logifai – Auto-capture development logs for Claude Code

Summary: logifai captures development logs in structured NDJSON format and enables Claude Code to search them via natural language queries. It streams logs through a Web UI and provides a URI-based referencing system to simplify log sharing and troubleshooting.

What it does

logifai pipes command output into a structured log file stored locally and integrates with Claude Code through a Skill to allow direct searching of logs. It features live streaming in a Web UI and a Log Reference tool that generates compact URIs for selected log lines.

Who it's for

Developers using Claude Code or similar AI assistants who want to streamline error diagnosis by avoiding manual log copying and pasting.

Why it matters

It eliminates the repetitive task of manually feeding logs to AI assistants, enabling faster and more efficient debugging through searchable, structured logs.