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Read Decision Package

talonic_read_decision_package
Read-only

Read a claimed decision task's frozen input package page, with provenance locators, to obtain the records needed for the decision and copy evidence verbatim for submission.

Instructions

Read one page of a claimed decision task's frozen input package: the records the decision must be made from, with their provenance locators. Only the current claimant may read it; each page read is journaled onto the run.

USE WHEN: after a successful claim, walking pages from package.first_cursor while pagination.has_more is true. The first page also carries the source documents list. A mining_round package is one record { system_prompt, first_turn, tools }. NOT FOR: unclaimed tasks (HTTP 409; claim first) or listing tasks (talonic_list_decision_tasks). ARGS: task_id, optional cursor and limit (1 to 2000). Copy evidence locators verbatim from these records for the submit. AUTH: a tlnc_ key needs a per-app 'decide' grant; an OAuth connector session needs the apps:decide scope (consented at connect) and a live workspace role of senior_member or above. A 403 (decide_grant_required, insufficient_scope, insufficient_tier) names what is missing — tell the user, do not retry.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoRecords per page, 1 to 2000. Defaults to the platform page size (package.page_size from the claim).
cursorNoOpaque package cursor: package.first_cursor from the claim, then pagination.next_cursor. Omit for the first page.
task_idYesDecision task UUID.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Addedv0.1.81

TDQS

A3.9/5.0
Behavior1/5

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

Annotation Contradiction: the annotations declare readOnlyHint=true, but the description says 'each page read is journaled onto the run,' which is a state change. This directly contradicts the read-only hint. The description is otherwise transparent about auth errors, but the contradiction is severe because it makes the tool's side effects falsely appear harmless.

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 structured with clear USE WHEN, NOT FOR, ARGS, and AUTH sections, with the core purpose front-loaded. Every section carries necessary operational detail and there is no filler or redundant repetition.

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?

For a paginated read tool with no output schema, the description fully compensates: it describes what the page contains, the first page's source document list, the special mining_round package shape, pagination flow, and auth/error behavior. An agent has enough information to call it 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 description coverage is 100%, so the baseline is 3 even though the description adds little. The ARGS section restates parameter names without adding new semantic meaning beyond the schema; 'Copy evidence locators verbatim' is a usage note rather than parameter semantics.

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 states a specific verb and resource: 'Read one page of a claimed decision task's frozen input package' and explicitly distinguishes itself from listing tasks with 'NOT FOR: ... listing tasks (talonic_list_decision_tasks).' This makes the tool's unique purpose immediately clear.

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 gives explicit usage timing: 'after a successful claim, walking pages from package.first_cursor while pagination.has_more is true.' It also states exclusions (unclaimed tasks, listing tasks) and auth requirements, so the agent knows exactly when and when not to call this tool.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.