What kind of documents does the skill create?

It generates a detailed X_STRATEGY.md file in your current directory and a discovery log in the /tmp/ folder to track the reasoning behind the strategy.

Does this plugin automatically post to Twitter?

No, it is a strategic planning tool. it conducts interviews and generates a roadmap document (X_STRATEGY.md) to guide your manual or automated posting efforts.

Is this useful for accounts with zero followers?

Yes, the skill includes a specific 'Phase 1' strategy focused on training the algorithm via engagement and retrieval alignment before you begin consistent posting.

How does this skill help with the X algorithm?

It uses an 'exposure equation' that prioritizes Engagement Density (D) and Retrieval Alignment (R) over raw follower counts, ensuring your content reaches the right audience.

X Growth Strategist

Name: X Growth Strategist
Author: doodledood

bydoodledood

•

Social Media Management

Conducts guided discovery interviews to generate personalized, algorithm-driven X growth strategies for developers and creators.

The define-x-strategy skill transforms Claude into a specialized social media consultant that helps you build an intentional, high-signal presence on X (formerly Twitter). By applying a mathematical growth model focused on engagement density and niche retrieval alignment, it moves beyond generic advice to provide a state-based roadmap. The skill guides you through a discovery process to assess your current phase, niche positioning, and time constraints, ultimately generating a comprehensive X_STRATEGY.md file with actionable daily checklists and content principles tailored to the platform's current recommendation algorithm.

Key Features

01Constraint-Aware Planning: Tailors daily and weekly engagement routines to match the user's actual availability.

02Algorithmic Modeling: Uses the exposure equation (S, D, R variables) to optimize content reach based on platform physics.

03State-Based Phasing: Categorizes growth into three distinct phases—algorithm training, network building, and content maximization.

04Guided Discovery Interview: Systematic questioning to uncover niche positioning, audience targets, and realistic time budgets.

05Actionable Strategy Output: Generates a structured Markdown strategy document and discovery logs for persistent progress tracking.

068 GitHub stars

Use Cases

01Established creators whose growth has plateaued and need to audit their engagement density and niche alignment.

02Developers building a personal brand to showcase projects and attract career opportunities.

03New users starting from zero who need to train the algorithm before posting to avoid the 'void'.

Key Features

01Constraint-Aware Planning: Tailors daily and weekly engagement routines to match the user's actual availability.

02Algorithmic Modeling: Uses the exposure equation (S, D, R variables) to optimize content reach based on platform physics.

03State-Based Phasing: Categorizes growth into three distinct phases—algorithm training, network building, and content maximization.

04Guided Discovery Interview: Systematic questioning to uncover niche positioning, audience targets, and realistic time budgets.

05Actionable Strategy Output: Generates a structured Markdown strategy document and discovery logs for persistent progress tracking.

068 GitHub stars

Use Cases

01Established creators whose growth has plateaued and need to audit their engagement density and niche alignment.

02Developers building a personal brand to showcase projects and attract career opportunities.

03New users starting from zero who need to train the algorithm before posting to avoid the 'void'.