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aipm-engine

AI Process Manager

by aipm-engine

get_recent_events

Read-only

Retrieve the last 24 hours of Windows process, window, and file events to determine what happened during your absence, such as when a process ended and its duration.

Instructions

Last 24h of PC events: process_started, process_ended (with duration), window_focused, file_changed. Useful for "what happened while I was away" (e.g. when did the render finish?).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
typeNoFilter by type (process_ended, file_changed, ...)
limitNoMax events (default 50, max 1000)
Behavior4/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, so the safety profile is covered. The description adds valuable behavioral context: the 24-hour time window and that process_ended events include duration, which are not present in annotations.

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?

Two sentences, front-loaded with the core functionality (last 24h of PC events) and event types, followed by a practical use case. No redundancy, every word earns its place.

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?

Annotations cover safety, schema documents parameters, and the description explains the time scope and event types. For a simple read-only list tool, this is complete enough for an agent to select and invoke 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 both parameters (type, limit) are already documented. The tool description adds no additional parameter semantics beyond what the schema provides, so the baseline score of 3 is appropriate.

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 ('get') and resource ('recent events'), and lists concrete event types (process_started, process_ended, window_focused, file_changed). This clearly distinguishes it from sibling tools like list_processes and get_audit_log.

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?

The description provides an explicit use case ("what happened while I was away") with a concrete example ("when did the render finish?"). This gives clear context for when to use the tool, though it does not explicitly mention alternatives or exclusions.

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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