Search Skills

Identifies online communities where potential customers discuss problems and extracts their language patterns to inform market research and product development.

Offers ready-to-use templates for cold emails, guest posts, podcast pitches, and link building with follow-up sequences to enhance outreach efficiency.

Enables reliable real-time features with AnyCable patterns, supporting message delivery guarantees, presence tracking, and Action Cable migration for LLM streaming.

Automates backlog management across GitHub Issues, Linear, and files using .agents.yml configuration.

Generates synthetic test data with edge cases to validate ETL pipeline functionality and data transformations.

Enables product managers to prioritize features using RICE, ICE, and Opportunity Solution Trees frameworks.

Creates persona-journey grids for Answer Engine Optimization (AEO) content strategy, mapping user questions to buyer stages to optimize AI citations.

Enables data validation in pipelines with Great Expectations, featuring expectation suites, checkpoints, and data docs for monitoring.

Crafts research-backed press releases to enhance AI/LLM citation and establish industry authority.

Generates attention-grabbing hooks from 5 investor archetypes to find resonant angles for diverse audience motivations.

Assists in creating and refactoring Stimulus controllers using Hotwire conventions, target/value patterns, and JavaScript best practices.

Analyzes competitor positioning, identifies weaknesses, and crafts concise differentiators including taglines and short pitches for market entry or product refinement.

Configures continuous SQLite backups for Rails 8+ applications using Litestream, ensuring production database reliability and data integrity.

Documents solved problems in structured YAML-formatted entries for efficient knowledge retrieval and reference.

Automates creation of diverse social media assets from long-form content, including threads, carousels, and video scripts.

Analyzes git history and session files to extract patterns and recommend development artifacts based on frequency thresholds.

Optimizes DataFrame operations through chunked processing, memory efficiency, and vectorized computations for large-scale data handling.

Generates human-readable narratives from git history using customizable templates to enhance code change documentation.

Structures topics into engaging Twitter/X threads with viral hooks, escalating stakes, and strategic CTAs using proven arc patterns and templates.

Generates and validates startup ideas through market research, skill-market fit analysis, and iterative refinement for business strategy.

Guides creation of Ansible playbooks for server configuration, including hardening, package installation, and post-provisioning automation beyond cloud-init.

Guides writing cloud-init configurations for VM provisioning on cloud platforms (AWS, Azure, GCP, DigitalOcean) via Terraform/OpenTofu user_data blocks.

Guides creation of comprehensive Minitest tests for Ruby and Rails, covering test cases, fixtures, mocking, and Rails integration patterns.

Refactors Rails code using Rails conventions, Sandi Metz rules, and idiomatic Ruby patterns while maintaining test coverage.