observability_generate_dashboards_from_cfg

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

No annotations are provided, so the description carries the full burden of behavioral disclosure. It mentions parsing 'loadmodule' directives and emitting dashboard JSONs, but does not explicitly state whether the tool modifies any state, requires specific permissions, or has side effects. For a generation tool, it is reasonable to assume it is read-only, but this is not confirmed.

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 concise and well-structured: a clear one-sentence summary, a paragraph on input quality, and a bulleted list of parameters. Every sentence adds value with no redundancy.

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 presence of an output schema, the description does not need to detail return values. It explains the tool's core functionality, input constraints, and high-level output ('emits one dashboard JSON per triggered panel category'). This is sufficient for an agent to understand the tool's role.

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?

Schema description coverage is 0%, but the description compensates well by detailing each parameter: config_content is 'Full OpenSIPS configuration text', deployment_name is 'Slug used in dashboard titles and filenames', and extra_tags is 'Additional Grafana tags appended to every dashboard.' This adds significant meaning beyond the schema's type and title.

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 purpose: 'Synthesize Grafana dashboards from any OpenSIPS configuration text.' It specifies the resource (OpenSIPS cfg) and the action (synthesize dashboards). However, it does not explicitly differentiate from sibling tools like observability_generate_dashboards or observability_generate_bundle_from_cfg, which could cause confusion.

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 context on what inputs are valid: 'Works on hand-edited configs, the output of cfg_generate, the output of cfg_build_from_flags — anything that's syntactically a valid OpenSIPS cfg.' This helps the agent know when to use it, but there is no guidance on when NOT to use it or how it compares to alternatives like observability_generate_dashboards.

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