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price_trend_analysis

Read-only

Analyze commodity price trends across East African markets to determine optimal sell or hold timing using historical simulation.

Instructions

Analyse price trends for a commodity to inform sell/hold timing. Western parallel: CME seasonal charts, DTN market commentary. DEMO historical simulation.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
commodityYesCommodity to analyse
marketYesMarket: nairobi, nakuru, eldoret, kisumu, mombasa
months_aheadNoForecast horizon in months (1-6)

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

Annotations already indicate readOnlyHint=true. The description adds 'DEMO historical simulation' and 'Western parallel: CME seasonal charts', which clarify the tool analyzes historical data rather than real-time. However, it does not disclose limitations like latency or data freshness beyond the simulation context.

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

Conciseness4/5

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

The description is concise with three sentences, each adding unique information: purpose, Western parallel for context, and simulation note. It is front-loaded with the core purpose.

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?

Given the presence of an output schema and three well-described parameters, the description could be more complete by summarizing the output format (e.g., trend direction, forecast values) or clarifying that 'DEMO historical simulation' means no real-time data. It covers the tool's role but leaves gaps.

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% with descriptions for all three parameters. The description adds no additional semantics beyond confirming the tool's purpose. Baseline of 3 is appropriate since the schema already provides necessary details.

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 states 'Analyse price trends for a commodity to inform sell/hold timing', which clearly identifies the action (analyse trends) and resource (commodity prices). It distinguishes itself from siblings like commodity_price_query (current price) and sell_hold_decision (decision after analysis).

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 like sell_hold_decision or regional_price_comparison. The description mentions 'inform sell/hold timing' but does not state 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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