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Developer Growth Analysis

Checked
davepoon·vlatest·marketing·MIT

Analyzes developer community growth metrics to identify trends & opportunities for targeted marketing campaigns.

Repository

Install on your platform

Showing Claude Code. One command installs this skill into any of the agents below.

  1. 1

    Run this in your project

    terminal
    $ npx skills add davepoon/buildwithclaude --skill developer-growth-analysis -a claude-code

  2. Uses the open-source skills CLI and needs Node.js. Add -g to install it for your user instead of this project.

What we know about this skill

Publisher

davepoon

Taken from the source listing. We haven't verified who controls this account.

Install target

Live repository

Not pinned. Installing fetches whatever the repository holds at the time you run the command.

No human has reviewed this code. The checks below are a static scan of the files at one commit — nobody has run this skill or judged whether it works. A skill runs with whatever access you give your agent, so read the source before you install it.

Automated safety checks

scanned

This skill passed all 6 checks. We read its files at one commit and looked for the things that make a skill dangerous to run — not for whether it works.

  • Declares what it does: passed

    SKILL.md parses and declares a name and a description.

    SKILL.md exists, its frontmatter parses, and it declares a name and a description.

  • No undeclared network calls: passed

    Makes no network calls.

    Every host the skill dials — from its scripts, its config endpoints or the commands it tells the agent to run — is either well-known package and API infrastructure or declared in its own frontmatter. Links in documentation are not counted.

  • No obfuscated payloads: passed

    No encoded or obfuscated payloads.

    No base64, hex or compressed blob is decoded and then executed, and no encoded shell commands.

  • No credential access: passed

    Reads no keys, tokens, keychains or credential files.

    Neither the code nor the SKILL.md instructions read SSH keys, cloud credentials, keychains, token stores, browser cookie databases or dotfiles that hold secrets.

  • No pipe-to-shell installers: passed

    No pipe-to-shell or download-and-run installers.

    No `curl … | sh` pattern, in the code or in the instructions, that runs code fetched at run time.

  • Pinned to a commit: passed

    Scanned davepoon/buildwithclaude at fc03a95b41.

    The exact upstream commit SHA that was scanned is recorded, so the result refers to specific bytes.

Commit
fc03a95b41
Manifest
plugins/all-skills/skills/developer-growth-analysis/SKILL.md
Scanned
1 file, 312 lines
This is a static scan, not a review. It reads the skill's files; it does not run them, and it cannot tell you whether the skill is any good or whether the code does what its description says. A skill runs with whatever access you give your agent.
What each check looks for →

About this skill

The developer-growth-analysis skill enables AI agents to analyze historical data and generate actionable strategies for increasing user adoption, retention, and revenue. It specifically focuses on interpreting metrics like churn rates and engagement levels to recommend targeted growth tactics.

When to use it

  • You need to identify why a specific segment of users is leaving your platform.
  • You want to brainstorm new features or campaigns based on past performance data.
  • You are preparing a report for stakeholders that requires data-backed growth recommendations.
  • You need to compare current metrics against historical trends to spot anomalies.

Key capabilities

  • Analyzes historical user behavior and engagement patterns.
  • Generates specific, actionable strategies for improving retention.
  • Identifies key drivers behind revenue fluctuations or churn.
  • Provides insights tailored to different user segments.

Example prompts

  • "Analyze our last quarter's churn data and suggest three specific tactics to reduce it."
  • "Based on historical engagement metrics, what features should we prioritize to boost daily active users?"
  • "Generate a growth strategy report comparing our current retention rates against the previous year."

Tips & gotchas

Ensure you provide context about your specific product or industry when asking for strategies, as generic advice may not fit your unique constraints. This skill relies on historical data; it cannot predict future events without that baseline information.