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hub_graph

Retrieve the relationship graph between projects and resources, showing edges for dependencies, deployments, and exposures. Filter results by project or resource type.

Instructions

The typed relationship graph across projects AND resources: who runs where, what depends on / deploys to / exposes what. Edges are frontmatter [[links]] keyed by relation (runs_on, depends_on, deploys_to, exposes, part_of, ...). Returns nodes, edges, and dangling links. Filter by project or type.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
typeNoonly edges touching a node of this type
projectNoonly edges touching this project/resource slug
Behavior3/5

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

No annotations are provided, so the description carries full burden. It describes outputs (nodes, edges, dangling links) and the source of edges, but does not state read-only nature, auth needs, or performance implications.

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?

Three concise sentences deliver all necessary information without redundancy or extraneous detail.

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?

Given no output schema, the description adequately explains return shape (nodes, edges, dangling links) and filter parameters, making the tool self-contained.

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% and parameter descriptions are already present in the schema. The description re-iterates the filter behavior without adding new meaning beyond the 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?

The description clearly specifies 'the typed relationship graph across projects AND resources' and lists edge types, making its purpose distinct from sibling tools like hub_get or hub_resource_list.

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

Usage Guidelines4/5

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

The description states when to use (explore relationships) and mentions filtering by project or type, but does not explicitly exclude cases or recommend alternatives.

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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