By andrewsiah
Live eval for LLM personalization — measures how well your AI predicts your decisions over time
A Claude Code plugin that measures how well your AI actually gets you.
Gets It silently tracks decision points in your conversations — moments where you're choosing between options — and measures how accurately the LLM predicts what you'll pick. Over time, it builds a personalization score across four domains: work, personal, technical, and creative.
/plugin marketplace add andrewsiah/getsit
/plugin install getsit@andrewsiah-getsit
When prompted, select User scope to activate it across all projects.
That's it. The plugin runs silently in the background from now on — no flags, no configuration.
/plugin install getsit --path /path/to/getsit
You won't notice it running. That's by design — unbiased predictions require that you don't know when one is being made.
Ask Claude:
"Show me my Gets It dashboard"
Or run the dashboard directly:
python3 /path/to/getsit/scripts/dashboard.py
====================================================
Gets It Dashboard
====================================================
Overall: 72.0% (18/25)
Last 7d: 80.0% (8/10)
By Domain:
--------------------------------------------
personal [################....] 80.0% (4/5)
technical [##############......] 70.0% (7/10)
work [###############.....] 75.0% (6/8)
creative [##########..........] 50.0% (1/2)
Recent:
--------------------------------------------
[+] technical Chose Postgres over SQLite
[-] work Picked async over sync standup
[+] personal Went with morning routine
[+] technical REST over GraphQL
[+] work Monorepo over multi-repo
====================================================
Add --json for machine-readable output.
| Domain | Examples |
|---|---|
| work | Project decisions, prioritization, process |
| personal | Lifestyle, preferences, daily choices |
| technical | Architecture, tooling, languages, frameworks |
| creative | Design, naming, branding, aesthetics |
All data is local. Predictions are stored in ~/.getsit/predictions.jsonl — a plain-text file you can inspect, edit, or delete at any time.
No data leaves your machine. No accounts. No telemetry.
/plugin disable getsit@andrewsiah-getsit
Or remove it entirely:
/plugin uninstall getsit@andrewsiah-getsit
Your prediction data stays in ~/.getsit/ until you delete it yourself.
MIT
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npx claudepluginhub andrewsiah/getsit --plugin getsitCompile humans into AI agents through deep interviews. Conducts comprehensive behavioral interviews, analyzes work artifacts via MCP tools, and generates installable Claude Code plugins that embody a person's decision-making, communication style, and expertise.
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