A Chinese-language process for researching SEO opportunities, where SEO means improving pages so they can appear in search results. It studies user needs, keyword demand, search-result pages, and competing pages using Bing data.
A Chinese-language workflow for creating and implementing search-focused pages in an existing product repository. SEO means improving a page so it can be found and understood through search engines.
A Xiaohongshu content workflow for researching ideas, adapting the structure of popular posts, adding verified product information, creating images, checking compliance, and reviewing results after publishing. Xiaohongshu is a social platform where people share lifestyle and product content.
When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions 'AI SEO,' 'AEO,' 'GEO,' 'LLMO,' 'answer engine optimization,' 'generative engine optimization,' 'LLM optimization,' 'AI Overviews,' 'optimize for ChatGPT,' 'optimize for…
When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies. Also use when the user mentions 'churn,' 'cancel flow,' 'offboarding,' 'save offer,' 'dunning,' 'failed payment recovery,' 'win-back,' 'retention,' 'exit survey,' 'pause…
When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions 'psychology,' 'mental models,' 'cognitive bias,' 'persuasion,' 'behavioral science,' 'why people buy,' 'decision-making,' 'consumer behavior,' 'anchoring,' 'social proof,'…
Competitive gap analysis for a founder's product — a Diffmode growth-tactics think-tank research stage (prompt TT-DG-002). Find where a bootstrapped founder's resource constraints become structural advantages competitors CAN'T or WON'T replicate, across channel, audience, content, positioning, and execution-quality…
Synthesis BUILD stage — the FINAL stage of the Diffmode growth-tactics pipeline (fuses white-space ideation + founder-fit adaptation & merge — formerly two separate synthesis passes — into ONE reviewer-gated stage). Reads synthesis-explore.md (the validated emergent mechanisms) + synthesis-constraints.json +…
Synthesis EXPLORE stage for the Diffmode growth-tactics pipeline (fuses the blind-combination draw + emergent-mechanism derivation — formerly two separate synthesis steps — into ONE structural-check-only stage). Reads the per-run growth-factors.json (LIGHT vector DB) + synthesis-constraints.json + founder-input +…
Twitter/X Agent Operations SOP v2 — Rebuilt from real dual-account operations. Real data: • CN account: grew from 1,150 → 3,679 followers (14 months), 1 tweet/day, OAuth1 direct post • EN account: Buffer API • Real incidents: cron silent-failed for 2 weeks unnoticed, analytics data off by 17×, thread performance worse…
Use this skill to brainstorm ad concepts across problem, solution, comparison, proof, and curiosity angles, formats, and visual styles. Trigger it when planning a campaign, refreshing stale creative, testing messaging, or preparing creative briefs.
Use this skill to grade running ads as Red (stop), Yellow (hold), or Green (scale), detect creative fatigue, analyze LTV:CAC, and recommend scaling actions. Trigger it when reviewing campaign exports or deciding what to kill, keep, or scale.
Use this skill to identify and score acquisition channels by audience fit, speed, cost, effort, and learning value, then recommend the top three. Trigger it when choosing where to reach a defined audience, planning go-to-market, or replacing an underperforming channel.
Product analytics with your AI agent: set up consent-based tracking, read funnels, paths, retention, experiments, and context, then recommend the smallest growth action using the official Agent Analytics CLI.
Load when reflecting on AI collaboration quality or tracking growth over time. Analyzes session history to surface how deeply you think with AI tools and whether your orchestration sophistication matches your cognitive depth. Provides actionable nudges to push toward more strategic work.
Draft or rewrite one self-contained workplace message from supplied facts, source material, or a selected draft when one existing business contact, or one coherent group of existing business contacts sharing one communication job—awareness/status, decision, action, or reply—needs the same relevant facts and disclosure…
Chart a large, unclear marketing initiative as one shared decision map and resolve its decisions one at a time until the route to a brief, strategy, or plan is clear.
Land and deploy workflow. Merges the PR, waits for CI and deploy, verifies production health via canary checks. Takes over after /ship creates the PR. Use when: "merge", "land", "deploy", "merge and verify", "land it", "ship it to production". (gstack).
Interactive developer experience plan review. Explores developer personas, benchmarks against competitors, designs magical moments, and traces friction points before scoring. Three modes: DX EXPANSION (competitive advantage), DX POLISH (bulletproof every touchpoint), DX TRIAGE (critical gaps only). Use when asked to…
Weekly engineering retrospective. Analyzes commit history, work patterns, and code quality metrics with persistent history and trend tracking. Team-aware: breaks down per-person contributions with praise and growth areas. Use when asked to "weekly retro", "what did we ship", or "engineering retrospective". Proactively…
Run the Growth OS growth audit — SEO, page speed / Core Web Vitals, GEO (AI visibility), competitors, and a live GA4/GSC baseline — and write the results as an "## Audit Findings" section in the context hub. Use when someone runs /growth-os:audit, says "audit my growth," "how's my SEO," "give me a growth report,"…
Guided wizard for wiring up data sources. Scans .env for what's already connected, splits sources into 🟢 start-now (GA4, Search Console, MailerLite, PageSpeed) versus 🔴 needs-approval (Google Ads, Meta), links to docs/integrations/, and walks the user through it step by step — separating one-time developer approvals…
Build or update the Growth OS context hub — .agents/product-marketing.md — the single source of truth for the business's USP, UVP, ICP, positioning, and voice. Pre-fills from a business URL, confirms with the user through short batched questions, and writes idempotently. Use when someone runs /growth-os:context, says…