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analyze_subreddit

Read-only

Estimate a subreddit's activity level by calculating daily post velocity from the archive, along with subscriber and active user counts when credentials are available.

Instructions

Estimate a subreddit's activity (posts/day velocity from the archive; subscribers and active users too when credentials are present)

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sample_sizeNoRecent posts to sample for velocity
subreddit_nameYesSubreddit name (without r/)

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

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

Annotations declare readOnlyHint=true, and the description confirms it estimates activity (read-only). It adds context about credential requirements for certain metrics, which is helpful. No contradictions or missing behavioral disclosures.

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?

The description is a single, well-structured sentence that front-loads the main purpose and concisely covers conditional behavior. No unnecessary words.

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 an output schema exists, the description adequately covers the tool's purpose and key outputs. It could mention limitations or edge cases, but for an activity estimation tool, it is sufficiently complete.

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% with descriptions for both parameters. The description adds overall context but doesn't enhance parameter meaning beyond what the schema provides. Baseline score of 3 is appropriate.

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 clearly states the tool estimates a subreddit's activity, specifically posts/day velocity, and optionally subscribers/active users with credentials. It differentiates from siblings like find_target_subreddits_tool which targets subreddits, and evaluate_draft which evaluates content.

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?

The description implies usage for estimating subreddit activity and mentions credential dependency for additional metrics. It does not explicitly state when not to use or compare to alternatives, but the purpose is clear enough to guide selection.

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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