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Recent changes

trainrec_recent_changes
Read-only

The latest changes to this log, newest first, with who made each one and its seq number.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "trainrec_recent_changes"
  }
}

Input Schema

NameRequiredDescriptionDefault
limitNoDefault 20.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, so safety is covered. The description adds ordering (newest first) and the fact that each entry carries an author and a seq number, which is genuinely useful given there is no output schema, but it says nothing about how far back the history goes, whether it is paginated, or why seq numbers matter for undo.

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

Conciseness4/5

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

One tight sentence with the ordering and payload front-loaded and no filler. The only weakness is the unexplained referent 'this log', which costs a bit of precision without adding length.

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

Completeness3/5

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

For a simple read-only tool with full schema coverage and no output schema, the description covers ordering and returned fields adequately. It is still incomplete in that the log subject is undefined and the relationship to the undo sibling, which an agent would want before calling, is left implicit.

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?

The single limit parameter has 100% schema description coverage ('Default 20.'), so the schema already carries its meaning and the baseline of 3 applies. The description adds nothing about limit semantics, such as a maximum value or what happens when it is omitted.

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

Purpose4/5

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

The description names a specific resource (the latest changes to the log) plus ordering (newest first) and returned fields (author, seq number), which is well beyond restating the name. It stops short of 5 because 'this log' is never identified and no sibling such as trainrec_undo_change is named to disambiguate scope.

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

Usage Guidelines2/5

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

There is no when-to-use or when-not-to-use guidance and no mention of alternatives, even though a closely related sibling (trainrec_undo_change) exists. The agent must infer that this is the read-side audit view rather than the revert action.

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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