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coalesce-transform-mcp

coalesce-transform-mcp

Official
by Coalesce-Software-Inc
OverviewSchemaSourceRelated ServersDiscussionsAdmin
TypeScript
Local

Personalize Skills

personalize_skills
Idempotent

Export bundled Coalesce skills to a local directory. Edit user_skills files to customize or override defaults, with no risk of overwriting existing files.

Instructions

Export all bundled Coalesce skill files to a local directory for customization. Each skill gets two files: coalesce_skills.{name}.md (the default) and user_skills.{name}.md (your overrides). Edit user_skills files to augment or override the defaults. Idempotent — never overwrites existing files.

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": "personalize_skills"
  }
}

Input Schema

NameRequiredDescriptionDefault
directoryNoDirectory to export skills to. Defaults to /root/.coalesce-mcp/skills

Output Schema

NameRequiredDescriptionDefault
createdYes
directoryYes
configHintYes
totalSkillsYes
alreadyExistedYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.10.1

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already provide idempotentHint=true and destructiveHint=false. The description adds context: the exact files created (coalesce_skills.{name}.md and user_skills.{name}.md) and confirms idempotency with 'never overwrites existing files'. This goes beyond annotations and provides useful behavioral detail.

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 three sentences, front-loaded with the core purpose, then details outputs and behavior. No redundant information; every sentence 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?

Given the tool's simplicity (one optional parameter, annotations covering idempotency, and an output schema handling return values), the description covers purpose, outputs, and behavior completely. There are no gaps for the agent.

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%, and the input schema already describes the directory parameter with default value. The description does not add further parameter meaning, so it meets the baseline for this dimension.

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 specific action: 'Export all bundled Coalesce skill files to a local directory for customization.' It uses a direct verb-resource pair and distinguishes from sibling tools which deal with workspace nodes, runs, etc.

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 indicates when to use the tool (to customize skills by editing user_skills files) and implies no alternatives among siblings. However, it does not explicitly state when not to use it or mention alternatives, so it misses explicit 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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