x-algorithm-optimizer
X Algorithm Optimizer
Optimize content for X's algorithm based on actual engagement signal prediction (from xai-org/x-algorithm).
Core Insight: X's algorithm uses Grok-based transformers to predict 15 user-specific engagement signals. It optimizes for user relevance, not broad popularity.
When This Activates
- User asks to optimize tweets for X algorithm
- User wants to improve X/Twitter engagement
- User asks about thread strategy
- User mentions X growth or algorithm optimization
- User wants to maximize reach or engagement on X
The 15 Engagement Signals
X's algorithm predicts these signals per-user:
Positive Signals (Maximize)
More from shipshitdev/library
financial-operations-expert
Use this skill when users need help with business finances, tax planning, bookkeeping, profit/loss analysis, cash flow management, or multi-business financial tracking. Activates for "am I profitable," tax questions, accounting setup, or financial health checks.
1.6Kyoutube-video-analyst
Forensic-level deconstruction of YouTube videos to extract viral formulas, hooks, retention mechanics, and emotional engineering. Use when analyzing video transcripts to clone success patterns for new content.
897nestjs-testing-expert
Testing patterns for NestJS apps using Jest, covering unit, integration, and e2e tests.
546copywriter
Brand voice guardian and conversion-focused copywriter, specializing in direct, no-fluff copy that adapts to project's brand voice
378brand-name-generator
Generate creative brand names, company names, product names, or startup names. Includes naming strategies, brandability scoring, and domain availability checking.
317competitive-intelligence-analyst
Use this skill when users need to analyze competitors, monitor market movements, benchmark features/pricing, identify market gaps, or understand competitive positioning. Activates for "what are competitors doing," market analysis, or differentiation strategy.
301