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Generate CI/CD Workflow

generate_cicd_workflow

Generate a CI/CD workflow (GitHub Actions, Bitbucket Pipelines, GitLab CI, or Tekton) with build, test, deploy, and callback stages. Returns YAML, filename, stages, and per-field research basis.

Input Schema

NameRequiredDescriptionDefault
tierNofree
providerYes
repo_pathYes
test_commandNonpm test
build_commandNonpm run build
deploy_enabledNo
deploy_environmentNoproduction

Output Schema

NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.1/5.0
Behavior3/5

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

Annotations already declare the operation is non-read-only, non-destructive, non-idempotent and open-world; the description adds value by disclosing the return payload (YAML, filename, stages, research basis). However, it never resolves the critical ambiguity of whether the workflow file is written into repo_path or merely returned — a material distinction for a non-idempotent, open-world mutation.

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?

Two tight sentences, front-loaded with the action and resource, then the return shape. No filler; the only minor inefficiency is that the return-value sentence duplicates what the output schema already provides.

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?

An output schema exists, so return documentation is not required, yet even with that credit the definition leaves an agent under-informed for a 7-parameter, non-idempotent generator: the fate of repo_path (read vs write), what tier changes, and how deploy_* interact with the deploy stage are all unaddressed.

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 description coverage is 0% across 7 parameters, so the description must compensate and largely doesn't. It usefully implies the provider enum values (GitHub Actions, Bitbucket Pipelines, GitLab CI, Tekton) and hints at test/build/deploy parameters via the stage list, but repo_path, tier, deploy_enabled, and deploy_environment get no semantic treatment at all.

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?

Names a specific verb (generate) and a concrete resource (CI/CD workflow), and enumerates the four supported providers plus the stage composition, which is far more than a restated title. It stops short of distinguishing itself from the sibling draft_deployment_plan, which is the closest adjacent artifact-producing tool.

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?

Usage is only implied: the provider list tells an agent this is the tool for scaffolded CI config, but there is no explicit when-to-use/when-not statement and no pointer to draft_deployment_plan as the alternative for planning rather than generating files. An agent must infer the boundary from the name alone.

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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