Product & growth
15,252 rows from 2,124 repositories
Getting the thing in front of people and finding out if they want it.
- SEO2,927
- Marketing content482
- Social media2,169
- Sales & CRM1,883
- Analytics & metrics1,706
- Pricing & monetisation1,255
What Product & growth skills agree on
865 skill files read, by 694 of the 879 authors on this shelf whose files we hold, 2026-09-06
The middle one of the 142 measured here is ~1.7k tokens long, counted with cl100k_base
Counted by distinct author, so one author publishing three of these counts once. Where a claim sits in fewer files than authors, that is said: a claim held by forty authors across three files is one file people copied, not forty people who agreed. Near-identical wordings are grouped and the other wordings are shown, so the grouping is yours to check.
What they tell the agent to do
- Check for product marketing context first49 of 694 in 20 filesalso worded as Read product marketing context file first; Read product marketing context before asking questions
- Respond to every comment in real-time17 of 694 in 6 filesalso worded as Respond to every comment on launch day in real-time; Respond to every comment in real time on launch day
- Validate the why before building features18 of 694 in 4 filesalso worded as Validate the why before starting a feature; Validate the why before building
- Structure launch marketing across three channel types16 of 694 in 4 filesalso worded as Structure your launch marketing across three channel types; Structure launch marketing across three channels
- Ask one question at a time13 of 694also worded as Ask questions one at a time; Interview the user one question at a time
- Rank features using ICE scoring12 of 694 in 3 filesalso worded as Score features using ICE methodology; Rank features by ICE score
- Identify primary conversion goal11 of 694 in 3 files
- Identify traffic context11 of 694 in 3 files
- Evaluate headline effectiveness11 of 694 in 3 files
- Check visual hierarchy and scannability11 of 694 in 3 files
- Run product diagnostics11 of 694 in 3 files
- Pressure test product direction11 of 694 in 3 files
- Evaluate value proposition clarity11 of 694 in 3 filesalso worded as Analyze value proposition clarity; Analyze value proposition clarity first
- Look for trust signals11 of 694 in 3 filesalso worded as Look for trust signals and social proof
- Mark unresolved questions explicitly10 of 694 in 3 files
What they tell it not to do
- Do not write implementation-ready specifications14 of 694 in 6 filesalso worded as Do not write implementation code; Do not write implementation specs in this lane
- Do not invent a plausible entry to fill a field12 of 694 in 10 filesalso worded as Never invent a plausible entry to fill a field; Never invent a plausible entry
- Never fabricate statistics or testimonials12 of 694 in 10 filesalso worded as Never fabricate statistics, claims, or testimonials.; Do not invent testimonials or statistics
- Do not invent product truth10 of 694 in 3 files
- Do not dump all questions at once9 of 694 in 5 filesalso worded as Do not ask everything at once
- Do not deploy without a rollback plan8 of 694also worded as Never launch without a rollback plan
- Don't rely on rented channels as your only strategy8 of 694 in 2 filesalso worded as Do not rely on rented channels as your only strategy
- Do not skip steps8 of 694also worded as Do not skip this step; Do not skip a step
- Do not nest feature flags7 of 694
- Never combine multiple sections into one image7 of 694 in 3 filesalso worded as Never combine multiple sections into one frame.
