Tool 01
KitAnti-Slop Kit
Portable, tool-agnostic agent skills and prompt cards that keep AI output from going generic and unverified. Skills plus agents for web, decks, and docs.
Get the kit on GitHubThe Hooman Loop / tools
Kits and critiques you can run today.
A launcher for the tools built inside Loop OS — self-serve kits, free critiques, and the operating system behind them. Fork what you can run yourself; request what you want us to run.
The catalog
Every tool, with the job it does.
Tool 02
CritiqueUX Crit
A principle-based UX critique of one public page — scored and prioritized findings across usability, hierarchy, accessibility, and more. Free intake plus a sample report.
Request a critiqueTool 03
CritiqueDataviz Crit
A scored critique of one dashboard or chart across six dataviz principles — encoding, data-ink, task fit, provenance, cognitive load, and annotation. Upload intake plus a sample report.
Request a critiqueTool 04
KitDataviz Kit
The self-serve toolkit behind Dataviz Crit — a spec-skills library and CSV-to-dashboard pipeline grounded in Tufte, Shneiderman, and Ben Fry. Fork it and run /dataviz-crit in Cursor.
Get the kit on GitHubTool 05
SystemBusiness OS
A case study and starter kit for running a business from one repo — strategy, offers, pipeline, and finance as a structured, human-readable operating layer.
See the case studyTool 06
SystemLoop OS
The AI operating system behind Hooman Loop: a self-hosted agent layer on a structured knowledge base. Data stays local, the system learns, and you start with one project.
About Loop OSTool 07
RosterLoop OS agents
The named roster inside Loop OS — who coordinates, who specializes, what runs underneath, and where human judgment stays in the loop. StraatBot, Scout, the Design Squad, and more.
See the rosterThe Hooman Loop
Not sure which tool fits?
The kits and critiques all come from the same practice: workflow clarity before tooling. If you want help picking where to start — or want your team's version — start with one working session.