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get_changes

Read-only

Fetch incremental changes from DC Hub since a timestamp: market movers, newly discovered facilities, new M&A deals, and news. Use 'since' parameter to avoid re-fetching everything.

Instructions

Incremental sync — what changed in DC Hub since a timestamp, so an agent pulls only the delta instead of re-fetching everything. Returns DCPI 7-day market movers, newly discovered facilities, new M&A deals + news. Pass since= or shorthand "24h"/"7d" (default 24h); cache the response generated_at and pass it back next call. Try: get_changes since=7d.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
sinceNo
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations declare readOnlyHint=true, and the description adds significant behavioral context: it returns specific content types (DCPI movers, facilities, deals, news) and advises to cache and pass back generated_at. No contradictions.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is two sentences, front-loaded with purpose, then specifics. Every sentence adds value. No wasted words.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given 0% schema coverage and no output schema, the description covers core functionality, parameter usage, and caching. However, it omits explanation of the 'limit' parameter, which is a gap.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 0%. The description explains the 'since' parameter (format, shortcuts, default) but does not mention the 'limit' parameter at all, leaving its semantics unclear.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool's purpose: 'Incremental sync—what changed in DC Hub since a timestamp'. It distinguishes from many data retrieval siblings like 'get_news' or 'get_facility' by focusing on delta updates.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description explains when to use: for delta pulls instead of full re-fetch. It gives an example ('Try: get_changes since=7d') but does not explicitly state when not to use or list alternatives.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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