0yesterday
10

Builds REST APIs using respondto blocks with Jbuilder templates following the 37signals same-controllers-different-formats philosophy.

dilolabs/nosia2131 repo~2.5kAutomated safety check: PassMIT28 days ago
11

Analyze user conversion funnels, calculate step-by-step conversion rates, create interactive visualizations, and identify optimization opportunities.

liangdabiao/claude-data-analysis-ultra-main2902 repos~781Automated safety check: NotesNo licence5 mo ago
12

Design measurement frameworks including event taxonomy, KPI hierarchy, dashboard architecture, attribution models, and analytics implementation strategy.

rampstackco/claude-skills9351 repo~2.4kAutomated safety check: PassMITtoday
13

Adds Olakai monitoring to an existing LLM application with minimal code changes, then configures custom KPIs so the dashboard tracks business outcomes instead of just token counts.

andrewyng/context-hub14k—~4.5kAutomated safety check: PassMIT4 mo ago
14

Adds telemetry events to the Warp codebase through its trait-based system, after agreeing with you what to track and why.

warpdotdev/warp65k1 repo~1.3kAutomated safety check: PassAGPL-3.0today
15

Add Temps analytics to React applications with comprehensive tracking capabilities including page views, custom events, scroll tracking, engagement monitoring, session recording, and Web Vitals…

gotempsh/temps822—~2.7kAutomated safety check: PassApache-2.0today
16

Add event tracking calls to Vue/Nuxt components in the Insights app using the useTrackEvent composable.

linuxfoundation/insights280—~1.9kAutomated safety check: PassMIT6 days ago
17

When the user wants to set up, improve, or audit analytics tracking and measurement.

freekmurze/dotfiles1k12 repos~2kAutomated safety check: PassNo licence2 days ago
18

When the user wants to set up, interpret, or improve their app analytics and tracking.

appeeky/aso-skills2.1k—~1.6kAutomated safety check: PassMITyesterday
19

Help external users integrate Databuddy into their own apps.

databuddy-analytics/Databuddy1.2k—~2kAutomated safety check: PassAGPL-3.0today
20

A skill your agent uses when you need GA4 + GTM tracking delivery from site discovery through publish, or when the right phase entry point is still unclear.

jtrackingai/analytics-tracking-automation142—~2.8kAutomated safety check: PassApache-2.05 mo ago
21

Validates an experiment's setup, works out lift, p-value and confidence interval from A/B test data, and recommends whether to ship, extend or stop.

phuryn/pm-skills27k—~893Automated safety check: PassMIT22 days ago
22

Query Executor's production telemetry — Axiom traces (executor-cloud dataset), prod Postgres via PlanetScale, PostHog product analytics — through the Executor MCP.

UsefulSoftwareCo/executor4.1k—~1.9kAutomated safety check: PassMITtoday
23

Builds event tracking, activity feeds, and webhook systems following 37signals patterns with a generic Event model and Eventable concern.

dilolabs/nosia2131 repo~3.3kAutomated safety check: PassMIT28 days ago
24

The six-section MiniMax H3 full-reference (Ref2VA) contract the APNext H3 Reference Prompt Writer nodes emit - subjectdefinitions, summary, retentionanalysis, detaileddescription, overallsoundscape…

dagthomas/comfyui_dagthomas290—~1.2kAutomated safety check: PassMIT1 mo ago
25

Rédige/actualise le plan de tracking Matomo métier (events/TRACKINGPLAN.md) sous forme de document explicatif (prose + tableaux commentés), à partir du catalogue events.extracted.json et du code…

SocialGouv/code-du-travail-numerique122—~4.3kAutomated safety check: NotesApache-2.0yesterday
26

Analyzes uploaded cohort data to compute retention curves and feature adoption trends, builds heatmaps and charts, and suggests qualitative follow-up research.

phuryn/pm-skills27k—~1.3kAutomated safety check: PassMIT22 days ago
27

Mine Boardsesh's PostHog telemetry (error tracking, session recordings, product analytics) with a multi-agent workflow, then file verified, deduplicated, severity-labelled GitHub issues.

boardsesh/boardsesh163—~2.1kAutomated safety check: PassApache-2.0today
28

Helps an Amplitude user design a custom agent by proposing use cases that fit their role and data, shaping a spec, and returning a Global Agent link that builds it.

amplitude/builder-skills159—~2.5kAutomated safety check: PassNo licence2 mo ago
29

Reads OpenPanel analytics through aai-cli: projects, raw event exports, aggregated insights for pages, referrers, devices and geography, and user profiles.

aai-labs/agent-barn1091 repo~469Automated safety check: PassApache-2.0yesterday
30

A skill your agent uses when the work starts from site-analysis.json and the user wants page-group authoring, grouping adjustments, or page-group approval.