What they expect to be installed
- git34 of 694
- python322 of 694
- python22 of 694 in 21 files
- node20 of 694
- npm19 of 694
- curl19 of 694 in 16 files
- SparkToro19 of 694 in 5 files
- ffmpeg19 of 694 in 16 files
- AskUserQuestion17 of 694 in 16 files
- gh17 of 694
What they ask it to produce
- PRODUCT-BRIEF.md26 of 694 in 12 filesalso worded as PRODUCTBRIEFmd; PRODUCT.md
- PRD15 of 694also worded as prd.md; PRDs
- Positioning statement13 of 694 in 12 filesalso worded as positioning statements
- brief.md13 of 694also worded as brief; brief-deck.md
- Quick wins12 of 694 in 4 files
- High-impact changes12 of 694 in 4 files
- Test ideas12 of 694 in 4 files
- Copy alternatives12 of 694 in 4 files
When Product & growth authors say to reach for one
The situations these authors wrote into their own files, counted out of the same 694 authors, with the skills that name each one
- Landing page22 of 694 in 20 files
- Frontend dev
- Housing copywriter
- Landing page
- Minimax ai skills frontend dev 1.0.1
- and 3 more on this shelf
- During weekly product reviews20 of 694 in 6 files
- Product lens
- and 5 more on this shelf
- When stuck choosing between features19 of 694 in 5 files
- Product lens
- and 5 more on this shelf
- Go-to-market18 of 694 in 13 files
- Gtm system architecture
- Pm launch plan
- Competitive analysis
- Wf product launch
- Launch strategy
- and 1 more on this shelf
- Positioning17 of 694 in 14 files
- Competitor analyst
- Product marketing
- Brand positioning
- Marketing product marketing
- and 2 more on this shelf
- Launch17 of 694 in 11 files
- Launch strategy
- and 1 more on this shelf
- Before starting any feature18 of 694 in 4 files
- Product lens
- and 5 more on this shelf
- Before a launch18 of 694 in 4 files
- Product lens
- and 5 more on this shelf
How Product & growth skills are built
13,687 skill directories by 1,705 authors, read from their repositories’ own file trees 2026-08-05
The middle bundle among those shipping files is 3 files, 16.0 KB beside SKILL.md
Counted by distinct author, same as above, so one author publishing forty template copies counts once. SKILL.md itself is not counted as a file, so a single-file skill is one where that file is the whole skill.
The shape
- SKILL.md is the whole skill502 of 1,705 authors, 7,088 of 13,687 skills
- files ship beside it1,203 of 1,705 authors, 6,599 of 13,687 skills
- executable scripts ship inside505 of 1,705 authors, 1,911 of 13,687 skills
The folders they converge on
- references/802 of 1,705 authors, 3,938 of 13,687 skills
- scripts/436 of 1,705 authors, 1,659 of 13,687 skills
- agents/236 of 1,705 authors, 840 of 13,687 skills
- assets/190 of 1,705 authors, 431 of 13,687 skills
- evals/131 of 1,705 authors, 748 of 13,687 skills
- examples/129 of 1,705 authors, 330 of 13,687 skills
PostHog/posthog/io.github.PostHog/mcp MCP server
no license37,662★ repoOfficial PostHog MCP Server for product analytics, feature flags, experiments, and more.
AgriciDaniel/claude-ads/ads Skill
7,944★ repoClaude-first paid-media operations skill for Claude Code across 12 ad platforms (Google, Meta, YouTube, LinkedIn, TikTok, Microsoft, Apple, Amazon, Reddit, Pinterest, Snapchat, X): source-grounded audits, deterministic scoring, versioned JSON reports, and capability-gated account changes.
Kaelio/ktx/packages/cli/src/skills/analytics Skill
1,540★ repoktx is an executable context layer for data and analytics agents 🐙 Allow Claude Code, Codex, or other AI agents to query analytical databases accurately and with full context of your company
ReScienceLab/opc-skills/skills/seo-geo Skill
1,282★ repoAgent Skills for Solopreneurs
Simulink single precision conversion
matlab/simulink-agentic-toolkit/skills-catalog/code-generation/simulink-single-precision-conversion Skill
no license933★ repoThe Simulink Agentic Toolkit gives your AI agent both the tools and the expertise to work effectively with Simulink and Model-Based Design.
kostja94/marketing-skills/skills/analytics/seo/google-search-console Skill
879★ repoAgent Skills for Marketing — SEO, Social, Influencer & More. 160+ open-source skills for SEO, content, 40+ page types, paid ads, channels, and strategies. Add project context; get tailored, production-ready output. Cursor, Claude Code, OpenClaw — no lock-in.
