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AFOS — Agentic Financial OS

text_summarize

Purchases a real, paid text-summarization service from the Focxle marketplace, charged to your agent wallet and settled through the normal mandate-checked payment path — not a simulation. Give it any block of text and it returns a concise extractive summary. Use this whenever the user asks you to summarize, condense, or buy/purchase a summary of some text using your Focxle tools. Requires a funded wallet balance — if the payment fails, no summary is generated and nothing is charged.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
textYesThe text to summarize. Required.
max_sentencesNoMaximum sentences in the summary (default 2, max 5).

TDQS

A4.4/5.0
Behavior5/5

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

With no annotations, the description carries the full burden and does an excellent job. It discloses that this is a real charged transaction, settles through a mandate-checked payment path, requires a funded wallet, and describes the failure behavior (no summary, no charge). This goes far beyond the schema and provides vital behavioral context.

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

Conciseness4/5

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

The description is four sentences, somewhat longer than strictly minimal, but every sentence adds value: explaining the paid nature, the return type, when to use, and failure conditions. It is front-loaded with the core purpose and remains readable.

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

Completeness5/5

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

Given that this is a paid transaction tool with no annotations and no output schema, the description is remarkably complete. It covers the payment side effects, prerequisites (funded wallet), failure behavior, and usage guidance, making it sufficient for an agent to select and invoke the tool 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%, so the baseline is 3. The description adds little parameter-level detail beyond what the schema already provides; it mentions 'any block of text' and 'concise extractive summary' but does not elaborate on max_sentences or other parameter semantics. The schema already documents both parameters adequately.

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 purchases a real, paid text-summarization service and returns a concise extractive summary. It uses a specific verb ('purchases') and resource ('text-summarization service'), and distinguishes this from siblings by emphasizing it is a paid marketplace transaction rather than a free utility.

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?

Explicitly directs use 'whenever the user asks you to summarize, condense, or buy/purchase a summary of some text using your Focxle tools.' It offers clear context, but does not mention when not to use it or provide alternatives, so it falls short of a full 5.

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
Disambiguation5/5

Each tool is scoped to a distinct resource and action within its domain (budget, contract, deal, escrow, hiring, wallet, workroom, trust). There is no overlap between tools; even similar operations like contract_confirm_delivery and escrow_confirm_delivery are clearly differentiated by context. A model can reliably select the correct tool for a given task.

Naming Consistency5/5

Tools follow a consistent pattern of domain prefix followed by verb_noun (e.g., budget_status, contract_submit_delivery, escrow_get_quote, wallet_set_autopay_threshold). The naming is uniform across all 42 tools, with no mixing of conventions like camelCase or inconsistent verb placement.

Tool Count2/5

With 42 tools, the server is heavily overloaded. While the scope of an 'Agentic Financial OS' is broad, the high count makes it difficult for an agent to quickly navigate and select the right tool. Many tools could be consolidated (e.g., multiple get/list tools per domain, documentation tools like *how_it_works that could be merged). The count exceeds the recommended range and feels excessive.

Completeness5/5

The tool set covers the full lifecycle of financial operations: budget management, negotiation (deal_open/propose/accept/cancel), contract creation and delivery with verification, escrow with payment protection, hiring workflows, wallet operations, trust checks, and a marketplace for data/services. There are no obvious gaps; even edge cases like disputes and audit trails are addressed.

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