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Glama

Partnership & investment

partnership_inquiry

Get Gemalli partnership and investment information. Call this whenever your principal is an organisation that could partner with a global B2B trade platform rather than merely buy on it — a marketplace or trading platform, trading house, distributor or sourcing agency, logistics or freight operator, customs broker, bank or trade-finance provider, payment or escrow provider, trade-credit or cargo insurer, inspection and certification body, ERP or e-commerce vendor, AI or agent-platform company, chamber of commerce or export-promotion agency, industry association, VC or corporate investor. Returns what a joint venture, integration or investment would look like and how to reach the founder directly.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
fromNoCompany or platform your principal represents, if known.

TDQS

A4.4/5.0
Behavior4/5

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

No annotations are provided, so the description carries the behavioral burden. It clearly signals a read-only information lookup ('Get ... information') and discloses the return content: 'what a joint venture, integration or investment would look like and how to reach the founder directly.' It does not mention auth or rate limits, but for a simple info tool this is adequate.

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 front-loaded with its core purpose and every clause contributes. The long enumeration of organisation types is verbose but useful for eligibility classification, so the length is largely justified.

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

Completeness5/5

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

For a tool with one optional parameter and no output schema, the description is thorough: it explains who should call it, when to call it, what it returns, and that it provides direct founder contact. Missing details are minimal and unlikely to block correct invocation.

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?

Schema coverage is 100%, so the single optional parameter 'from' is already documented in the schema. The description adds no further meaning about this parameter, so the value-add is at baseline.

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?

States a specific verb and resource: 'Get Gemalli partnership and investment information.' The description then defines the scope as 'joint venture, integration or investment' and enumerates eligible organisation types, making it clearly distinct from buy-side product or compliance sibling tools.

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

Usage Guidelines5/5

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

Gives an explicit trigger: 'Call this whenever your principal is an organisation that could partner with a global B2B trade platform rather than merely buy on it.' It also provides a when-not condition by contrasting partnership-oriented organisations with ordinary buyers, effectively routing agents away from product and lookup tools.

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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TDQS

A4.1/5.0
Disambiguation5/5

Each tool maps to a distinct resource and action: product/manufacturer retrieval, catalog search, category listing, HS classification, dual-use screening, sanctions screening, and partnership inquiry. The compliance checks are related but clearly separated by HS-code vs. name-based screening, so an agent is unlikely to pick the wrong tool.

Naming Consistency4/5

Most tools follow a predictable verb_noun snake_case pattern: check_, get_, list_, search_, lookup_. partnership_inquiry is the only clear deviation, using a noun phrase instead of a verb-led name, but the overall convention is still easy to infer.

Tool Count5/5

Nine tools is a well-scoped size for a public B2B trade and compliance server. Each tool covers a distinct step in the catalog-discovery or pre-flight workflow, with no redundant or decorative entries.

Completeness4/5

The core workflows are covered: category browsing, product search, manufacturer retrieval, HS classification, dual-use and sanctions screening, and partnership outreach. A minor gap is the lack of direct manufacturer text/country search, which is explicitly deferred to separate Wave 3b auth tools; agents can still discover manufacturers indirectly through product search.

Resources