Rules, not a model

Tool Finder

Say what you want to build. The finder matches keywords against the tools already on the card, then seats the highest score in each relevant role. It does not call a model, and a paid placement cannot move a pick.

Building on a budget? See what's free right now on the Free-Tier Tracker

Chatbot

Matched “a customer support chatbot” to Chatbot. Each seat is the top published score for that role.

Odds-onChat
Claude
Top chat score on the card. Long documents.
Tool page
89
Odds-onAgent framework
Claude Code
Top agent framework score on the card. Multi-file edits from the terminal.
Tool page
86
Odds-onCoder
Cursor
Top coder score on the card. Editing an existing repo.
Tool page
86
Odds-onResearch
NotebookLM
Top research score on the card. Briefing from a stack of your own documents.
Tool page
85

Starter prompt

Build a customer support chatbot for a small product. It should answer from a short FAQ and a handful of help docs I will paste, refuse questions those sources do not cover, and hand off to a human when it is unsure. Keep the tone brief. Show the reply and the source line it used.

Template

Product the bot supports:
Who is asking:
Sources it may use:
Questions it must answer:
Questions it must refuse:
Handoff rule:

Rules, not a model

Tool Finder

Reading the card…

Rules, not a model

Tool Finder

Building on a budget? See what's free right now on the Free-Tier Tracker

Chatbot

Matched “a customer support chatbot” to Chatbot. Each seat is the top published score for that role.

Odds-onChat
Claude
Top chat score on the card. Long documents.
Tool page
89
Odds-onAgent framework
Claude Code
Top agent framework score on the card. Multi-file edits from the terminal.
Tool page
86
Odds-onCoder
Cursor
Top coder score on the card. Editing an existing repo.
Tool page
86
Odds-onResearch
NotebookLM
Top research score on the card. Briefing from a stack of your own documents.
Tool page
85

Starter prompt

Build a customer support chatbot for a small product. It should answer from a short FAQ and a handful of help docs I will paste, refuse questions those sources do not cover, and hand off to a human when it is unsure. Keep the tone brief. Show the reply and the source line it used.

Template

Product the bot supports:
Who is asking:
Sources it may use:
Questions it must answer:
Questions it must refuse:
Handoff rule: