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mikedotJS
by mikedotJS

Raw GitLab API via glab

gitlab_api

Access any GitLab REST API endpoint by providing method, path, and optional fields or headers. Manage issues, merge requests, pipelines, and other GitLab resources.

Instructions

Call GitLab REST endpoints with glab api (method, path, fields, headers)

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
methodNoGET
pathYesPath below /api/v4, e.g. 'projects/:id/issues' where :id is numeric or URL-encoded path
fieldsNo
headersNo
Behavior2/5

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

No annotations provided, so description must carry behavioral disclosure. It lacks details on authentication, rate limits, error handling, or side effects. Only says 'call endpoints'.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Very short, one sentence, front-loaded with purpose. But too terse; every sentence could earn its place by adding more value.

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

Completeness1/5

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

For a raw API tool with no output schema and no annotations, the description is severely incomplete. Agent needs guidance on constructing paths, allowed methods (though enum helps), and fields/headers usage.

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?

Schema coverage is 25% (only path described). Description mentions parameter names but adds no meaning for fields or headers objects. Does not compensate for low schema coverage.

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?

The description clearly states it calls GitLab REST endpoints using glab api with method, path, fields, and headers. It distinguishes from sibling tools which are for specific operations.

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?

No guidance on when to use this raw API vs the specific sibling tools. No when-not-to-use or alternatives mentioned.

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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