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Ask Licium for a source it does not have

request_source

Give a public list page or describe what you need in words. If it is already covered you get the source and rows immediately. Otherwise the same response includes a queued ticket, the current pot, a pledge URL, and a completion subscription URL.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlNoThe public list page.
needNoWhat source or rows you need, written in words.
noteNoAnything that helps a person judge it.
fieldsNoColumns you need.

TDQS

A4.2/5.0
Behavior4/5

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

With no annotations, the description carries full burden. It discloses the two distinct response paths (immediate rows vs. queued ticket with pledge/subscription URLs), giving meaningful behavioral insight beyond schemas. It does not mention prerequisites or financial implications beyond the presence of a pledge URL, but the outcome is well explained.

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 sentences, front-loaded with the primary instruction, and no redundancy. Every phrase contributes meaning, covering input modes and both output branches efficiently.

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?

For a moderate-complexity tool with no output schema and no annotations, the description covers the essential response structures and conditional behavior. It lacks explicit guidance on parameter combinations (e.g., can note/fields accompany either url or need?) but provides enough for an agent to invoke correctly.

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% and property descriptions exist for all four parameters. The description adds little beyond paraphrasing the oneOf requirement ("Give a public list page or describe what you need in words") and does not enrich note or fields. This matches the baseline 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 title and description clearly state the tool's purpose: asking Licium for a source it does not currently have. The description specifies two alternative input methods (URL or textual need) and distinguishes the behavior for already-covered sources, which differentiates it from sibling tools like get_source and list_sources.

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 implies when to use it: when a source is not already covered. It explains the immediate result if covered vs. queued result if not, providing clear context. However, it does not explicitly name alternatives like get_source for existing sources, so it stops short of giving 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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TDQS

B3.4/5.0
Disambiguation4/5

Most tools have clearly distinct purposes, but a few could be confused: 'needs_intake' and 'request_source' both accept natural language requests, and 'bounty_self_gate' vs 'check_received_work' both involve checking work against criteria. Overall, detailed descriptions help differentiate them.

Naming Consistency3/5

Naming is inconsistent: some tools use verb_noun ('get_source', 'list_sources') while others use noun_verb ('bounty_get', 'capability_call'). There are also oddities like 'agent_register' and 'bounty_counter'. The mixed conventions are still readable but not predictable.

Tool Count2/5

With 26 tools, the server exceeds the recommended 3-15 range and feels heavy. Many tools are specific, but the sheer number may overwhelm agents, and some could potentially be consolidated (e.g., subscription tools).

Completeness3/5

The domain is broad (bounties, capabilities, sources) and most core workflows are covered, but there are notable gaps: no explicit tool to accept a bounty submission, no unsubscribe or management for subscriptions, and no way to remove or deprecate a capability. These missing lifecycle operations could cause agent workarounds.

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