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assess_chef_migration_complexity

Analyze Chef cookbooks to determine migration complexity to Ansible, providing assessment and recommendations for infrastructure automation transition.

Instructions

Assess the complexity of migrating Chef cookbooks to Ansible with detailed analysis.

Args: cookbook_paths: Comma-separated paths to Chef cookbooks or cookbook directory migration_scope: Scope of migration (full, recipes_only, infrastructure_only) target_platform: Target platform (ansible_awx, ansible_core, ansible_tower)

Returns: Comprehensive migration complexity assessment with recommendations

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
cookbook_pathsYes
migration_scopeNofull
target_platformNoansible_awx

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
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 burden of behavioral disclosure. It states the tool performs 'detailed analysis' and returns a 'comprehensive migration complexity assessment with recommendations,' which implies a read-only, analytical operation. However, it lacks specifics on execution behavior, such as whether it's resource-intensive, time-consuming, or requires specific permissions. For a tool with no annotations, this leaves significant gaps in understanding its operational traits.

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 well-structured and front-loaded, starting with the core purpose, followed by Args and Returns sections. It uses clear bullet points and avoids unnecessary verbosity. However, the 'Args' and 'Returns' sections could be integrated more seamlessly, and some redundancy exists (e.g., repeating parameter names without added value). Overall, it's efficient but not perfectly concise.

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 complexity (migration assessment tool with 3 parameters), no annotations, and an output schema present, the description is moderately complete. It covers the purpose, parameters, and return value at a high level. However, it lacks operational context, usage guidelines, and detailed parameter explanations, which are needed for effective tool selection and invocation. The output schema helps, but the description should do more to compensate for missing annotations.

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?

The description includes an 'Args' section that lists parameters (cookbook_paths, migration_scope, target_platform) and a 'Returns' section, adding meaning beyond the input schema, which has 0% description coverage. However, it only provides high-level labels without detailed semantics, such as format examples for 'cookbook_paths' or explanations of scope options. With 3 parameters and low schema coverage, this partially compensates but doesn't fully clarify usage.

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 the tool's purpose: 'Assess the complexity of migrating Chef cookbooks to Ansible with detailed analysis.' This specifies the verb ('assess'), resource ('Chef cookbooks'), and target ('Ansible'), making it distinct from siblings like 'generate_migration_plan' or 'generate_migration_report' which focus on planning or reporting rather than assessment. However, it doesn't explicitly differentiate from all siblings, such as 'analyze_chef_application_patterns', which might also involve analysis.

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?

The description provides no guidance on when to use this tool versus alternatives. It mentions 'detailed analysis' but doesn't specify scenarios, prerequisites, or exclusions. With many sibling tools like 'generate_migration_plan' and 'generate_migration_report', there's no indication of how this assessment tool fits into the migration workflow or when it should be chosen over others.

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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