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pairgora_narrative

Fetch the observable narrative for your pair session (agent story + timeline + value layers).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
session_idNo

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observed

TDQS

B3.1/5.0
Behavior2/5

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

No annotations are provided, so the description must disclose behavioral traits. It states 'Fetch,' implying a read-only operation, but does not mention whether it is safe, idempotent, or if it requires a valid session state. No details on error conditions or side effects are included.

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?

The description is a single sentence that front-loads the action ('Fetch'). It is concise and to the point, but could benefit from slight restructuring to separate purpose from output description. Every word earns its place.

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 low complexity (1 parameter, no output schema, no annotations), the description covers the basic purpose adequately. However, it lacks parameter documentation and behavioral context, which are necessary for effective use. It is minimally complete.

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

Parameters1/5

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

The schema has 0% description coverage for the only parameter 'session_id.' The description does not explain what session_id is, where to obtain it, or its expected format. This is a critical gap for a tool with a single parameter.

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 ('Fetch') and identifies a clear resource ('observable narrative for your pair session') with additional context ('agent story + timeline + value layers'). This distinguishes it from sibling tools like pairgora_handshake or pairgora_perform, which serve different purposes.

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?

The description implies use when you need the narrative for a pair session, but it provides no explicit guidance on when to use this tool versus alternatives like pairgora_seek or pairgora_react. No when-not-to-use or prerequisite information is given.

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

A3.6/5.0
Disambiguation5/5

Each tool targets a distinct action or resource: handshake manages sessions, join handles membership, narrative fetches session data, perform creates a trail entry, profile tools handle the questionnaire, quota checks limits, react interacts with existing cards, seek searches, and store creates cards. Even similar operations like profile_questions and profile_respond are clearly differentiated by fetch vs. submit. There is no ambiguity between tools.

Naming Consistency4/5

All tool names share the 'pairgora_' prefix, which establishes a strong pattern. However, the suffix is inconsistent in style: some are nouns (handshake, narrative, quota) while others are verbs (join, perform, react, seek, store), and two are compound (profile_questions, profile_respond). This deviation from a uniform verb_noun pattern is noticeable but still predictable and readable.

Tool Count5/5

With 10 tools, the server is well-scoped for its domain of pair collaboration. Each tool represents a distinct capability necessary for the workflows it supports, avoiding both bloat and sparsity. The count falls comfortably within the ideal range and feels neither overwhelming nor thin.

Completeness4/5

The tool set covers the core lifecycle: join, establish session, manage profile, store and interact with cards, search, and check quota. Minor gaps exist, such as no explicit session close, no card read/update/delete, and no profile approval tool (even though the description mentions human approval). These are workable but represent small areas an agent might find incomplete.