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lightbulb-mcp

lightbulb-mcp

by RPasquale
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Remote

list_workflow_improvement_packets

Discover proposed or human-approved SDK-first workflow improvement packets. Filter by status or output directory to review actionable enhancements for your development process.

Instructions

List proposed or human-approved SDK-first workflow improvement packets.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "list_workflow_improvement_packets"
  }
}

Input Schema

NameRequiredDescriptionDefault
statusNo
output_dirNo

Output Schema

NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Addedv0.1.1

TDQS

C2.7/5.0
Behavior2/5

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

No annotations are provided, so the description must carry the behavioral disclosure burden. It only says 'List', which implies read-only, but it does not explain the surprising output_dir parameter, whether files are written, or any filtering semantics beyond status. The behavioral profile is under-specified.

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 focused sentence with no filler. It is front-loaded with the verb and resource, and every word contributes meaning, though the phrase 'SDK-first' is somewhat jargon-heavy.

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?

For a tool with no annotations, two undocumented optional parameters, and a large sibling family including list_server_workflow_improvement_packets, the description is too thin. It does not clarify output_dir behavior, status values, or when to choose this over related listing tools, leaving an agent to guess.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0% for both parameters, and the description must compensate. It partially explains the status parameter by naming 'proposed or human-approved' values, but it does not clarify allowed values, the meaning of empty defaults, or the purpose of output_dir at all.

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 clear action (List) and a specific resource (SDK-first workflow improvement packets), with a scope qualifier ('proposed or human-approved'). It conveys what the tool operates on and hints at the status dimension, though it does not explicitly contrast with the sibling list_server_workflow_improvement_packets.

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 given about when to use this tool versus list_server_workflow_improvement_packets or get_server_workflow_improvement_packet. The 'SDK-first' qualifier implies a distinction from server-side packets, but the description does not state a decision rule or mention alternatives.

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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