skills_gap_analysis

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

With no annotations provided, the description carries the full burden of disclosure. It states what the tool returns ('missing skills + Kenya training pathways') and implies a read-only analysis, but it does not explicitly state side effects, limitations, or data sources. This is adequate but minimal.

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

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

The description is two sentences, front-loaded with the core purpose, and contains no filler. Every word adds value.

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

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

Given the tool's simplicity (2 params), the presence of an output schema, and clear sibling differentiation, the description is almost complete. It lacks explicit usage guidance relative to siblings, but the purpose and returns are well covered. A small gap is the absence of any mention of limitations or prerequisites.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema has 0% description coverage, so the description must compensate. It explicitly names the two parameters ('current skills' and 'target job') and explains their role in the analysis, adding meaning beyond the raw schema. It does not provide format examples, but the context is clear.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool's function with a specific verb ('Identify') and resource ('skills gap between current skills and target job'), and it distinguishes from siblings by focusing on gap analysis rather than matching, wages, or legal queries. The output ('missing skills + Kenya training pathways') further clarifies its purpose.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides clear context for when to use the tool: when you have current skills and a target job and need to identify gaps and training pathways. It does not explicitly mention alternatives or exclusions, but the purpose is sufficiently distinct from sibling tools.

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