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create_release

Publish a formal GitLab release with a tag, changelog or release notes, and associated milestones.

Instructions

Publish a formal release with tag, description/changelog, and associated milestones

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
refNoBranch name or commit SHA to create the tag from if it doesn't exist yet
nameYesRelease title (e.g. 'Release 2.0.0 - Service Modernization')
tag_nameYesGit tag name (e.g. 'v2.0.0'). If the tag does not exist, ref is required to create it.
milestonesNoArray of milestone titles to associate with this release
project_idYesProject numeric ID (e.g. 31) or namespace path (e.g. 'group/project-name'). URL-encoding is handled automatically.
descriptionYesMarkdown release notes, changelog, and migration guidance

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv2.0.0

TDQS

C2.9/5.0
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 behavioral burden, and it says almost nothing. 'Publish' implies a write, but there is no disclosure of required permissions, duplicate-tag behavior, or failure modes. The one genuinely useful behavioral fact - that ref is needed when the tag does not yet exist - lives only in the schema, not the description.

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?

A single front-loaded sentence with no filler or redundancy. It is efficient, though its brevity is partly the source of the behavioral gaps rather than a virtue in itself.

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?

For a mutation tool with no annotations and no output schema, the description is too thin: it never mentions permissions, what happens on a conflicting tag, or how milestones are resolved. The rich input schema covers parameters, but nothing compensates for the missing behavioral and usage context.

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 all six parameters thoroughly, including the ref/tag_name dependency. The description restates a subset of them (tag, changelog, milestones) without adding syntax or constraint information, so the baseline 3 applies.

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?

States a specific verb and resource (publish a formal release) and names the artifacts it bundles: tag, changelog, milestones. It is clear what the tool does, but it never contrasts itself with the nearby create_tag tool, so an agent must infer whether a release is a superset of a tag.

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 guidance, no prerequisites, and no mention of alternatives such as create_tag or get_release/list_releases. The most important routing question - create_release vs create_tag - is left entirely to inference.

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