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DevquasarX9

gitlab-mcp-server

by DevquasarX9

Release Readiness Check

gitlab_release_readiness_check
Read-onlyIdempotent

Assess release readiness by analyzing pipeline status, merge requests, issues, and release comparisons to determine if a project is ready for release.

Instructions

Assess whether a project looks ready for release by combining pipeline, merge request, issue, and release comparison signals.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
project_idYes
target_refNo
limit_commitsNo
output_formatNostructured
stale_after_daysNo
Behavior4/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, ensuring the agent knows it is safe. The description adds that it combines multiple signals, which is behavioral context. No contradictions with annotations.

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, concise sentence (20 words) that front-loads the purpose. It is appropriately sized, though additional structured details could improve usability without hurting conciseness.

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

Completeness2/5

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

Given the tool's complexity (combining multiple signals) and five parameters but no output schema, the description is too brief. It does not explain parameter usage, output format, or edge cases, leaving the agent underinformed for correct invocation.

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?

Schema description coverage is 0%, meaning the description does not explain any parameters. The agent must rely solely on parameter names and constraints from the schema. This is a critical gap for a tool with five parameters, including defaults and enums.

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 clearly states the verb 'assess' and the resource 'project readiness', and specifies the combined signals (pipeline, merge request, issue, release comparison). This distinguishes it from sibling tools that focus on individual signals.

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 does not explicitly guide when to use this tool versus alternatives like individual signal tools (e.g., gitlab_get_pipeline, gitlab_list_issues). While the purpose implies a readiness assessment, no usage context or exclusions are provided, which is a gap given the many sibling tools.

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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