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Heffl Free Tools

AI scope of work draft

sow_generate
Read-only

Generate a scope-of-work draft using the existing Heffl DeepSeek service. Returns untrusted HTML, not legal advice. Drafts may infer details; verify before use. Provider configuration required server-side. Free, no authentication required. Rate limited.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
timelineNo
clientNameNo
deliverablesNo
projectGoalsYes
projectTitleYes
serviceCategoryNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
sowYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.3/5.0
Behavior4/5

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

Goes well beyond the annotations: it discloses that output is untrusted HTML, that it is not legal advice, that drafts may hallucinate/infer, that server-side provider config is required, that it is free with no auth, and that it is rate limited. These are exactly the operational facts an agent needs and cannot get from readOnlyHint/openWorldHint.

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?

Six tight sentences, front-loaded with the verb and resource, then layered caveats. No filler; each clause carries a distinct operational warning.

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 an output schema available, the return value need not be described, and the behavioral caveats are thorough for a single-shot generation call. However the total absence of parameter guidance against a 0% schema coverage leaves the input side under-specified.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The description says nothing about any of the six parameters, and schema description coverage is 0%, so nothing compensates. Constraints such as the required projectTitle/projectGoals, the 4000-char goal limit, or the 30-item deliverables cap are left entirely to the raw schema.

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

Purpose4/5

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

States a specific verb (Generate) and resource (a scope-of-work draft) and names the underlying service (Heffl DeepSeek). The resource distinguishes it from pricing/agreement/email siblings, but the description never explicitly contrasts it with other generation tools like quotation_generate or whatsapp_generate.

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?

It gives no guidance on when to choose this tool over the other generation siblings, nor any preconditions for invoking it. 'Verify before use' is a caution about the output, not a when-to-use rule, so the agent gets no routing help.

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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