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ecosystem_pulse

Read-only

Filters live Hacker News discussions by your tech stack to surface trending news and updates.

Instructions

Live Hacker News discussions filtered to the user's tech stack. Call when the user asks what is new or trending in their ecosystem.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

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

Annotations already declare readOnlyHint and openWorldHint. The description adds that it is 'Live' and 'filtered to the user's tech stack', providing behavioral context beyond annotations. No contradiction.

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?

Two sentences, front-loaded with the key action, no superfluous words. Every sentence adds value.

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

Completeness4/5

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

Given no output schema and no parameters, the description covers the tool's function sufficiently for an AI agent to understand its purpose and usage. Could benefit from mentioning the output format, but not essential.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

No parameters, so baseline is 4. The description implies implicit filtering (user's tech stack) but does not need to document parameters since schema coverage is 100%.

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?

Clearly states it provides 'Live Hacker News discussions filtered to the user's tech stack', distinguishing it from siblings like vulnerability_scan and what_should_i_know. The verb 'filtered' specifies the action precisely.

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?

Explicitly says 'Call when the user asks what is new or trending in their ecosystem', providing clear invocation context. Lacks guidance on when not to use or alternatives, but the strong positive directive earns a high score.

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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