tdd-growth

Generate performance reports or analyze metrics

Generate growth tactics and experiment ideas

Analyze content for SEO optimization and provide recommendations

Adapt content for social media platforms (Twitter/X, LinkedIn, Instagram)

Track performance metrics, generate reports, provide data-driven recommendations

Design referral programs, partnership strategies, viral loops, and growth experiments

Perform keyword research, content optimization, meta tag writing, and SEO audits

Create and adapt content for social media platforms, plan engagement strategies

Deep analysis of emerging topics in Spanish-speaking data/AI communities. Delegate here for extended trend research requiring multiple source verification.

Optimize content for AI search engines (ChatGPT, Perplexity, Google AI Overviews). Use when: (1) Auditing content for AI citability, (2) Writing content designed to be cited by AI assistants, (3) Analyzing why content isn't being cited, (4) Adapting existing SEO content for answer engines. Spanish-language technical content focus.

Load when analyzing performance metrics, creating reports, setting up tracking, evaluating growth experiments, or any task involving data-driven decision making for content and audience growth. Contains KPIs, benchmarks, and reporting frameworks.

Plan and execute Bluesky growth strategy for audience building on the decentralized platform. Use when developing starter pack strategy, creating custom feeds, building community presence, or planning cross-platform promotion. Includes the three-feed system, starter pack tactics (43% of follows at peak), and authentic engagement strategies for this conversation-first platform.

Craft Bluesky posts optimized for the decentralized, user-controlled platform. Use when creating posts, replies, quote posts, or threads for Bluesky. Includes character limits, hashtag strategy for custom feed discovery, engagement tactics, and content patterns that work on this conversation-first platform.

Transform newsletter editions or articles into platform-optimized social posts. Use when you have a published newsletter/article and need to promote it across X/Twitter, LinkedIn, Instagram, and Bluesky. Generates a complete social media bundle with platform-specific adaptations, not cross-posted copies.

Load when planning referral programs, partnership strategies, viral loops, cross-promotion campaigns, or any subscriber/audience acquisition tactics. Contains proven growth strategies for newsletters and publications.

Craft Instagram feed posts (Reels, carousels, single images) optimized for the December 2025 algorithm. Use when creating content for Instagram feed, adapting newsletter content for IG, planning Reels hooks, or deciding between formats. Includes algorithm signals, format selection matrix, data visualization/infographic best practices, and Spanish-language patterns for LATAM.

Craft Instagram Stories optimized for engagement and retention in December 2025. Use when creating Story sequences, planning interactive content with stickers, driving traffic to links, or maintaining daily presence. Includes optimal slide count, sticker strategies, analytics interpretation, and templates for educational/newsletter content.

Plan LinkedIn content strategy, commenting engagement, and thought leadership campaigns. Use when planning weekly content calendars, developing commenting strategies for visibility, building topic authority, or coordinating newsletter promotion. Includes engagement tactics, growth benchmarks, and personal brand building frameworks for December 2025.

Craft LinkedIn posts (text, carousels, documents, video) optimized for the December 2025 algorithm. Use when creating individual LinkedIn posts, writing hooks, designing carousel content, or adapting newsletter content for LinkedIn. Includes algorithm signals, format selection, external link workarounds, and templates for thought leadership content.

Find and plan cross-promotion partnerships for newsletter growth. Use when: (1) Identifying potential newsletter swap partners, (2) Planning outreach to complementary publications, (3) Drafting partnership proposals, (4) Evaluating partnership fit. Produces partnership proposals with outreach templates in Spanish.

Design referral programs for newsletter growth. Use when: (1) Creating a new referral program, (2) Choosing referral rewards, (3) Writing referral copy in Spanish, (4) Planning referral program launch. Produces complete program specs with copy templates.

Load when optimizing content for search engines, performing keyword research, writing meta tags, analyzing SEO performance, or any task related to organic search visibility. Contains comprehensive SEO best practices for 2024-2025.

Load when creating social media content, adapting content for different platforms, planning social media strategy, analyzing engagement, or managing community interactions. Contains platform-specific best practices and content strategies.

Improve newsletter open rates through better subject lines. Use when: (1) Writing subject lines for tacosdedatos editions, (2) Analyzing why an edition had low open rates, (3) A/B testing subject line variants, (4) Reviewing subject lines before sending. Produces 5-10 variants with recommendations.

Plan and execute Substack growth strategy for subscriber acquisition and retention. Use when developing Notes strategy, setting up recommendations, planning cross-platform promotion, optimizing for discovery, converting free to paid, reducing churn, or building long-term newsletter growth. Includes the 20-minute daily routine, leaderboard optimization, and the recommendation network strategy.

Craft Substack newsletter posts optimized for engagement, open rates, and subscriber growth. Use when writing headlines/subject lines, structuring posts, crafting hooks, writing teasers for next issues, or adapting content between newsletter and Notes. Includes email-first optimization, the cliff-hanger technique, SEO integration, and Spanish-language patterns.

Mexico-first Spanish SEO for technical content. Use when: (1) Writing or optimizing Spanish technical content, (2) Choosing between regional Spanish variants, (3) Deciding when to use English vs Spanish terms, (4) Keyword research for LATAM audiences. Complements generic seo-guidelines skill with tacosdedatos specifics.

Scan data science and tech news sources for timely content ideas. Use daily or weekly to discover trending topics, emerging tools, and conversation starters for tacosdedatos content. Returns pitch candidates ranked by relevance and timeliness.

Craft tweets, threads, and long-form X posts optimized for the January 2026 algorithm. Use when creating individual posts for X/Twitter, adapting newsletter content for X, writing thread hooks, or optimizing post format (thread vs long-form). Includes current algorithm signals, Premium features, and Spanish-language patterns for LATAM audiences.

Plan multi-week Twitter/X campaigns for newsletter growth, content launches, or audience building. Use when creating content calendars, planning thread series, coordinating cross-platform promotion, or designing engagement strategies. Includes posting cadence, "reply guy" tactics, author diversity, out-of-network reach strategies, and campaign templates optimized for the January 2026 algorithm.