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100xteam

Open source

We build in the open

We ship the tools we build and use. Built for teams running Claude at organization scale.

Runs on your machineNothing leaves your systems

For enterprise AI leaders

Chief AI Officer

What your company's Claude use is exposing, and what it's costing — worked out entirely on your own machine.

Rolling Claude out across a company creates cost, usage and risk that somebody eventually has to answer for. Chief AI Officer turns your own usage records into three reports a leadership team can act on.

View on GitHubPython 3.11+

Exposure Report

Finds sensitive information in the week's conversations, and separates what people typed from what connected systems handed back.

Waste Ledger

Matches what you're paying against who actually used it: licenses sitting idle, what dropping them is worth at renewal, the few people carrying most of the bill.

Value X-Ray

Which connected systems fail often enough that people quietly work around them, which ones nobody owns, and who has built Claude into their week rather than trying it once.

  • Works under your own encryption keys, HIPAA, or no outside network.
  • Covers the full week of conversations, not a sample of them.
  • Traces back to the exact conversation when you need it, generalizes when you share.

For plugin developers

Quality tooling for Claude Code plugins

A plugin is written instructions, not code with a build step — nothing goes red when its behavior quietly changes. These close that gap.

01

100xeval

Let the agent grade the agent. Point it at your plugin, your test cases and your quality rubric. It runs a live Claude session against the plugin, judges the output against your criteria, and reports pass/fail. Wire it to fire on every commit and quality-checking stops being a chore you keep meaning to get to.

View on GitHub
02

100xdrift-check

Stop fixes from landing in only one copy. When a pull request touches a watched file, it finds the sibling copies and posts a verdict for each one — likely-applies, different-on-purpose, conflicts, or unclear. Read-only by design: it reports, it never edits.

View on GitHub
03

100x-continuity

Hand a Claude session to a teammate. Work started in Claude often has to be carried on by someone else — tomorrow, on another machine, in another person's account. This generates a handoff plugin fitted to your team's own storage, with credential redaction built in.

View on GitHub

Want this running inside your organization?

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