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jcislo
by jcislo

get_pulse_brief

Retrieve a cross-source AI/business narrative brief from Reddit, HN, GitHub, and HuggingFace. Get title, summary, top insights, and narrative count—free without API key.

Instructions

Get the latest Pulse narrative intelligence brief — cross-source AI/business narrative tracking from Reddit, HN, GitHub, and HuggingFace. Returns title, summary, top insights, and narrative count. Free, no payment or API key required.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

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 access model explicitly ('Free, no payment or API key required'), which is valuable behavioral context about auth/prerequisites, and states what the tool returns. It does not cover rate limits or freshness guarantees, but for a read-only fetch tool the disclosure given is solid.

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 tight sentences: the resource and nature are front-loaded, then return contents, then the access model. Every clause earns its place with no filler, and the most decision-relevant facts (what it is, what it returns, that it's free) appear first.

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?

For a zero-parameter, no-output-schema tool with no annotations, the description is nearly complete: it specifies the data sources, the return fields, and the access constraints. Minor gaps remain (what 'top insights' contains, any freshness window), but an agent can already call this correctly with no further research.

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?

The tool has zero parameters and schema coverage is 100%, so there is nothing for the description to document beyond what the empty schema already conveys. Baseline 4 applies; the description adds no parameter burden to compensate for.

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 states a specific verb+resource ('Get the latest Pulse narrative intelligence brief'), defines the subject matter (cross-source AI/business narrative tracking from Reddit, HN, GitHub, HuggingFace), and enumerates return contents (title, summary, top insights, narrative count). This distinguishes it from the many pulse siblings (get_pulse_latest, get_pulse_narratives, get_pulse_narrative_detail) by framing it as the digest-style 'brief'.

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

Usage Guidelines3/5

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

The 'latest ... brief' phrasing implies it is the top-level summary tool, but there is no explicit when-to-use vs. alternatives guidance. With 23 siblings including pulsing tools of overlapping meaning (get_pulse_narratives, get_pulse_narrative_detail, get_pulse_latest), naming the routing conditions would materially improve selection accuracy.

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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