Topic · Data & Analytics
Best product analytics skills for Claude Code, Codex and other agents.
- skills
- 139
- official
- 5
Product analytics skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | When the user wants to set up, improve, or audit analytics tracking and measurement. | Nexus-JPF/ | 869 | 6 repos | ~2.2k | Automated safety check: Pass | MIT | 4 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/ | 3.1k | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | 4 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/ | 22k | — | ~4.4k | Automated safety check: Pass | Apache-2.0 | today |
| 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/ | 1.5k | — | ~1.2k | Automated safety check: Pass | MIT | 4 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/ | 920 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 6 | Integrate Databuddy analytics using the SDK, REST API, or MCP. | databuddy-analytics/ | 1.2k | — | ~2.1k | Automated safety check: Pass | AGPL-3.0 | today |
| 7 | Analyze event logs, clickstreams, user paths, product funnels, retention, behavioral segments, transition graphs, step matrices, sequence patterns, and customer journeys using Retentioneering. | retentioneering/ | 920 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 8 | Analyze user retention and churn using survival analysis, cohort analysis, and machine learning. | liangdabiao/ | 290 | 1 repo | ~1.3k | Automated safety check: Notes | No licence | 5 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/ | 5.1k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 10 | 10.API Patterns Builds REST APIs using respondto blocks with Jbuilder templates following the 37signals same-controllers-different-formats philosophy. | dilolabs/ | 213 | 1 repo | ~2.5k | Automated safety check: Pass | MIT | 28 days ago |
| 11 | Analyze user conversion funnels, calculate step-by-step conversion rates, create interactive visualizations, and identify optimization opportunities. | liangdabiao/ | 290 | 2 repos | ~781 | Automated safety check: Notes | No licence | 5 mo ago |
| 12 | Design measurement frameworks including event taxonomy, KPI hierarchy, dashboard architecture, attribution models, and analytics implementation strategy. | rampstackco/ | 935 | 1 repo | ~2.4k | Automated safety check: Pass | MIT | today |
| 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/ | 14k | — | ~4.5k | Automated safety check: Pass | MIT | 4 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/ | 65k | 1 repo | ~1.3k | Automated safety check: Pass | AGPL-3.0 | today |
| 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/ | 822 | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | today |
| 16 | Add event tracking calls to Vue/Nuxt components in the Insights app using the useTrackEvent composable. | linuxfoundation/ | 280 | — | ~1.9k | Automated safety check: Pass | MIT | 6 days ago |
| 17 | When the user wants to set up, improve, or audit analytics tracking and measurement. | freekmurze/ | 1k | 12 repos | ~2k | Automated safety check: Pass | No licence | 2 days ago |
| 18 | When the user wants to set up, interpret, or improve their app analytics and tracking. | appeeky/ | 2.1k | — | ~1.6k | Automated safety check: Pass | MIT | yesterday |
| 19 | 19.Databuddy Help external users integrate Databuddy into their own apps. | databuddy-analytics/ | 1.2k | — | ~2k | Automated safety check: Pass | AGPL-3.0 | today |
| 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/ | 142 | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | 5 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/ | 27k | — | ~893 | Automated safety check: Pass | MIT | 22 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/ | 4.1k | — | ~1.9k | Automated safety check: Pass | MIT | today |
| 23 | Builds event tracking, activity feeds, and webhook systems following 37signals patterns with a generic Event model and Eventable concern. | dilolabs/ | 213 | 1 repo | ~3.3k | Automated safety check: Pass | MIT | 28 days ago |
| 24 | 24.H3 Ref2va The six-section MiniMax H3 full-reference (Ref2VA) contract the APNext H3 Reference Prompt Writer nodes emit - subjectdefinitions, summary, retentionanalysis, detaileddescription, overallsoundscape… | dagthomas/ | 290 | — | ~1.2k | Automated safety check: Pass | MIT | 1 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/ | 122 | — | ~4.3k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 26 | Analyzes uploaded cohort data to compute retention curves and feature adoption trends, builds heatmaps and charts, and suggests qualitative follow-up research. | phuryn/ | 27k | — | ~1.3k | Automated safety check: Pass | MIT | 22 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/ | 163 | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | today |
| 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/ | 159 | — | ~2.5k | Automated safety check: Pass | No licence | 2 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/ | 109 | 1 repo | ~469 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 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/ | 142 | — | ~492 | Automated safety check: Pass | Apache-2.0 | 5 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/ | 864 | — | ~1.5k | Automated safety check: Pass | MIT | 6 days ago |
| 32 | Creates minimal Action Mailer classes with bundled notification patterns following 37signals conventions. | dilolabs/ | 213 | 1 repo | ~2.6k | Automated safety check: Pass | MIT | 28 days ago |
| 33 | 33.Gtm Setup GTM Event Tracking & Setup Reference — dataLayer fundamentals, trigger types, variable types, GA4 tag configuration, debug mode, and best practices | cognyai/ | 104 | — | ~4.8k | Automated safety check: Notes | No licence | 3 mo ago |
| 34 | Klaviyo API and developer integration expertise. An agent skill from thatrebeccarae/claude-marketing. | thatrebeccarae/ | 162 | — | ~4.9k | Automated safety check: Notes | MIT | 4 mo ago |
| 35 | COD (cash-on-delivery) e-commerce operations skill. An agent skill from growthack88/growth-marketing-os. | growthack88/ | 115 | — | ~1.3k | Automated safety check: Pass | MIT | 5 days ago |
| 36 | Analyze user retention by cohort. An agent skill from guia-matthieu/clawfu-skills. | guia-matthieu/ | 150 | — | ~864 | Automated safety check: Pass | MIT | 6 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/ | 142 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 5 mo ago |
| 38 | Standard business metric calculation with industry benchmarks. | nimrodfisher/ | 465 | — | ~668 | Automated safety check: Pass | MIT | 12 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/ | 104 | — | ~1.4k | Automated safety check: Notes | No licence | 3 mo ago |
| 40 | Product analytics with posthog. An agent skill from langfuse/langfuse. | langfuse/ | 35k | — | ~3.2k | Automated safety check: Pass | Unknown | today |
| 41 | When the user wants to set up, audit, or optimize analytics tracking (GA4, events, conversions). | kostja94/ | 1k | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 42 | 42.Attribution 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/ | 869 | — | ~5.2k | Automated safety check: Pass | MIT | 4 days ago |
| 43 | Time-based cohort analysis with retention and behaviour tracking. | nimrodfisher/ | 465 | — | ~660 | Automated safety check: Pass | MIT | 12 days ago |
| 44 | Design or add Sesori product analytics. An agent skill from sesori-ai/sesori_apps_monorepo. | sesori-ai/ | 125 | — | ~1.8k | Automated safety check: Pass | Unknown | today |
| 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/ | 6.4k | 1 repo | ~458 | Automated safety check: Pass | ISC | 1 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/ | 27k | — | ~1.3k | Automated safety check: Pass | MIT | 22 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/ | 167 | — | ~562 | Automated safety check: Pass | MIT | 6 mo ago |
| 48 | 48.Usage Token usage tracking, cost estimation, and usage analytics. An agent skill from alsk1992/CloddsBot. | alsk1992/ | 2.9k | 1 repo | ~1.4k | Automated safety check: Pass | MIT | 5 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.