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prioritize_csc_leads

Read-onlyIdempotent

Rank a brand’s portfolio (or an explicit domain set) into prioritized CSC sales leads by product-gap value × severity. Multi-domain, paid. Reuses map_csc_products per domain, then ranks. Distinct from map_csc_products (per-domain product mapping) and batch_scan (raw scores).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
brandNoBrand seed apex; discovers the portfolio, derives ownership buckets, then ranks the top candidates.
formatNoOutput verbosity. Auto-detected if omitted.
domainsNoExplicit domain set to rank (max 10). Ownership bucket = "unknown".
force_refreshNoBypass cache and run fresh scans.

TDQS

A4.4/5.0
Behavior4/5

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

Annotations already provide readOnlyHint, idempotentHint, and destructiveHint. The description adds valuable context beyond these: it is paid, multi-domain, reuses map_csc_products, and ranks by a specific formula. It does not describe response formats or potential side effects, but with the annotations covering safety, this is adequate.

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 three sentences, front-loaded with the primary purpose, and every sentence adds value: one defines the function and ranking logic, one notes operational constraints (multi-domain, paid), and one differentiates from siblings. No wasted words.

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 no output schema, the description adequately conveys what the tool produces (prioritized leads). It covers input variants, cost, and relationship to other tools. It lacks explicit return format details, but for a ranking tool with four well-described parameters, this is not a critical gap.

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 description coverage is 100%, with each parameter (brand, format, domains, force_refresh) already described in the schema. The description adds no additional parameter-level meaning beyond what the schema provides, so the baseline score of 3 is appropriate.

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 clearly states the tool's purpose: ranking a brand's portfolio or explicit domain set into prioritized CSC sales leads, with a specific ranking criterion (product-gap value × severity). It also explicitly differentiates from sibling tools map_csc_products and batch_scan, making its unique role unmistakable.

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

Usage Guidelines5/5

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

The description provides explicit guidance on when to use this tool versus alternatives, naming map_csc_products and batch_scan and clarifying the difference (per-domain mapping vs. raw scores vs. this ranking tool). It also notes that it is multi-domain and paid, which are key operational considerations for an agent deciding whether to invoke it.

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

A3.6/5.0
Disambiguation4/5

Most tools have clearly distinct purposes, with detailed descriptions that help differentiate overlapping areas (e.g., check_dane vs check_dane_https). However, there are sets of similar tools (brand audit, OSINT, polling) that could cause confusion if descriptions are not carefully read.

Naming Consistency3/5

The naming is mostly readable but inconsistent: many check_* tools follow a verb_noun pattern, but there are also noun_verb names (scan_domain, cymru_asn), bare verbs (generate), and varied patterns for async operations (discover_brand_domains_start vs discover_brand_domains).

Tool Count2/5

With 80 tools, the server feels overstuffed. It covers multiple domains (DNS, email, brand, OSINT, M365) that could benefit from separation. The high number includes many polling/status tools that add overhead.

Completeness3/5

The server covers core DNS and email security checks thoroughly, including many edge cases (e.g., BIMI, MTA-STS, subdomain takeover). However, there are gaps like lack of direct DNS record management and some OSINT tools are restricted to operator deployment, leaving agents with dead ends.