Skip to main content
Glama

get_community_wisdom_report

Generate a curated report of community-proven bug prevention rules and best practices from 100+ developers to improve code quality.

Instructions

Generates a curated report of top community-proven bug prevention rules and best practices accumulated across 100+ developers.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

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

With no annotations, the description carries the full burden of behavioral disclosure. It states it generates a report, but does not mention any side effects, limitations, or output details. An agent cannot infer whether this is a read-only operation or if it triggers any state changes, making transparency inadequate.

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, focused sentence with no filler. It front-loads the verb 'Generates' and immediately specifies the resource, making it efficient and easy to parse.

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?

For a tool with no parameters, output schema, or annotations, the description is the only source of guidance. It does not explain what the report contains beyond 'bug prevention rules and best practices', nor how to interpret or use the output. Given the many similar sibling tools, an agent would need more context to confidently select and invoke it.

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

Parameters4/5

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

The tool has zero parameters and the schema is empty, so the description does not need to explain parameters. Per the baseline rule for zero parameters, a 4 is appropriate since the schema fully documents the absence of inputs and there is nothing for the description to add.

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 generates a curated report of community-proven bug prevention rules and best practices, with a specific source (100+ developers). It is distinct enough from siblings like get_karpathy_rules, but does not explicitly differentiate itself from other rule-generation tools.

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 is given on when to use this tool versus alternatives. Since there are many similar generation tools in the sibling list, an agent would have no explicit criteria to choose this one. The description only states what it does, not when it should be preferred.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/Akash1070/Super-Agent-Skill'

If you have feedback or need assistance with the MCP directory API, please join our Discord server