/improving-mcp-tools
Run an improve-my-MCP campaign: an autoresearch-style loop that measures the MCP agent experience with the eval harness, picks the highest-impact tool problem from production data, makes one bounded fix, and keeps it only if before/after scores improve. Use when asked to
$ npx -y skills add PostHog/ai-plugin --skill improving-mcp-tools --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.
- You can call itInvoke it directly when you want it.
- Slash command
/improving-mcp-tools
Context preview
The summary Claude sees to decide when to auto-load this skill.
Run an improve-my-MCP campaign: an autoresearch-style loop that measures the MCP agent experience with the eval harness, picks the highest-impact tool problem from production data, makes one bounded fix, and keeps it only if before/after scores improve. Use when asked to
Official PostHog plugin for AI clients. Access PostHog products directly from your AI coding tool.
Repo: PostHog/ai-plugin
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