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discover_new

Execute a research query and generate a fit-check prompt, storing search state for subsequent refinement.

Instructions

Run search + emit fit-check prompt, stashing state for discover_continue.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
cluster_slugYes
queryYes
year_fromNo
year_toNo
min_citationsNo
backendsNo
limitNo
definitionNo
exclude_typesNo
exclude_termsNo
min_confidenceNo
rank_byNosmart
fieldNo
regionNo
from_variantsNo
expand_autoNo
expand_fromNo
expand_hopsNo
seed_doisNo
include_existingNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

No annotations provided, so description must carry burden. Describes search (likely external), emitting a prompt, and stashing state (side effect). Does not detail side effects, authorization needs, or rate limits.

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?

Single short sentence (12 words) that conveys core actions efficiently. No redundancy, but could add slight parameter context without bloat.

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?

With 20 parameters and no annotations, description lacks details on output, the fit-check prompt, and state stashing semantics. Output schema exists but description doesn't reference it.

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%, requiring description to compensate. Description does not mention any parameters (20 params, 2 required), leaving agent with no guidance beyond raw 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?

Description clearly states verb+resource: 'Run search + emit fit-check prompt, stashing state for discover_continue.' It distinguishes from sibling discovery tools (discover_continue, discover_clean, etc.) by indicating it is the initial step that stashes state for continuation.

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?

Implies usage as first step before discover_continue, but does not explicitly state when not to use or compare with alternatives like discover_clean or discover_variants.

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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