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scrape_github

Scrape a GitHub repository to build a Claude skill by extracting README, Issues, Changelog, Releases, and code structure.

Instructions

Scrape GitHub repository and build Claude skill. Extracts README, Issues, Changelog, Releases, and code structure.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
repoNo
config_pathNo
nameNo
descriptionNo
tokenNo
no_issuesNo
no_changelogNo
no_releasesNo
max_issuesNo
scrape_onlyNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior3/5

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

With no annotations, description carries full burden. It lists extracted content (README, Issues, etc.) but doesn't disclose side effects, authentication needs, rate limits, or response format. Adequate but minimal.

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, concise, but lacks structure. Could be improved by grouping parameter information or adding usage hints. Not overly verbose but missing critical details.

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?

Description fails to explain how 'build Claude skill' works or how parameters affect behavior. With 10 undocumented parameters, the description is incomplete despite having an output schema.

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

Parameters1/5

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

Schema description coverage is 0%, and the description does not explain any of the 10 parameters (e.g., repo, token, no_issues). The description adds no value beyond the parameter names themselves.

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 verb 'Scrape' and specific resource 'GitHub repository' clearly define the tool's action. It also states the outcome 'build Claude skill' and lists extracted items, distinguishing it from sibling scraping tools like scrape_codebase or scrape_docs.

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 vs alternatives (e.g., scrape_codebase, scrape_generic). Missing context about prerequisites or scenarios where scrape_github is preferred.

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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