Skip to main content
Glama

humanMCP — kapoost

synthesise_persona_patterns

Force-run Sonnet synthesis over a persona's raw journal, replacing the previous pattern set. Owner-only — paid + writes internal state.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
slugYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • removedInput schema / properties / slug / description
      Removed value: -"Persona slug whose journal should be re-synthesised."
  2. Added

TDQS

A3.8/5.0
Behavior4/5

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

No annotations are present, so the description must disclose behavioral traits on its own. It explicitly states that the operation 'replaces' the previous pattern set (destructive), 'writes internal state' (mutation), 'paid' (cost), and 'Owner-only' (authorization). These are meaningful behavioral disclosures beyond the schema. It does not mention failure modes or side effects on other data, but it covers the most critical traits.

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 extremely concise, with two short sentences that front-load the main action and follow up with the critical constraints. Every word adds value; no fluff or repetition.

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?

Given the one-parameter schema and lack of annotations, the description covers the core operation, permissions, and side effects. However, it omits the meaning of the slug parameter and any description of the return value or success criteria, which would be helpful in the absence of an output schema. The description is adequate but has clear gaps.

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

Parameters2/5

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

The input schema contains a single string parameter 'slug' with no description (0% schema coverage). The description does not mention 'slug' at all, leaving its meaning to be inferred from the tool name and the phrase 'a persona's raw journal.' It fails to explicitly state that the slug identifies the persona, which would be necessary for correct invocation.

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 states a specific verb ('Force-run'), a precise object ('Sonnet synthesis over a persona's raw journal'), and a clear outcome ('replacing the previous pattern set'). This clearly distinguishes it from sibling tools like get_persona_journal or record_persona_reflection.

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

Usage Guidelines3/5

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

There is no explicit comparison to alternatives or 'when not to use' guidance. The 'Owner-only — paid + writes internal state' clause provides constraints (authorization, cost, mutability), and 'Force-run' implies a manual override, but it never explains the typical use case vs other persona tools. The usage context is implied rather than stated.

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

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.