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add_capability

Save a reusable capability asset with name, description, keywords, and proposal snippet so freelance leads can be matched and proposals generated faster.

Instructions

Add a reusable capability asset for future matching.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameYes
keywordsYes
descriptionYes
proposal_snippetYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.0.0

TDQS

C2.4/5.0
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 behavioral burden. It implies a persistent write but says nothing about permissions, whether duplicates are rejected, whether the asset is immediately matchable, or what the response contains.

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?

A single short sentence with no filler and the action front-loaded. It is efficient, though efficiency here reflects under-specification as much as discipline.

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 values need not be explained. However, for a mutation tool with no annotations and four undocumented required parameters, the definition omits persistence, idempotency, and usage context that an agent needs to call it correctly.

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 four required parameters, and the schema supplies only bare titles. The description's phrase "capability asset" loosely frames the fields but adds no meaning for keywords or proposal_snippet, so it fails to compensate for the coverage gap.

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

Purpose3/5

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

The verb+resource ("Add a reusable capability asset") is identifiable, but "for future matching" is vague about what the asset is or how it will be used. It gives no differentiation from the sibling suggest_capabilities, leaving the agent unsure which of the two to pick.

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?

There is no statement of when to add a capability versus when to call suggest_capabilities or any other sibling. The agent must infer the context entirely from the name.

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