Topic · Product & Project Management
Best product metrics skills for Claude Code, Codex and other agents.
- skills
- 124
- official
- 8
Product metrics 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 needs a comprehensive marketing plan for a client, a company they advise, or their own product. | Nexus-JPF/ | 870 | 5 repos | ~5.2k | Automated safety check: Pass | MIT | today |
| 2 | Scrape and extract public data from 27+ social media platforms using the ScrapeCreators REST API. | ScrapeCreators/ | 3.3k | 1 repo | ~4k | Automated safety check: Notes | MIT | 1 mo ago |
| 3 | 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 | today |
| 4 | Design measurement frameworks including event taxonomy, KPI hierarchy, dashboard architecture, attribution models, and analytics implementation strategy. | rampstackco/ | 940 | 1 repo | ~2.4k | Automated safety check: Pass | MIT | yesterday |
| 5 | Defines a testable hypothesis with clear success metrics and a validation approach. | product-on-purpose/ | 715 | — | ~966 | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 6 | 6.Swarma Agent teams that run growth experiments and build their own playbook. | glitch-rabin/ | 173 | — | ~4.4k | Automated safety check: Notes | MIT | 6 mo ago |
| 7 | Builds a new AI agent with Olakai monitoring from the start: CLI login, SDK integration, per-agent KPI configuration and an end-to-end check that data flows. | andrewyng/ | 14k | — | ~5k | Automated safety check: Pass | MIT | 4 mo ago |
| 8 | OKF knowledge navigation. An agent skill from guhcostan/claude-mega-brain. | guhcostan/ | 126 | — | ~588 | Automated safety check: Pass | MIT | 2 mo ago |
| 9 | 9.Prd Write structured feature specifications with problem statements, user journeys, use cases, functional requirements, and success metrics. | juanandresgs/ | 193 | — | ~2.9k | Automated safety check: Pass | No licence | 2 mo ago |
| 10 | A VP of Product interviewer that simulates a product strategy interview focused on AI-native products. | PrepLabsAI/ | 112 | — | ~4.5k | Automated safety check: Pass | MIT | yesterday |
| 11 | Diagnose why a product metric changed (dropped, spiked, or plateaued) by orchestrating breakdowns, actors, paths, lifecycle, retention, and annotations queries. | PostHog/ | 40k | — | ~1.9k | Automated safety check: Pass | Unknown | today |
| 12 | Benchmarks a trained Physical AI Studio policy in a simulation gym and reports success metrics. | open-edge-platform/ | 129 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | today |
| 13 | 13.Ab Testing A skill your agent uses when designing or analyzing a controlled experiment — falsifiable hypothesis, sample size from an MDE, reading significance/CI/power, CUPED, or rescuing tests that won't go… | ericrisco/ | 167 | — | ~2.4k | Automated safety check: Pass | MIT | today |
| 14 | This skill helps users extract structured video list data and comment data from YouTube using the BrowserAct API. | browser-act/ | 6.1k | 1 repo | ~1.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 15 | Frames a data/ML problem before any modeling — the decision, the action, the cost of a wrong call, task type, target, and success metric. | flyrank-bih/ | 140 | — | ~700 | Automated safety check: Pass | Unknown | 1 mo ago |
| 16 | 产品经理必备利器!当面临海量需求排期、用户调研分析和PRD撰写等场景时,使用此工具可一键计算RICE得分、自动提炼访谈洞察并快速生成标准PRD文档,大幅提升需求决策与产品交付效率,让规划更科学。 | anbeime/ | 7.6k | — | ~3.1k | Automated safety check: Pass | No licence | yesterday |
| 17 | Looks up SaaS finance metric definitions, formulas, benchmarks and red flags on demand, organized into revenue, unit economics, capital efficiency and efficiency ratios. | deanpeters/ | 7.2k | 1 repo | ~4.1k | Automated safety check: Pass | Unknown | 1 mo ago |
| 18 | Explains business financial terms and frameworks for engineering managers — produces term definitions (ARR, COGS, CAC, LTV, gross margin, burn rate, EBITDA, AARRR), translation formulas for making… | manager-dot-dev/ | 114 | — | ~2.4k | Automated safety check: Pass | MIT | 5 mo ago |
