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Ak47dev-biz

ATLAS MCP Server

by Ak47dev-biz

atlas_add_pattern

Record an observed behavioral, emotional, or cognitive pattern with evidence and severity to build psychological context for advisory lenses.

Instructions

Record an observed behavioral, emotional, or cognitive pattern. Used by the Therapist lens to build psychological context.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
lensYesWhich advisory lens identified this pattern
typeYesPattern type
evidenceYesSpecific examples or quotes that demonstrate this pattern
severityYesHow impactful this pattern is on the client's goals
descriptionYesClear description of the observed pattern

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.0.0

TDQS

A3.7/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full burden of behavioral disclosure. It only states that a pattern is recorded; it does not mention whether the record is appended to a profile, whether it is reversible, what side effects occur, or what the tool returns. This is a significant gap for a mutation tool.

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?

Two short sentences with no filler. The action and scope are front-loaded, and the Therapist-lens context is stated efficiently.

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?

The tool is simple and its parameters are fully documented in the schema, but there is no output schema and no annotation coverage. The description does not explain what happens after recording or how the recorded pattern is used beyond 'build psychological context.' This is adequate but minimal.

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 description coverage is 100%, so the schema already documents every parameter. The description adds minimal semantic value beyond naming pattern types, which are already enumerated in the schema. Baseline 3 is appropriate.

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 a specific verb ('Record') with a specific resource ('pattern') and names the pattern categories (behavioral, emotional, cognitive). It also ties the tool to the Therapist lens, which helps distinguish it from sibling tools like atlas_add_career_fact and atlas_add_goal.

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 provides clear context: this tool is for capturing psychological patterns for the Therapist lens. It does not explicitly state when not to use it or name alternatives, but the contextual cue is strong enough to guide tool selection among the siblings.

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