Context
On Demand.

Why CTXOD

By default, Pazator feeds Zor a full database summary with every message -; counts, top risks, stats. This works, but it's wasteful: Zor gets the same summary even when asking something simple like "what's John's threat level?" CTXOD flips the model -; instead of dumping everything upfront, Zor fetches only what he needs using tools.

How It Works

CTXOD stands for Context On Demand. When enabled, Zor stops receiving the full context dump. Instead, he gets a system prompt listing available tools and their parameters. When he needs data, he responds with a JSON tool call, the app executes it, and the result is fed back to him -; all in the same conversation round.

User:  "Show me everyone with a credit score under 100"
Zor:   {"tool": "search_people", "params": {"query": "credit"}}
       → tool returns matching people
       → Zor reads results and answers naturally

Available Tools

When CTXOD is active, Zor has access to these tools:

• search_people -; search by name or any field
• get_person -; full details by ID or exact name
• list_all_people -; lightweight list of all entries
• list_all_entities ; all non-person entries
• get_tags -; list all tags
• search_by_tag -; find people by tag
• get_stats -; database statistics
• get_risk_summary -; threat level distribution
• list_cases -; all open cases
• search_chats -; search chat history
• find_connections -; shared attributes between people
• list_object_types -; object system categories with counts
• get_objects_by_type -; all values for a given object type
• get_object_detail -; details and connected humans for one object
• search_objects -; search across all object types
• add_object -; create a new object explicitly

When to Use CTXOD

CTXOD is ideal when you're asking targeted questions or performing specific actions. It saves tokens (and therefore cost) and keeps Zor focused. For broad analysis that needs the full picture, switch back to Full Context mode.

Toggle

The CTXOD toggle is in the Zor main panel, the button named "CTXOD" if you havent guessed that.

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Future Plans

This is just the beginning for CTXOD. Soon CTXOD will use the more object based system to find better context, and we'll be adding more tools based on user feedback. The goal is to make Zor's context fetching smarter and more efficient over time.