Topic · Product & Project Management

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

Skills that define product metrics, north-star measures and success criteria.
skills
124
official
8

Product metrics skills, ranked

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

Product metrics skills, ranked
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
1

When the user needs a comprehensive marketing plan for a client, a company they advise, or their own product.

Nexus-JPF/note-companion8705 repos~5.2kAutomated safety check: PassMITtoday
2

Scrape and extract public data from 27+ social media platforms using the ScrapeCreators REST API.

ScrapeCreators/social-media-research-skills3.3k1 repo~4kAutomated safety check: NotesMIT1 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/mistral-vibe5.1k—~2.2kAutomated safety check: PassApache-2.0today
4

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

rampstackco/claude-skills9401 repo~2.4kAutomated safety check: PassMITyesterday
5

Defines a testable hypothesis with clear success metrics and a validation approach.

product-on-purpose/pm-skills715—~966Automated safety check: PassApache-2.03 days ago
6

Agent teams that run growth experiments and build their own playbook.

glitch-rabin/swarma173—~4.4kAutomated safety check: NotesMIT6 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/context-hub14k—~5kAutomated safety check: PassMIT4 mo ago
8

OKF knowledge navigation. An agent skill from guhcostan/claude-mega-brain.

guhcostan/claude-mega-brain126—~588Automated safety check: PassMIT2 mo ago
9
9.Prd

Write structured feature specifications with problem statements, user journeys, use cases, functional requirements, and success metrics.

juanandresgs/claude-ctrl193—~2.9kAutomated safety check: PassNo licence2 mo ago
10

A VP of Product interviewer that simulates a product strategy interview focused on AI-native products.

PrepLabsAI/InterviewMentor112—~4.5kAutomated safety check: PassMITyesterday
11

Diagnose why a product metric changed (dropped, spiked, or plateaued) by orchestrating breakdowns, actors, paths, lifecycle, retention, and annotations queries.

PostHog/posthog40k—~1.9kAutomated safety check: PassUnknowntoday
12

Benchmarks a trained Physical AI Studio policy in a simulation gym and reports success metrics.

open-edge-platform/physical-ai-studio129—~1.2kAutomated safety check: PassApache-2.0today
13

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/rsc-harness167—~2.4kAutomated safety check: PassMITtoday
14

This skill helps users extract structured video list data and comment data from YouTube using the BrowserAct API.

browser-act/skills6.1k1 repo~1.7kAutomated safety check: PassMIT1 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/flyrank-ml-internship-starter140—~700Automated safety check: PassUnknown1 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/skill7.6k—~3.1kAutomated safety check: PassNo licenceyesterday
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/Product-Manager-Skills7.2k1 repo~4.1kAutomated safety check: PassUnknown1 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/manager-skills114—~2.4kAutomated safety check: PassMIT5 mo ago
19

Lean facilitator for creating, updating, and validating a product brief — the Analysis-phase foundation of the BMAD Method.

aj-geddes/claude-code-bmad-skills487—~1.7kAutomated safety check: NotesUnknown3 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/Product-Manager-Skills7.2k1 repo~5.8kAutomated safety check: PassUnknown1 mo ago
21

Essential tools and frameworks for modern product management, from discovery to delivery.

sickn33/agentic-awesome-skills47k3 repos~2.3kAutomated safety check: PassMITtoday
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/claude-skills1301 repo~1.4kAutomated safety check: PassMIT1 mo ago
23

Analyzes social media campaign performance across platforms with engagement metrics, ROI calculations, and audience insights for data-driven marketing decisions

alirezarezvani/claude-code-skill-factory8803 repos~772Automated safety check: PassMIT10 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/pm-skills27k—~1.3kAutomated safety check: PassMIT23 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/skills6.1k—~2.3kAutomated safety check: PassMIT1 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/skills6.1k—~2.7kAutomated safety check: PassMIT1 mo ago
27

Searches Threads posts by keyword or hashtag and returns matching posts with engagement metrics, extracted from SSR-embedded JSON.

browser-act/skills6.1k—~1.7kAutomated safety check: PassMIT1 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/skills6.1k—~2.3kAutomated safety check: PassMIT1 mo ago
29

Social media campaign analysis and performance tracking. An agent skill from alirezarezvani/claude-skills.

alirezarezvani/claude-skills28k1 repo~2.1kAutomated safety check: PassMIT1 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/coldoutboundskills742—~2kAutomated safety check: PassMIT2 days ago
31

Judge product usability and evidence quality. An agent skill from aryaniyaps/lamina.

aryaniyaps/lamina115—~432Automated safety check: PassApache-2.06 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/manager-skills114—~2.5kAutomated safety check: PassMIT5 mo ago
33

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/PoseCap224—~2.2kAutomated safety check: NotesApache-2.0yesterday
34

Interpret app metrics and make data-driven decisions. An agent skill from gustavscirulis/snapgrid.

gustavscirulis/snapgrid1171 repo~4.1kAutomated safety check: PassUnknown5 mo ago
35

Turn a feature idea into a clear PRD — problem, users, requirements, and success metrics.

holaboss-ai/holaOS11k—~571Automated safety check: PassUnknown1 mo ago
36

Socratic mentoring for junior developers and AI newcomers. An agent skill from github/awesome-copilot.

github/awesome-copilot40k1 repo~3.5kAutomated safety check: PassMITtoday
37

Analytics de produto — PostHog, Mixpanel, eventos, funnels, cohorts, retencao, north star metric, OKRs e dashboards de produto.

sickn33/agentic-awesome-skills47k2 repos~2.8kAutomated safety check: PassMITtoday
38

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/awesome-pm-skills429—~5kAutomated safety check: PassUnknownyesterday
39

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/claude-skills28k—~3.8kAutomated safety check: PassMIT1 mo ago
40

Explains PostHog billing usage and spend from the customer's visible Billing MCP tools.

PostHog/posthog40k—~3.2kAutomated safety check: PassUnknowntoday
41

Designs an A/B test or experiment with variants, success metrics, sample size, and duration for an existing hypothesis.

product-on-purpose/pm-skills715—~1.1kAutomated safety check: PassApache-2.03 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/marketplace43010 repos~293Automated safety check: PassNo licencetoday
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/agents40k—~2.5kAutomated safety check: PassMIT3 days ago
44

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/claude-code-bmad-skills487—~1.8kAutomated safety check: PassUnknown3 mo ago
45

Analyze website traffic, global rank, engagement metrics, and traffic sources for any domain.

Affitor/affiliate-skills699—~3.7kAutomated safety check: PassMIT23 days ago
46

Master metrics definition, KPI tracking, dashboarding, A/B testing, and data-driven decision making.

nicepkg/ai-workflow285—~2.1kAutomated safety check: PassMIT8 mo ago
47

Define measurable success metrics (KPIs) tied to product type during PRD v0.3 Commercial Model.

mattgierhart/PRD-driven-context-engineering180—~1.9kAutomated safety check: PassMIT1 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/posthog40k—~1.4kAutomated safety check: PassUnknowntoday

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.