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bidclub_search_episodes

Full-text search across titles, deks, TL;DRs, digests and transcripts, with a substring sweep that handles Chinese queries the tokenizer cannot segment. Returns up to 20 metadata rows, never content. When the response carries partial: true the query only covered the newest searched_recent episodes, so say so rather than reporting an absence.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
qYesQuery text. English words are stemmed; Chinese matches as a substring.
lenNoEpisode duration bucket.
showNoShow id from bidclub_list_shows.
timeNoRestrict to episodes published within this window.
personNoExact participant name, matched against the "person:" chips.
source_langNoFilters by the episode's ORIGINAL language. Chinese digests exist for most English-source episodes, so do NOT set source_lang=ZH just because you want Chinese output — use the lang parameter on bidclub_get_episode instead.

TDQS

A4.5/5.0
Behavior5/5

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

With no annotations, the description fully discloses behavior: it explains the substring sweep for Chinese, the 20-row metadata limit, and the partial: true response flag. This goes beyond standard expectations and gives the agent critical handling instructions.

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?

Two well-structured sentences with no filler. The primary action is front-loaded, and every clause contributes functional detail, from search fields to return limits and partial-result handling.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Despite having no output schema or annotations, the description covers the key aspects an agent needs: what is searched, what is returned, the result limit, and how to handle partial results. This is sufficient for correct invocation and result interpretation.

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?

The schema already describes all six parameters with 100% coverage, so the description adds only marginal value for 'q' via 'substring sweep'. The extra context on substring handling is useful but does not substantially enhance parameter understanding 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 opens with 'Full-text search across titles, deks, TL;DRs, digests and transcripts', clearly stating the verb ('search') and the resources. It differentiates itself from sibling tools like get_episode and list_episodes by specifying it returns metadata rows rather than content.

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?

The description provides clear operational context, including how to interpret partial results ('say so rather than reporting an absence'). However, it does not explicitly contrast with sibling tools or state when not to use this tool, so it earns a 4 rather than a 5.

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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TDQS

A4.3/5.0
Disambiguation3/5

Most tools are distinct, but list_episodes and feed_index both return episode metadata with filtering, creating ambiguity. get_episode, search_episodes, and download_links are clearly different.

Naming Consistency4/5

The pattern is consistently bidclub_<verb>_<noun> for five tools (download_links, get_episode, list_episodes, list_shows, search_episodes). bidclub_feed_index breaks the verb pattern, being a noun phrase.

Tool Count5/5

Six tools is well within the ideal 3-15 range. Each tool serves a distinct retrieval need for the library, covering browsing, searching, fetching, and downloading.

Completeness5/5

The domain is a read-only catalogue and content retrieval API. The set covers listing shows and episodes, searching, fetching content sections, and generating download links. No obvious missing operations for the stated purpose.

Resources