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laen_find_blockers

FREE. Search LAEN's live blocker feed (universal blocker schema) for execution blockers matching a failure signature. Returns fundable blockers with gap_type, failing_assertion, resolution_contract (x402), resolution_state (KNOWN_RESOLUTION = instant), and measured latency where available.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNomax results (default 10)
subjectNosubject/entity name to match (e.g. a vendor, product, or host)
gap_typeNoe.g. provenance_chain_break, unverified_safety_recall
identifierNoidentifier/URL substring to match (e.g. api.example.com)
obligation_classNosafety | ai_governance | regulatory | ...

TDQS

A3.8/5.0
Behavior3/5

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

With no annotations provided, the description carries the burden of disclosing behavioral traits. It provides useful details: the operation is a search/read ('Search', 'Returns'), it is 'FREE', and it returns live data with specific resolution_state semantics (KNOWN_RESOLUTION = instant). However, it does not disclose whether any side effects occur, rate limits, authentication requirements, or pagination behavior, leaving some transparency gaps.

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?

The description is two sentences: the first establishes the action and resource, the second enumerates return fields. It is appropriately sized, front-loaded with 'FREE' and the search action, and every phrase earns its place. No filler or redundancy.

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

Completeness4/5

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

Given the moderate complexity (5 optional params, no output schema, no annotations), the description does a solid job by listing key return fields (gap_type, failing_assertion, resolution_contract, resolution_state, latency). It conveys the tool's role in a broader workflow, though it could further clarify how results connect to siblings like laen_resolve. Overall, it is sufficiently complete for an agent to select and invoke the tool.

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 input schema already provides 100% description coverage for all five optional parameters, including examples like 'api.example.com'. The tool description adds general context about 'matching a failure signature' but does not enhance the meaning of individual parameters beyond the schema. This aligns with the baseline of 3 for high schema coverage.

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 a specific action ('Search LAEN's live blocker feed') and clearly identifies the resource and purpose (matching execution blockers to a failure signature). It lists concrete return fields, making the tool's role unmistakable even without comparing to siblings. 'FREE' and 'live blocker feed' add operational context without obscuring the core function.

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

Usage Guidelines3/5

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

The description implies usage context (searching for blockers before resolution) and mentions 'matching a failure signature' as the primary filter, which gives some situational guidance. However, it does not explicitly state when to prefer this tool over laen_quote or laen_resolve, nor does it give exclusions or prerequisites. The usage guidance is adequate but not fully explicit.

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

A4/5.0
Disambiguation4/5

The tools are mostly distinct: army_list_services and army_quote are clear (list vs. quote), and laen_find_blockers and laen_quote are similar but one finds blockers and the other quotes a specific blocker. However, army_quote and laen_quote both serve the purpose of providing payment requirements for their respective domains, and a agent might confuse which quote applies to which service. The distinction is reinforced by naming (army_ vs laen_) but still a minor overlap.

Naming Consistency3/5

The naming uses a mix of snake_case for verbs like 'army_buy' and 'army_list_services', but 'laen_find_blockers' and 'laen_resolve' follow a similar pattern. However, 'army_' and 'laen_' prefixes are inconsistent - one uses 'army' and the other 'laen', and the verbs are not consistently placed (buy vs list_services vs find_blockers vs resolve). The pattern is readable but not fully uniform.

Tool Count5/5

Six tools is appropriate for a server that spans two focused domains (Army services and LAEN blockers). Each tool has a clear role: list, quote, buy/resolve, and find, which is a tight functional set. This is well within the ideal range, and the server doesn't feel over- or under-loaded.

Completeness4/5

The server covers the full lifecycle for both domains: list services and find blockers (discovery), quote (pricing), and buy/resolve (payment and execution). The only gap is that there is no cancellation or refund tool, but given the fail-closed nature, that's not critical. The core workflow of discover->quote->pay->receive is complete.

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