| 19 | Lean facilitator for creating, updating, and validating a product brief — the Analysis-phase foundation of the BMAD Method. | aj-geddes/ | 487 | — | ~1.7k | Automated safety check: Notes | Unknown | 3 mo ago |
| 20 | Explains and calculates SaaS revenue, retention and growth metrics such as MRR, ARPU, GRR and NRR, to read momentum, churn and product-market-fit signals. | deanpeters/ | 7.2k | 1 repo | ~5.8k | Automated safety check: Pass | Unknown | 1 mo ago |
| 21 | Essential tools and frameworks for modern product management, from discovery to delivery. | sickn33/ | 47k | 3 repos | ~2.3k | Automated safety check: Pass | MIT | today |
| 22 | A skill your agent uses when 王建硕 wants to systematically grow his X (Twitter) followers by running numbered, A/B-testable growth experiments and tracking which ones actually work. | jianshuo/ | 130 | 1 repo | ~1.4k | Automated safety check: Pass | MIT | 1 mo ago |
| 23 | Analyzes social media campaign performance across platforms with engagement metrics, ROI calculations, and audience insights for data-driven marketing decisions | alirezarezvani/ | 880 | 3 repos | ~772 | Automated safety check: Pass | MIT | 10 mo ago |
| 24 | 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 | 23 days ago |
| 25 | Scrapes posts from any public Facebook Page timeline, returning structured data including post text, author info, engagement metrics (likes/comments/shares), reaction breakdowns… | browser-act/ | 6.1k | — | ~2.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 26 | Scrapes posts from any public Facebook Page or personal Profile timeline, returning structured data including post text, author info with profile picture, engagement metrics (likes/comments/shares)… | browser-act/ | 6.1k | — | ~2.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 27 | Searches Threads posts by keyword or hashtag and returns matching posts with engagement metrics, extracted from SSR-embedded JSON. | browser-act/ | 6.1k | — | ~1.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 28 | Fetches public posts from a Threads user's profile page, extracting post text, engagement metrics, and media info from SSR-embedded JSON. | browser-act/ | 6.1k | — | ~2.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 29 | Social media campaign analysis and performance tracking. An agent skill from alirezarezvani/claude-skills. | alirezarezvani/ | 28k | 1 repo | ~2.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 30 | Pulls replies from a Smartlead campaign, classifies each as positive/neutral/negative/OOO/bounce/unsubscribe using Claude, and reports the positive reply rate — the north-star metric for cold email. | growthenginenowoslawski/ | 742 | — | ~2k | Automated safety check: Pass | MIT | 2 days ago |
| 31 | Judge product usability and evidence quality. An agent skill from aryaniyaps/lamina. | aryaniyaps/ | 115 | — | ~432 | Automated safety check: Pass | Apache-2.0 | 6 days ago |
| 32 | Helps engineering managers measure and improve team delivery — produces a history of why common metrics fail, the DORA four-key-metrics framework (deployment frequency, lead time, change failure… | manager-dot-dev/ | 114 | — | ~2.5k | Automated safety check: Pass | MIT | 5 mo ago |
| 33 | 33.Ad Spec Draft a feature-level specification at doc/specs/NNNN-<slug.md following the kit's six-layer artifact stack (Constitution → Domain → Product → Spec → Plan/Decisions → Code). | CorridorTech/ | 224 | — | ~2.2k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 34 | Interpret app metrics and make data-driven decisions. An agent skill from gustavscirulis/snapgrid. | gustavscirulis/ | 117 | 1 repo | ~4.1k | Automated safety check: Pass | Unknown | 5 mo ago |
| 35 | 35.Prd Writer Turn a feature idea into a clear PRD — problem, users, requirements, and success metrics. | holaboss-ai/ | 11k | — | ~571 | Automated safety check: Pass | Unknown | 1 mo ago |