jtrackingai/analytics-tracking-automation142—~492Automated safety check: PassApache-2.05 mo ago
31

Build a company-specific GEO backend tracking plan from a company name plus optional supporting information, using authoritative retrieval anchored on the official website, business-feature…

yaojingang/yao-geo-skills864—~1.5kAutomated safety check: PassMIT6 days ago
32

Creates minimal Action Mailer classes with bundled notification patterns following 37signals conventions.

dilolabs/nosia2131 repo~2.6kAutomated safety check: PassMIT28 days ago
33

GTM Event Tracking & Setup Reference — dataLayer fundamentals, trigger types, variable types, GA4 tag configuration, debug mode, and best practices

cognyai/claude-code-marketing-skills104—~4.8kAutomated safety check: NotesNo licence3 mo ago
34

Klaviyo API and developer integration expertise. An agent skill from thatrebeccarae/claude-marketing.

thatrebeccarae/claude-marketing162—~4.9kAutomated safety check: NotesMIT4 mo ago
35

COD (cash-on-delivery) e-commerce operations skill. An agent skill from growthack88/growth-marketing-os.

growthack88/growth-marketing-os115—~1.3kAutomated safety check: PassMIT5 days ago
36

Analyze user retention by cohort. An agent skill from guia-matthieu/clawfu-skills.

guia-matthieu/clawfu-skills150—~864Automated safety check: PassMIT6 days ago
37

A skill your agent uses when the user wants schema preparation, event design, selector validation, schema review, or event-spec generation.

jtrackingai/analytics-tracking-automation142—~1.1kAutomated safety check: PassApache-2.05 mo ago
38

Standard business metric calculation with industry benchmarks.

nimrodfisher/data-analytics-skills465—~668Automated safety check: PassMIT12 days ago
39

Turn a measurement plan into a Google Tag Manager spec — tags, triggers, variables, and copy-paste dataLayer snippets for every event

cognyai/claude-code-marketing-skills104—~1.4kAutomated safety check: NotesNo licence3 mo ago
40

Product analytics with posthog. An agent skill from langfuse/langfuse.

langfuse/langfuse35k—~3.2kAutomated safety check: PassUnknowntoday
41

When the user wants to set up, audit, or optimize analytics tracking (GA4, events, conversions).

kostja94/marketing-skills1k—~1.5kAutomated safety check: PassMITyesterday
42

When the user wants to figure out which marketing actually drives conversions and revenue, choose or interpret an attribution model, or reconcile conflicting numbers across tools.

Nexus-JPF/note-companion869—~5.2kAutomated safety check: PassMIT4 days ago
43

Time-based cohort analysis with retention and behaviour tracking.

nimrodfisher/data-analytics-skills465—~660Automated safety check: PassMIT12 days ago
44

Design or add Sesori product analytics. An agent skill from sesori-ai/sesori_apps_monorepo.

sesori-ai/sesori_apps_monorepo125—~1.8kAutomated safety check: PassUnknowntoday
45

A skill your agent uses when the user asks to inspect AltLLM Portal balance, redeem a promo code, review billing transactions, or view usage analytics by period, model, or API key using the local…

internet-court/internet-court-skill6.4k1 repo~458Automated safety check: PassISC1 mo ago
46

Designs a product metrics dashboard: a North Star and input metrics, a definition table with data sources, chart types and alert thresholds, and a screen layout.

phuryn/pm-skills27k—~1.3kAutomated safety check: PassMIT22 days ago
47

对用户参与度数据执行同期群分析——留存曲线、功能采用趋势及分层洞察。适用于按同期群分析用户留存、研究功能随时间的采用情况、调查流失规律,或识别参与度趋势。

killvxk/pm-skills-zh167—~562Automated safety check: PassMIT6 mo ago
48

Token usage tracking, cost estimation, and usage analytics. An agent skill from alsk1992/CloddsBot.

alsk1992/CloddsBot2.9k1 repo~1.4kAutomated safety check: PassMIT5 days ago

Questions, answered from the data.

What is the best product analytics skill?

Analytics from Nexus-JPF/note-companion ranks first of the 139 product analytics skills listed here, with the highest score: its repository has 869 GitHub stars, 6 other GitHub owners carry a copy, its SKILL.md loads about 2.2k tokens and it passes the automated safety check with no findings. Next come Tianji Read-Only Data Queries and Opik Analytics Instrumentation.

Which product analytics skills are official?

5 of the 139 product analytics skills are official, published by the vendor's own GitHub organization: Feature Analytics Instrumentation Planner, Creating Box Plot Insights, Querying Posthog Data, Building A Dashboard and Debugging MCP Analytics.

How are these skills ranked?

By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.