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Seovyn

seovyn_autopilot

The autopilot. Seovyn starts supervised (you approve every article) and earns autopilot after a run of approvals; on autopilot it publishes good drafts on its own after a hold. action "status" (default): the mode, its last 20 decisions next to what autopilot would have done, recent autopilot events and the publishing pace; "set_pace" { maxArticlesPerDay: 1-36, or null for no pacing } — how many articles are written and go live a day; "turn_off": back to supervised (the approval streak starts again — needs confirm).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
orgNoWhich organization: its accountId, website or name (seovyn_whoami lists them). Omitted: the user's current one.
limitNoEvents to show. Default 20.
actionNo
confirmNoSet to true only after the user has agreed to the preview this tool returned without it.
maxArticlesPerDayNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior4/5

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

With only readOnlyHint=false and destructiveHint=false provided, the description carries real weight and delivers: it explains the approval-streak gating, that autopilot publishes on its own after a hold, that turn_off resets the streak, and that turn_off requires confirmation. It does not state permission/authorization requirements, but the side-effect profile is otherwise well disclosed and consistent with the annotations.

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?

Front-loaded with the core concept ("The autopilot") before drilling into actions, and every clause carries information. The multi-clause semicolon sentences are dense and slightly harder to parse than ideal, but there is little true 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?

With no output schema, the description sensibly describes what status returns (mode, last 20 decisions vs. autopilot's hypothetical choices, recent events, publishing pace). For a 5-parameter, 0-required mode-control tool the coverage is solid; only auth/permission context is absent.

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?

At 60% schema coverage, the description compensates meaningfully: it defines the semantics of each enum action (which the schema leaves undocumented) and adds the 1-36 range plus 'null for no pacing' for maxArticlesPerDay. The org and limit parameters are left to the schema, which already documents them, so only partial compensation is needed.

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?

The description states a specific resource and behavior: autopilot mode management, with three named actions and an explicit default ("status"). It clearly frames the supervised-vs-autopilot distinction, though it never names or routes against siblings like seovyn_publish_queue or seovyn_review_article that an agent might confuse with publishing control.

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?

Each action is given a clear context: status is the default and returns mode/decisions/events/pace, set_pace controls daily volume, turn_off reverts to supervised and "needs confirm." The confirm-parameter workflow (set true only after reviewing the preview) is spelled out. No explicit when-not or alternative-tool guidance is given, so it stops short of the top band.

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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