The library

Frameworks and skills you can take away.

Not a blog. Every item here is a working tool: a method you can run against your own numbers, or a Claude Code skill you can install and use today. Take them, run them, keep them.

Open
Workshop the wall, tools included

Pull a folder off the wall. Everything here is the real thing, not a teaser. One page per tool, so you can take just the one you need.

Framework

Field-tested

The Skill Accuracy Framework

A repeatable loop to take any Claude Code skill from "kind of works" to accurate and autonomous. Aim, gold standard, test methods, iterate. 46% to 59%, every result proven.

Read the framework

Next on the shelf

On the bench

Runnable Claude Code skills

The skills themselves, packaged so you can drop them into your own Claude Code and run them. Each one ships with the benchmark it was measured against, not just a description. First up: a LinkedIn URL finder at 100% accuracy, zero false positives.

In progress

Seen enough?

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The library shows the methods. A 30-minute call shows whether they fit your pipeline.

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