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Reqbeat Hiring Signals

Change feed since cursor

get_changes
Read-onlyIdempotent

The change feed, not a search: ledger events -- a req opened, re-observed, reposted or closed -- with event_seq > since, ascending, plus next_cursor. Replay with next_cursor instead of polling or re-searching; an empty page bills nothing and one change unit is metered per event returned. Filter by company_id, or by one exact event_type. limit is bounded -- page with the cursor rather than raising it. Free-tier callers see events at the same freshness floor as every other free read. This is the pull-based twin of watch_company (push via webhook).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
sinceYes
company_idNo
event_typeNo
plane_api_keyNoDeprecated: pass the key in the `X-API-Key` header, or omit the header for demo mode. Removed in 1.2.
idempotency_keyNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • addedInput schema / properties / plane_api_key / description
      Added value: +"Deprecated: pass the key in the `X-API-Key` header, or omit the header for demo mode. Removed in 1.2."
  2. First observed

TDQS

A4.8/5.0
Behavior5/5

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

Annotations already indicate read-only, idempotent, open-world. The description adds important context beyond annotations: billing ('empty page bills nothing', 'one change unit is metered per event returned'), event ordering, cursor mechanics, and free-tier freshness behavior. 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?

Every sentence adds information: purpose, cursor usage, billing, filters, limit, free-tier, sibling relationship. The most critical scoping and usage info is front-loaded. Slightly dense, but 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?

With no output schema, the description covers the main concerns: cursor, billing, filters, and push/pull distinction. It does not specify the structure of each event object beyond naming event types, and idempotency_key remains undocumented, but the operational behavior is fully covered.

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

Parameters4/5

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

Schema description coverage is only 17%, so the description carries the burden. It clarifies `since` (event_seq > since), `limit` is bounded, and filters by `company_id` or one exact `event_type`. However, `idempotency_key` is not addressed in the description, leaving that param semantically unexplained.

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?

Description opens with a precise definition: 'The change feed, not a search: ledger events ... with event_seq > since, ascending, plus next_cursor.' It identifies the resource (ledger events) and the operation (change feed retrieval), and explicitly distinguishes itself from a search and from watch_company. This clearly separates it from sibling tools.

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

Usage Guidelines5/5

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

Provides explicit guidance: 'Replay with next_cursor instead of polling or re-searching' and 'limit is bounded -- page with the cursor rather than raising it.' It names the alternative watch_company for push-based delivery via webhook, so an agent knows when to choose this pull-based tool.

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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