Stop manually checking HuggingFace and GitHub every day to keep your AI agent current.The AI Scout Pipeline runs on your own machine and does it for you:• EVERY DAY (automatic, $0): it stages the newest AI research papers from HuggingFace and new + fastest-rising GitHub repo candidates (via a GitHub keyword search plus an OSS Insight trending feed) as clean, readable files. No AI tokens spent, no extra API keys.• ONCE A WEEK (opt-in — you flip one switch): the pipeline runs itself, your AI agent ranks the week's pile into ONE report, tags each item INTEGRATE / INVESTIGATE / WILDCARD / SKIP with a one-line reason, and writes a "review is ready" line to a log (or emails you if you set up SMTP). You open the report and decide what to build. Anything it's unsure about goes in a "Wildcards" list, catching more candidates than a keyword search alone.WHY IT'S SMARTTwo feeds, not one: a GitHub keyword search for new-with-traction repos AND an OSS Insight trending feed for repos gaining stars fastest this week. Daily collection spends nothing; the only tokens you spend are the weekly ranking (Claude Code tokens).OPTIONAL SECOND OPINION: if you have the codex-ask CLI installed, the pipeline auto-enables a "reconciled" tier where a second AI independently double-checks the top verdicts and shows any disagreements inline in the report. Works fully without it — the report footer always states which mode ran and how many verdicts were checked.WHAT YOU GET• One-command installer (no coding — paste one line, done)• The daily collector + the weekly auto-run + the /scout-weekly walkthrough skill for Claude Code• An illustrated setup guide and a full explainer of how it works• Fully editable — change what it hunts for in one listQUICK SETUP: unzip, run the installer, flip the on-switch when you're ready.REQUIREMENTS (please read before buying)• Claude Code (drives the weekly ranking — it spends Claude Code tokens)• macOS or Linux — Windows works via WSL• Python 3 (already installed on Mac/Linux)• No extra API keys, no paid services beyond Claude CodeUses HuggingFace, GitHub, and OSS Insight free public data feeds; not affiliated with any of them. Claude is a trademark of Anthropic PBC. This product is not affiliated with, endorsed by, or sponsored by Anthropic.