OPEN SOURCE

The tools we use to run AI at institutional standards.

Deploying agents inside a firm is an operations problem before it is a model problem. These are the tools we built to keep our own work reviewable, measurable, and consistent — released so your engineers can hold their agents to the same bar.

View on GitHub 100xopensource/100xtools

A firm that runs agents needs the same things it needs from an analyst: reviewable work, measurable quality, and consistent method across everyone doing the job.

Everything here is in use in the AI deployments we run. We built these tools because we needed them, they hold up under real client work, and they are the parts every serious deployment needs — so we publish them.

TOOL 01 CLAUDE CODE PLUGIN

100xdrift-check plugin

A useful skill gets copied. One plugin becomes twenty — and every copy needs maintaining.

Six months ago you copied a skill into five plugins. Today you fix a bug in one of them. The PR looks correct, CI is green, it ships — and the bug is still live in the other four, because nothing in the review told you they were related. 100xdrift-check reads the change, finds those copies, and comments on which ones need the same fix.

SIBLING DETECTION · LIVE
PR COMMENT
3 sibling copies may need this fix
plugins/support-bot
plugins/onboarding
plugins/analytics
plugins/sandbox — diverged, skipped

Siblings, not duplicates

Copies are allowed to diverge. Drift Check looks for shared ancestry and purpose, not identical text.

Advisory by design

It never rewrites files, propagates changes, or blocks a merge. It reports; you decide.

One question, answered

“Does this fix need to propagate anywhere else before we merge?” Asked at review time, not after.

Try it on a repo you already know is messy.

It is early. We especially want to hear where its sibling detection gets things wrong — open an issue.

Repo & install

These are the foundations. The system is the work.

Open tools give your engineers a shared standard. Turning your firm's data and judgment into agents that hold up in production is what we do with you.