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badchars

living-off-the-land-lolbins-mcp-server

by badchars

correlate_incident_timeline

Map incident timeline events to identify attack sequences and reconstruct attack chains from evidence using LOL techniques.

Instructions

Correlate incident timeline events to LOL techniques — map events, identify attack sequences, reconstruct attack chains from evidence.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
modeYesTimeline correlation mode
eventsNoList of timeline events to analyze
evidenceNoPartial evidence text to reconstruct chain from
Behavior2/5

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

No annotations are present, so the description carries full burden. It only describes core functionality without disclosing whether the tool is read-only, requires permissions, or has side effects. The output behavior is not mentioned.

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 a single sentence that front-loads the main action with no wasted words. It is appropriately sized.

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

Completeness2/5

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

Despite no output schema, the description does not hint at return format or provide examples. For a tool with three parameters and three modes, more detail on expected outcomes or mode usage is needed.

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% with parameter descriptions. The description paraphrases the enum values but does not add substantial meaning beyond what the schema provides. Baseline 3 is appropriate.

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 clearly states the tool correlates incident timeline events to LOL techniques, with specific actions like mapping events, identifying sequences, and reconstructing chains. It uses a specific verb and resource, but does not explicitly differentiate from sibling tools like 'discover_chains' or 'identify_technique'.

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 guidance is provided on when to use this tool versus alternatives. The description does not mention prerequisites, exclusions, or specific contexts.

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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