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delimit_github_scan

Scan GitHub repositories to identify adoption leads, gather competitive intelligence, and assess repo health for governance.

Instructions

Scan GitHub for adoption leads, competitive intel, and repo health (Pro).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
cadenceNopulse, hunter, or deep.pulse
limitNoMax results per search query (default 20, max 30).

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

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

No annotations provided, and the description does not disclose behavioral traits such as read-only status, side effects, permissions, or rate limits. The '(Pro)' hint is vague.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Single sentence is concise but overly minimal. Front-loaded with key info, but could benefit from additional structure or detail without being verbose.

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?

Despite having an output schema, the description omits context about what 'adoption leads', 'competitive intel', and 'repo health' mean. Insufficient for a scanning tool with two parameters.

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 covers both parameters fully (100%), so description does not need to add detail. Baseline 3 applies as no extra context is provided beyond what schema already offers.

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 scans GitHub for specified purposes (adoption leads, competitive intel, repo health). It distinguishes from other scan tools but could be more specific about scope.

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 vs. alternatives like delimit_scan or delimit_reddit_scan. The description lacks context on prerequisites 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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