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username_lookup

Read-onlyIdempotent

Search for a username across 15+ social and developer platforms to verify identity or gather OSINT intelligence.

Instructions

Search for username across 15+ social/dev platforms (GitHub, Reddit, X/Twitter, LinkedIn, Instagram, TikTok, Discord, YouTube, Keybase, HackerOne, etc.). Use for OSINT investigations and identity verification. Free: 30/hr, Pro: 500/hr. Returns {username, total_found, platforms: [{name, exists, url, status_code}]}.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
usernameYesUsername string to search across platforms, without @ prefix (e.g. 'torvalds', 'johndoe', 'elonmusk')

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior5/5

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

Annotations already indicate read-only, idempotent, non-destructive, and open-world behavior. Description adds rate limits (free/pro), output structure, and supported platforms, enhancing understanding beyond annotations.

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?

Three sentences efficiently convey purpose, use case, restrictions, and output format. No extraneous information; every sentence adds value.

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

Completeness5/5

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

Given one parameter, rich annotations, and an output schema (mentioned as existing), the description provides enough context for correct usage. All critical aspects are covered.

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

Parameters5/5

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

Input schema covers the single parameter with clear examples and a rule ('without @ prefix'). The description reinforces this and adds no ambiguity. 100% schema coverage is leveraged well.

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 searches for a username across 15+ platforms with specific examples. The verb 'Search' and resource 'username' are explicit, and the activity (OSINT/identity verification) differentiates it from sibling lookup tools.

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?

Provides direct use cases ('OSINT investigations and identity verification') and mentions rate limits. Lacks explicit when-not-to-use or alternatives, but the context of sibling tools and the description's specificity sufficiently guide usage.

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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