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rani700

CareerPilot

by rani700

watch_search

Monitor job boards for new listings with automated background searches and get notified when fresh jobs are posted.

Instructions

Create a watched search: CareerPilot re-runs it in the background and notifies subscribers of careerpilot://watches when NEW jobs are posted.

The current results become the baseline — only jobs appearing later count as new.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYes
sourceNoall

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

No annotations provided, so the description carries full burden. It explains the background monitoring, baseline setting, and notification mechanism. It does not mention permissions or limits, but the core behavior is transparent.

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 concise sentences, front-loaded with the action verb, and no wasted words. Clear and efficient.

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

Completeness3/5

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

Output schema exists, so return value not required. However, the description misses explaining the expected output (e.g., watch ID) and does not fully parameter coverage. Adequate but could be more complete.

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

Parameters2/5

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

Schema description coverage is 0%, requiring the description to compensate. It adds meaning for 'query' through context but neglects the 'source' parameter entirely, leaving its purpose unclear.

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 'Create a watched search' and explains the behavior: background re-run and notification on new jobs. This distinguishes it from sibling tools like search_jobs (one-time) and unwatch.

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 by explaining that the tool creates a monitored search with baseline comparison. However, it does not explicitly state when to use this versus alternatives like search_jobs or check_watches, but the context is clear.

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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