admin_live_activity
Last 24h of activity across the platform — signups, saves, contacts, claims, discoveries.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Last 24h of activity across the platform — signups, saves, contacts, claims, discoveries.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided, so the description carries the full burden. It discloses the time window (last 24h) and the types of activities covered, indicating a read-only operation. However, it does not mention data freshness, rate limits, or whether the tool is safe to call repeatedly. The disclosure is adequate but minimal.
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 a single, front-loaded sentence that covers the essential information: time period and types of activity. Every word serves a purpose, and there is no redundancy or extraneous text.
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?
The tool has no parameters and no output schema, and the description is minimal. It provides enough information to understand the tool's purpose but lacks behavioral details like read-only confirmation, response format, or error scenarios. For a simple read tool, this is adequate but leaves gaps.
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?
The tool has zero parameters, and the input schema is empty with 100% coverage. Since there are no parameters, the description naturally does not add parameter semantics. Per guidelines, a zero-parameter tool gets a baseline score of 4.
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 conveys that the tool retrieves the last 24 hours of activity across the platform, listing specific activity types. While it does not use an explicit verb like 'list' or 'get', the meaning is clear and distinguishes it from sibling admin tools like admin_pending_claims or admin_cost_summary.
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 implies usage when a broad overview of recent platform activity is needed, but it offers no explicit guidance on when to use this tool over alternatives, nor any exclusion criteria. Sibling tools like admin_pending_claims are implicitly differentiated by content, but this is not stated.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Add one secure layer between your agents and this server.
Tools are clearly grouped by prefix (admin_, daycare_, org_, parent_) and within each group have distinct, non-overlapping purposes. For example, parent_add_kid vs parent_remove_kid are unambiguous.
All tools follow a consistent snake_case pattern with role prefix and action_noun structure. Minor exceptions like 'nearby_programs' are standalone and do not disrupt the overall consistency.
With 72 tools, this is far beyond the typical well-scoped range of 3-15. While the tools cover multiple user roles, the count is excessive and likely overwhelming for an agent, falling into the 'too many' category.
The tool set covers most core workflows for parents, orgs, and admins, but notable gaps exist: there is no tool to create a program or daycare, and admin tools for approving pending claims or discoveries are missing, leaving dead ends.