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quick_ai_and_growth_toolbox

Read-only

All-in-one AI & growth engineering toolkit: Optimizes system prompts with zero-hallucination XML guardrails, generates viral social/video hooks, creates YouTube SEO packages, and audits prompt injection risks in one unified operation.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
output_typeNoPrimary deliverable focus
prompt_or_topicYesTopic, product concept, or prompt instruction

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
successYesWhether AI growth generation succeeded
monetizationNo
viral_hook_and_seoYes
hardened_system_promptYes
security_defense_layerNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.8/5.0
Behavior3/5

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

Annotations declare readOnlyHint=true, so the safety profile is already covered, and generation-and-return does not contradict a read-only hint. The description adds that everything happens 'in one unified operation' and mentions prompt-injection auditing, which is useful context, but it discloses nothing about limits, cost, or how the bundled outputs relate to each other.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

It is a single compact sentence with no filler paragraphs, which is structurally sound. However, marketing qualifiers such as 'viral' and 'zero-hallucination' consume space without informing invocation, and the key operational fact (output_type modes) is deferred to the schema.

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

Completeness3/5

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

With 2 params, complete schema coverage, and an output schema present, the description need not explain returns. For a multi-mode bundled tool, though, an agent still lacks guidance on choosing between the three output_type values and on where the injection-audit capability fits, which is a meaningful 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% for both parameters, so the baseline is 3. The description's four advertised capabilities do not cleanly map onto the three output_type enum values (system_prompt, video_script_and_seo, all_in_one_growth_kit), so it neither clarifies nor compensates for mode selection.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names several concrete functions (prompt optimization with XML guardrails, viral hook generation, YouTube SEO packages, injection audits), so the verb+resource is stated. However, it presents itself as an 'all-in-one' bundle with no indication of which capability dominates or how it differs from siblings like quick_developer_toolbox or omni_gateway_route, leaving selection ambiguous.

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

Usage Guidelines2/5

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

There is no when-to-use guidance, no mention of when-not-to-use, and no alternative tool is named despite three plausible sibling candidates. An agent receives no routing signal beyond the capability list.

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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