Skip to main content
Glama
Nevery-qiao

qianji-agent

by Nevery-qiao

qianji_capabilities

Read-onlyIdempotent

Discover which Qianji bookkeeping operations are exposed and what limits apply before calling them, preventing unsupported write attempts.

Instructions

列出当前代码已开放的操作及限制;存在操作不代表其全部组合已验收。

Input Schema

NameRequiredDescriptionDefault

No arguments

Output Schema

NameRequiredDescriptionDefault
codeNo
stateYes
totalNo
actionNo
deletedNo
recordsNo
recoveryNo
trackingNo
image_keyNo
object_idNo
book_countNo
compatibleNo
operationsNo
request_idNo
limitationsNo
next_offsetNo
writes_sentNo
capabilitiesNo
continuationNo
account_reviewNo
backup_createdNo
dispatch_stateNo原财务发送留证状态;不是成功/无效果证明,不允许据此重发
safe_to_resendNo
complete_sourceNo
runtime_versionNo
download_variantNonative_huge为官方账单图片域名的!huge显示版本;服务可能重新编码
related_bill_idsNo
requires_versionNo
balances_verifiedNo
expected_balancesNo
verification_codeNo有限的核验失败类别;旧请求缺失发送证据不会自动解除未知屏障
dispatch_error_codeNo
file_content_verifiedNo
image_pixels_verifiedNo严格HTTPS下载原生无损显示版本,与本地原图按方向归一化后逐像素相同;不等于原文件字节相同
storage_hash_verifiedNo
native_fields_verifiedNo
task_execution_observedNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.2.0

TDQS

A3.5/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false and openWorldHint, so the safety profile needs no restating. The description adds genuinely useful context beyond them: the capability list reflects only what the current code exposes, and presence of an operation does not mean all its parameter combinations have been validated. It stops short of saying anything about how large or fresh the list is.

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?

A single front-loaded sentence with the scope stated first and the interpretive caveat second. Every clause earns its place and there is no filler.

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?

An output schema exists, so return values need no explanation, and with zero parameters the description only has to establish purpose and the caveat about unvalidated combinations, which it does. A brief pointer that this should precede invoking other qianji tools would have closed the remaining gap.

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

Parameters4/5

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

The tool takes zero parameters, so the description carries no parameter burden. Baseline of 4 applies; nothing in the description contradicts or misrepresents the empty 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+resource: lists the operations exposed by the current code plus their limitations. That is clearly distinct from action-oriented siblings like qianji_execute or qianji_query. It does not, however, explicitly name those siblings to sharpen the contrast.

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?

No statement of when to call this versus qianji_connection, qianji_query, or the other siblings. The second clause is a caveat about interpreting results rather than routing guidance, so the agent must infer that this is a pre-flight discovery step.

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