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whatif

Run counterfactual replays to test trading strategy variations by overriding parameters and filtering by strategy name.

Instructions

Counterfactual replay: same as replay_window plus a strategy-name filter and required param_overrides. Use for 'what if EMA period was 50 instead of 21' / 'show me the PnL if I had used a wider stop'.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
strategyYes
param_overridesYes
from_ts_nsNo
to_ts_nsNo
Behavior2/5

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

No annotations provided. Description does not disclose behavioral traits such as whether the tool is read-only, auth requirements, or side effects. It only states the basic function.

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?

Extremely concise: two sentences. Front-loaded with the core concept and immediately gives examples. No wasted words.

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?

Given 4 parameters (one nested), no output schema, and no annotations, the description is too brief. Lacks explanation of time range parameters, default behavior, and return value.

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 has 0% description coverage. Description adds meaning for strategy and param_overrides but does not explain from_ts_ns or to_ts_ns. Partially compensates but insufficient for all parameters.

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?

Clearly states it is a 'counterfactual replay' with a strategy filter and param_overrides, distinguishing it from sibling tool replay_window.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Provides concrete examples like 'what if EMA period was 50 instead of 21', clearly indicating use cases, though no explicit when-not-to-use or alternatives beyond mentioning replay_window.

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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