Bhanunamikaze/Agentic-SEO-Skill Skill
831★An LLM-first SEO analysis skill for Antigravity, Codex, Claude with 16 specialized sub-skills, 10 specialist agents, and 88 optional utility scripts used as evidence collectors.
indranilbanerjee/digital-marketing-pro/skills/ab-test-plan Skill
734★ repoOpen-source AI marketing plugin for agencies & in-house teams — 158 skills, 25 specialist agents, 12-Part Strategy Flow, Cowork team-persistent, EU AI Act Article 50 ready, 6-platform AEO/GEO incl. Google AI Mode. Installs on Claude Code, Cowork, Codex, Cursor, Copilot CLI, Antigravity. MIT-licensed.
nexscope-ai/eCommerce-Skills/affiliate-marketing-strategy Skill
675★ repoE-commerce skills for AI agents — product research, marketing automation, supply chain optimization, and business analytics for online sellers across Amazon, Shopify, Etsy, TikTok Shop, and all platforms.
coreyhaines31/makerskills/skills/business-brainstorm Skill
559★ repoAI agent skills for the personal operator's craft — decisions, research, second-brain, content rotation, scenario modeling, and meta-skills to author more. Works with Claude Code, Codex, Cursor.
sergebulaev/linkedin-skills/.codex-marketplace/linkedin-skills Skill
536★ repoClaude Code and Codex skills for LinkedIn growth: write human-sounding posts, craft comments that get noticed, analyze your feed, and build a publishing cadence, all from your terminal. Plug-and-play skills for content creators, founders, and marketers.
nexscope-ai/Amazon-Skills/amazon-a-plus-content Skill
532★ repoFree AI agent skills for Amazon sellers— keyword research, competitor analysis, listing audit & more. Works with OpenClaw, Claude Code, Cursor, Windsurf, Codex and any agent that supports the Skills format.
29 dropshipping mastery global
minhnv0807/ai-business-skills/modules/dropshipping/en/29-dropshipping-mastery-global Skill
527★ repo63 bilingual AI marketing skills (31 VN + 31 Global) for Claude Code, OpenCode, Codex, VS Code. Marketing strategy, content production, performance analytics, personal brand, AI avatar, dropshipping mastery, design master (8 design types). 4 regions (US/EU/SEA/LATAM) + Vietnam 2025-2026. Anthropic-pattern aligned. Companion: opa-kit.
jkawamoto/mcp-youtube-transcript/io.github.jkawamoto/mcp-youtube-transcript MCP server
463★ repoAn MCP server retrieving transcripts of YouTube videos
heliocosta-dev/revenue-centric-design Skill
no license455★Product-design, conversion & behavioral-science principles for SaaS
notque/vexjoy-agent/skills/business/business-ops Skill
415★ repoVexJoy AI Agent with Intelligent Routing - /do routes plain-English requests to the right specialist agent and gates the work with reviews, tests, and a learning loop.
gitroomhq/postiz-agent Skill
no license406★Postiz Agents CLI - connect it to Claude / OpenClaw / etc, to schedule social media posts 🤖
superdesigndev/superdesign-skill/skills/superdesign Skill
394★ repoThe design skill for Claude Code, Cursor and any coding agent. Stop shipping AI-slop UI: turn it into shippable, tasteful frontend. Install: npx skills add superdesigndev/superdesign-skill. Powered by superdesign.dev
seo-skills/seo-audit-skill Skill
380★A comprehensive SEO audit command-line tool with 108 audit rules across 12 categories. Analyze any website for SEO best practices, Core Web Vitals, security headers, structured data, accessibility, and more.
yanhua1010/self-media-content-workflow/skills/self-media-content-analytics Skill
365★ repo通用、模块化的自媒体内容生产与经营 Skills / A modular, tool-agnostic self-media content skill suite
taisly/agent/io.github.taisly/agent MCP server
264★ repoPublish videos to TikTok, Reels, Shorts, X, and Facebook through Taisly.
CosmoBlk/email-marketing-bible Skill
259★Email marketing skill for Claude Code. 55K words, 908 sources, 19 industry playbooks. Install the skill and Claude becomes your email marketing expert.
surendranb/google-analytics-mcp/io.github.surendranb/google-analytics-mcp MCP server
235★ repoGA4 MCP server for AI agents: schema discovery, server-side aggregation, analysis-ready defaults.
gbessoni/seobuild-onpage Skill
no license233★SEOBuild Onpage - The first AI agent that writes pages Google ranks AND LLMs cite. One command in, ranking page out. Built on DeerFlow, powered by 2026 SEO + GEO strategies tested / working. Forensic competitive analysis, 500-token chunk architecture, entity consensus, verification tags. BYOK GSC, DataforSEO. Works w/ OpenClaw, Claude Code, Codex
referodesign/refero_skill Skill
188★Research-first design skill for AI agents. 150K+ real app screens and flows via Refero MCP.
jtrackingai/analytics-tracking-automation Skill
133★AI-powered GA4 + GTM event tracking — automates site analysis, event schema, GTM sync, preview verification, and publishing. Works with Cursor, Codex, and any AI agent.