| 36 | Socratic mentoring for junior developers and AI newcomers. An agent skill from github/awesome-copilot. | github/ | 40k | 1 repo | ~3.5k | Automated safety check: Pass | MIT | today |
| 37 | Analytics de produto — PostHog, Mixpanel, eventos, funnels, cohorts, retencao, north star metric, OKRs e dashboards de produto. | sickn33/ | 47k | 2 repos | ~2.8k | Automated safety check: Pass | MIT | today |
| 38 | 38.Metrics Builds your north star metric, a metric tree with owned input metrics and guardrails, and a review cadence, as a one-page metrics spec you can paste into a doc. | menkesu/ | 429 | — | ~5k | Automated safety check: Pass | Unknown | yesterday |
| 39 | 39.Pulse Multi-source recency research skill that takes the pulse of any topic across Reddit, Hacker News, the open web, and optionally X/Twitter within a configurable recent window (default 30 days). | alirezarezvani/ | 28k | — | ~3.8k | Automated safety check: Pass | MIT | 1 mo ago |
| 40 | Explains PostHog billing usage and spend from the customer's visible Billing MCP tools. | PostHog/ | 40k | — | ~3.2k | Automated safety check: Pass | Unknown | today |
| 41 | Designs an A/B test or experiment with variants, success metrics, sample size, and duration for an existing hypothesis. | product-on-purpose/ | 715 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 42 | This skill should be used when the user asks about "key startup metrics", "SaaS metrics", "CAC and LTV", "unit economics", "burn multiple", "rule of 40", "marketplace metrics", or requests guidance… | aiskillstore/ | 430 | 10 repos | ~293 | Automated safety check: Pass | No licence | today |
| 43 | Track, calculate, and optimize key performance metrics for SaaS, marketplace, consumer, and B2B startups from seed through Series A, including unit economics, growth efficiency, and cash management. | wshobson/ | 40k | — | ~2.5k | Automated safety check: Pass | MIT | 3 days ago |
| 44 | 44.Bmad Spec Distills ANY messy input — brain dump, transcript, long PRD, stakeholder notes, feature request, voice memo — into a tight five-field SPEC.md kernel that any downstream planning skill can consume. | aj-geddes/ | 487 | — | ~1.8k | Automated safety check: Pass | Unknown | 3 mo ago |
| 45 | Analyze website traffic, global rank, engagement metrics, and traffic sources for any domain. | Affitor/ | 699 | — | ~3.7k | Automated safety check: Pass | MIT | 23 days ago |
| 46 | Master metrics definition, KPI tracking, dashboarding, A/B testing, and data-driven decision making. | nicepkg/ | 285 | — | ~2.1k | Automated safety check: Pass | MIT | 8 mo ago |
| 47 | Define measurable success metrics (KPIs) tied to product type during PRD v0.3 Commercial Model. | mattgierhart/ | 180 | — | ~1.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 48 | Build reusable activation models — an activation-rate metric and a per-user/per-account activated flag — on either PostHog data-warehouse views (HogQL) or an external dbt project. | PostHog/ | 40k | — | ~1.4k | Automated safety check: Pass | Unknown | today |
Questions, answered from the data.
What is the best product metrics skill?
Marketing Plan from Nexus-JPF/note-companion ranks first of the 124 product metrics skills listed here, with the highest score: its repository has 870 GitHub stars, 5 other GitHub owners carry a copy, its SKILL.md loads about 5.2k tokens and it passes the automated safety check with no findings. Next come Scrapecreators API and Feature Analytics Instrumentation Planner.
Which product metrics skills are official?
8 of the 124 product metrics skills are official, published by the vendor's own GitHub organization: Feature Analytics Instrumentation Planner, Investigate Metric, Mentoring Juniors, Understanding Billing Usage, Modeling Activation Metrics and 3 more.
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.