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Get changes

get_changes
Read-onlyIdempotent

Track added, changed, withdrawn, and removed startup credits, discounts, free tiers, perks, and deals through Sourcey's signed change feed after an optional cursor.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
cursorNoOpaque signed cursor returned by the previous change-feed page.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYes
release_idYes
diff_digestYes
next_cursorYes
snapshot_idYes
feed_contractYes
retained_from_release_idYes

TDQS

A4.2/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, non-destructive behavior. The description adds valuable context about the change feed semantics: signed cursor for pagination and the types of changes tracked (added, changed, withdrawn, removed). This goes beyond the annotations and helps the agent understand the tool's behavior.

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 a single, well-structured sentence that front-loads the core purpose and lists the entity types and action types. Every word contributes meaning, with no redundancy or filler.

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?

The tool has an output schema, so return format is covered there. The description explains the change feed purpose, the types of changes, and the optional cursor for pagination. It sufficiently distinguishes from sibling tools, though it could optionally mention ordering or limitations, but these are not essential given the output schema.

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 100% and the single optional cursor parameter is already fully described in the schema as an 'Opaque signed cursor returned by the previous change-feed page'. The description only mentions 'after an optional cursor', which adds minimal extra meaning beyond the schema's own description.

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 uses specific verbs and resources: 'Track added, changed, withdrawn, and removed startup credits, discounts, free tiers, perks, and deals'. It clearly distinguishes this tool from siblings by specifying the change feed nature, which contrasts with search, compare, and inspect tools.

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 clearly implies use for tracking changes over time via the signed change feed, with an optional cursor for pagination. It does not explicitly state when not to use it or mention alternative tools, but the context is clear enough for an agent to decide when to invoke it.

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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TDQS

A3.8/5.0
Disambiguation5/5

Each tool addresses a distinct concern: searching, comparing, tracking changes, inspecting evidence, and preparing declarations. There is no functional overlap that could cause an agent to select the wrong tool.

Naming Consistency5/5

All tool names follow the consistent verb_noun pattern (compare_offers, get_changes, inspect_evidence, prepare_declaration, search_offers) using lowercase with underscores, forming a predictable and uniform convention.

Tool Count5/5

With 5 tools, the server is well-scoped for its domain of startup deals and credits. Each tool serves a necessary role, and the count is neither too sparse nor bloated.

Completeness4/5

The tool surface covers core workflows: discovery, comparison, change tracking, and evidence inspection. A minor gap is the lack of a direct 'get one offer by ID' tool, but search_offers can serve that purpose, so agents can achieve results without major dead ends.