PixelOrange7/orangeo-ai-visibility-skill Skill
130★Open-source GEO / AEO skill for AI visibility readiness: check robots.txt, llms.txt, schema, citation signals, competitor gaps, and buyer prompts
mguozhen/social-bot Skill
no license109★Reddit & X auto-reply bot — browser-based, Claude AI generated replies for Solvea/VOC.ai
Infrasity-Labs/dev-gtm-claude-skills/.claude/extensions/ahrefs/skills/seo-ahrefs Skill
107★ repoOpen-source Claude skills for GEO, AI discoverability, and developer GTM workflows. Built for developer-focused companies that want their documentation to be found, parsed, and cited by AI systems.
share-skills/pi/claude-code/pi-en-progressive Skill
107★ repoPI（π）—— When The Art of War Meets Cognitive Science for Ai
Social media caption generator claude
rediumvex/social-media-caption-generator-claude Skill
105★Social media caption generator as a Claude skill — turn any text, script, or screenshot into ready-to-post captions for Instagram Reels, Carousel, TikTok, Threads, Facebook, YouTube Shorts. Algorithm-optimized for shares, saves, and completion rate. Built by @theromanknox (280K+ IG).
Wunderlandmedia/launchworthy/skills/launchworthy Skill
95★ repoA Claude Code skill that plays bouncer at the door of production: audits AI-built apps (Lovable, Bolt, v0, Cursor) across 5 domains and hands you a scored punch list with copy-paste fixes. MIT.
ScaleBrick/founder-marketing-skills/skills/audit Skill
88★ repoOpen-source marketing skills for founders. Keyword research, growth strategy, social search audit, competitor analysis. Install with npx skills.
N1arko/redaktura-skills/post Skill
no license83★ repoAgent Skills for Russian editing, writing, editorial policy, promo copy, posts, and UX copy.
Screaming Frog SEO Spider MCP Server
bzsasson/screaming-frog-mcp/io.github.bzsasson/screaming-frog-mcp MCP server
79★ repoCrawl websites, export SEO data, and manage crawls via Screaming Frog SEO Spider.
vyralcontent/content-skills/skills/viral-captions-and-ctas Skill
76★ repoA free Agent Skill for writing short-form hooks, scripts, and carousels for TikTok, Reels, and YouTube Shorts.
vonarmen-wq/forward-deployed-selling Skill
70★You ship with AI. Now sell with it. Enterprise sales methodology for the AI era — refined inside AWS. Free Claude skill, 60-second install.
kesslerio/attio-mcp-server/ai.smithery/kesslerio-attio-mcp-server MCP server
no license69★ repoConnect AI to your Attio CRM. Manage contacts, companies, deals, and sales pipelines. Create tasks…
mykpono/ultimate-seo-geo Skill
64★The definitive SEO + GEO skill for Claude. Full site audits with scored findings, AI search optimization (Google AI Overviews, ChatGPT, Perplexity), schema generation, E-E-A-T assessment, and 20 diagnostic scripts. Three modes: Audit → Plan → Execute.
