# Magic (projects)

dave8172's open source and live AI tools.

## Spellbook (open source)

Open source: code you can read, run and check.

- [doceval](https://quirkyagents.com/wizard/projects/doceval/index.md): Point it at your extractor and a labeled dataset. Get field-level accuracy, a failure taxonomy and per-document cost, without writing eval infrastructure.
- [tally-aiagent](https://quirkyagents.com/wizard/projects/tally-aiagent/index.md): Tally invents any master name it doesn't recognise, then reports success. This refuses names the books don't hold, and verifies every entry after posting.
- [upsweep](https://quirkyagents.com/wizard/projects/upsweep/index.md): Say "upsweep" to your AI agent. It lists the Upwork jobs that pass your filters and sums up what those clients keep asking for.

## Wands (live tools)

Live tools: wave one and see what it does.

- [affterms](https://quirkyagents.com/wizard/projects/affterms/index.md): Affiliate terms for 471 dev and SaaS tools, each figure sourced and dated. A calibrated model says which pages changed; a person reads them before any figure moves.
- [Magic Jev Ball](https://quirkyagents.com/wizard/projects/jevball/index.md): A Magic 8 Ball that reads the question first. The verdict is a calibrated probability from Jev, not a random pick from twenty phrases — and it shows its working.
- [waif](https://quirkyagents.com/wizard/projects/waif/index.md): What am I feeling? Text in, a feeling and an intent out — named in two stages by a calibrated model, with the eval that picked the design printed on the page.