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musaceylan

looplens-mcp

by musaceylan

create_session

Initiate a LoopLens debug session to track tool events and identify retry loops in agentic coding workflows, enabling structured analysis of iteration patterns.

Instructions

Create a new LoopLens debug session to track tool events.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
labelNoHuman-readable session label
metadataNoOptional metadata dict
source_typeNoEvent source typeclaude_code
Behavior2/5

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

No annotations are provided, so the description carries the full burden. It only states that a new debug session is created, but does not disclose any behavioral details such as whether a session ID is returned, whether sessions need to be closed, or any side effects or limits.

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?

The description is a single, concise sentence that is front-loaded with the main action. It avoids fluff, but could have included more useful context without becoming verbose.

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?

Given the lack of annotations and output schema, the description is incomplete. It does not explain what the tool returns, whether any prerequisites exist, or how it fits into the workflow with related tools like ingest_event and close_session.

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%, so the baseline is 3. The description adds no additional parameter semantics beyond the schema's own descriptions for label, metadata, and source_type. It merely provides context about tracking tool events.

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 clearly states the verb 'Create' and the resource 'LoopLens debug session', with the purpose 'to track tool events'. This distinguishes it from sibling tools like get_session, list_sessions, and close_session.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage (create a session when starting to track tool events) but does not explicitly state when to use this tool versus alternatives like ingest_event or close_session. There are no exclusions or alternative tool mentions.

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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