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summarizeThread

Generate a concise summary of a Hacker News story and its comment thread by specifying the story ID, with optional depth and comment limits.

Instructions

Summarize a story and comment thread with deterministic heuristics

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
storyIdYesThe Hacker News story ID
maxDepthNoMaximum comment nesting depth to analyze
maxCommentsNoMaximum number of comments to analyze
Behavior2/5

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

No annotations are provided, so the description carries full burden. It mentions 'deterministic heuristics' but does not disclose whether the tool is read-only, requires authentication, or has rate limits. No side effects or behavioral traits beyond the vague heuristic term.

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?

Single sentence, no wasted words. Extremely concise while conveying the core purpose.

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

Completeness2/5

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

Given the complexity of summarization and lack of output schema, the description is incomplete. It does not explain what the summary looks like, what 'deterministic heuristics' entails, or how the output differs from raw data from sibling tools.

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%, so baseline is 3. The description adds no additional meaning beyond the schema's parameter descriptions for storyId, maxDepth, and maxComments.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool summarizes a story and comment thread using deterministic heuristics. It differentiates from sibling tools like getStoryWithComments (raw data) and search. However, it does not specify the type of summary (e.g., key points, sentiment).

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

Usage Guidelines2/5

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

No guidance on when to use this tool over alternatives like getStoryWithComments, getCommentTree, or search. The description does not mention context or exclusions.

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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