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get_emerging_patterns

Identify emerging patterns in software development analysis, with emergence stage and confidence filtering.

Instructions

Get patterns that are emerging but not yet fully established, with emergence stage and confidence

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
emergence_stageNoFilter by emergence stage (optional)
Behavior2/5

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

No annotations provided; description implies a read operation but does not disclose side effects, rate limits, or return behavior (e.g., pagination). It mentions returning 'confidence' but does not elaborate on format or constraints.

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?

Single sentence that is front-loaded with the core action. No unnecessary words; every part earns its place.

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?

Adequate for a simple tool with one parameter, but no output schema and missing details about the return value (e.g., structure of 'confidence', pagination). Could be improved with more context.

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 coverage is 100%, so baseline 3. The description mentions 'emergence stage' matching the parameter, but the schema already provides a description ('Filter by emergence stage (optional)'). The description adds no additional semantic value beyond the schema.

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 the verb 'Get' and the resource 'patterns that are emerging but not yet fully established'. It distinguishes from sibling tools like 'get_pattern_predictions' and 'predict_pattern_emergence' which focus on predictions rather than current emerging patterns.

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 explicit guidance on when to use this tool versus alternatives. Considering many siblings, such as 'get_pattern_predictions' or 'predict_pattern_emergence', the description lacks any direction on choosing this tool.

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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