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minhasaatish

Developer Portfolio MCP Server

by minhasaatish

search_skills

Search a developer's portfolio for skills by keyword and category.

Instructions

Search skills by keyword and optional category.

Args: query: Skill name or keyword to search for (case-insensitive). category: Skill category to search in, or 'all' for every category.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYes
categoryNoall

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior3/5

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

No annotations provided, so description carries full burden. It discloses case-insensitivity for query parameter and default category. However, it omits details about pagination, sorting, rate limits, or error behavior. Adds some behavioral context but not comprehensive.

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

Conciseness5/5

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

Two-sentence purpose statement followed by clear, concise parameter descriptions. Front-loaded with main action. No redundant information.

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

Completeness4/5

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

Covers input parameters well. Output schema exists (though not shown) so return format is likely covered. Lacks mention of result ordering, limits, or pagination, but sufficient for a straightforward search tool.

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

Parameters4/5

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

Schema has 0% description coverage (only titles and types). Description adds meaning: 'Skill name or keyword to search for (case-insensitive)' for query, and 'Skill category to search in, or 'all' for every category' for category. Adds value beyond schema.

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

Purpose5/5

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

Description clearly states 'Search skills by keyword and optional category', defining the action (search), resource (skills), and parameters. Distinct from sibling tools like compare_stack, get_contact_info, etc.

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?

Implies usage (searching skills) but does not provide explicit guidance on when to use versus alternatives or any exclusions. No mention of prerequisites or when not to use.

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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