Bria-AI/bria-skill/skills/bria-ai Skill
no license63★ repoClaude Code skills for Bria AI - generate, edit, and transform images with Fibo, RMBG-2.0, and VGL structured prompts
Agent startup and context ingestion
mvschwarz/openrig/packages/daemon/assets/plugins/openrig-core/skills/agent-startup-and-context-ingestion Skill
59★ repoMulti-agent harness that runs Claude Code and Codex together as one system
ningzimu/codex-gpt-image/skills/codex-gpt-image Skill
49★ repoOpenClaw/Claude Code SKILL.md for gpt-image-2 via Codex OAuth, no OPENAI_API_KEY required
belumume/claude-skills/deep-brainstorming Skill
no license47★ repoPersonal collection of Claude skills - growing as I discover patterns and solve real-world problems
allinherog-star/ai-skills/skills/account-research-sales-card Skill
no license47★ repoAI Skills（ai-skills.ai）是一个面向各行各业的 AI 技能库。可直接用于openclaw，Hermes，qclaw，claude code，codex等智能体平台。为你的职业发展、行业竞争力，增加更多可能。
sociilabs/claude-content-writer Skill
no license47★Write blog posts, social content, emails, and sales copy that sound like you wrote them. A Claude Code skill with phased workflow, platform conventions, and anti-AI auditing.
norahe0304-art/30x-seo/seo Skill
46★ repo23 production-ready SEO skills for Claude Code. Technical SEO, content optimization, keyword research, backlink analysis, and AI visibility monitoring.
ralfbecher/orionbelt-analytics/io.github.ralfbecher/orionbelt-analytics MCP server
no license45★ repoOntology-based MCP server for database schema analysis and RDF/OWL ontology generation
sergebulaev/x-skills/.codex-marketplace/x-skills Skill
43★ repoX (Twitter) marketing skills for Claude Code and Codex: write tweets, threads, and replies in your voice, strip AI tells, and publish via Publora. Open source, MIT.
ishwarjha/claude-marketing-research-skill/marketing-research Skill
43★ repoAn awesome Claude skill for structured marketing research system. Covers competitor analysis, avatar profiling, positioning, value propositions, and mental models.
Markifact: AI Performance Marketing
markifact/markifact-mcp/com.markifact/mcp MCP server
43★ repoAI marketing agent for Google Ads, Meta, GA4, TikTok, LinkedIn, Shopify, HubSpot and more.
anycap-ai/anycap/skills/anycap-ai-tool-seo Skill
42★ repoThe capability harness for AI agents. Skills over SDKs.
Linked-API/linkedin-skills/linkedin-growth Skill
42★ repoLinkedIn automation skills for AI agents – sales, social selling, data extraction, and more.
beingsmit/technical-product-gtm/skills/0-to-1-launch Skill
40★ repo11 go-to-market skills for AI and technical founders — positioning, pricing, partnerships, enterprise sales, PLG, AI GTM, and board communication.
antonioc-cl/sales-council Skill
39★Expert sales council with 6 advisors (Cialdini, Hormozi, Rackham, Voss, Klaff, Schwartz) for pricing, persuasion, negotiation, copywriting, and pitch strategies.
IJONIS/geo-lint/skills/content-creator Skill
38★ repoThe first open-source GEO linter. 92 rules for SEO, GEO, and content quality — built for AI agents to run, read, fix, and re-lint automatically.
aliengiraffe/vigilante/skills/docker-compose-launch Skill
36★ repoVigilante is a sandbox-first orchestration layer for coding agents. It isolates every task in a git worktree, enforces strict credential scoping, and gives you full audit logs — so your agents can't burn down production.
Agronomic experiment design starter
ma-compbio-lab/SkillFoundry/skills/agriculture-food-and-plant-science/agronomic-experiment-design-starter Skill
36★ repoA framework for discovering, compiling, and validating reusable skills for scientific agents.
adityaarsharma/youtube-marketing-skills Skill
34★Open-source agent-agnostic YouTube growth toolkit — 21 AI commands + live channel MCP. Works with Claude Code, Cursor, Codex, Windsurf, Gemini CLI & any MCP client. SEO, scripts, Shorts, thumbnails, analytics, WordPress publishing. Free VidIQ/TubeBuddy alternative.
Librecrawl — Technical SEO Audit MCP Server
adityaarsharma/librecrawl-technical-seo-audit-mcp/io.github.adityaarsharma/librecrawl-technical-seo-audit-mcp MCP server
34★ repoSelf-hosted technical SEO audit MCP. 50+ checks, WAF detection, ephemeral. Built on LibreCrawl.
Hainrixz/claude-seo-ai/skills/audit Skill
33★ repoThe SEO + AI-search (GEO/AEO) optimization toolkit for Claude Code — two-score audit + opt-in fixer. Built for 2026-2027.