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musaceylan

looplens-mcp

by musaceylan

ingest_event

Ingest a single tool event into a session to support retry loop detection and iteration pattern analysis in agentic coding workflows.

Instructions

Ingest a single tool event into a session.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
statusNosuccess|error|timeoutsuccess
tool_nameYesName of the tool invoked
session_idYesTarget session UUID
tool_inputNoTool input payload
duration_msNoDuration in ms
source_typeNoSource typeclaude_code
tool_outputNoTool output payload (optional)
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 of behavioral disclosure. It does not mention whether the operation is idempotent, what side effects occur on the session, or how status values like 'error' or 'timeout' are handled.

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, direct sentence with no wasted words. It is concise and front-loaded.

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?

The tool has 7 parameters and no output schema, yet the description provides almost no context about the broader behavior, return values, or how it fits into the session lifecycle. The description is too sparse to be fully self-contained.

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 the parameters are fully described in the schema. The description adds no additional parameter semantics, but the schema already covers all fields.

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 action (ingest), the object (a single tool event), and the destination (a session). The word 'single' distinguishes it from the sibling tool 'ingest_batch'.

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 for individual tool events, but it does not explicitly state when to use this tool versus alternatives like 'ingest_batch' or 'annotate_event'. No exclusions or preconditions are mentioned.

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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