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AgentPMT Workflow Skills

AgentPMT-Workflow-Skills

AgentPMT Workflow Skills - Fetch, Search, and Use Agent Workflows and Skills. Use to retrieve, initiate, and complete workflows.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
skipNoNumber of results to skip for pagination
limitNoMaximum results to return (1-200)
queryNoOptional substring search over name/description (case-insensitive)
actionYesThe action to perform
ratingNoWorkflow rating from 1-5 stars (required for interactive end_workflow)
commentNoComment about the workflow experience (required for end_workflow)
includeNoComma-separated entity types to include for browse_industry: workflows, content, categories. Defaults to all.
outcomeNoRequired for managed headless end_workflow calls. Use completed only when every required workflow outcome succeeded; use failed when a required outcome is unrecoverable.
summaryNoConcise terminal summary for a managed headless workflow run.
industryNoIndustry name or slug (required for browse_industry). Returns linked workflows, content, and categories.
skill_idNoSkill chain ObjectId or slug (required for get_workflow_skill, start_workflow, end_workflow)
warningsNoNon-fatal warnings for an otherwise completed workflow.
publisherNoFilter by publisher username (case-insensitive substring match)
retryableNoWhether retrying the failed workflow may succeed.
categoriesNoComma-separated category names to filter by
error_codeNoStable error code required when outcome is failed.
error_messageNoSafe error explanation required when outcome is failed.
industry_tagsNoComma-separated industry tag names to filter by
failed_node_idNoWorkflow node that could not be completed, when known.
suggested_improvementsNoSuggested improvements or changes to the workflow (optional)

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed20 schema fields changed
    • changedInput schema / properties / action / description
      Previous value: -"Operation to perform: search, browse_industry, get_workflow_skill, start_workflow, end_workflow, get_active_workflow, get_instructions"New value: +"The action to perform"
    • addedInput schema / properties / categories / default
      Added value: +null
    • addedInput schema / properties / comment / default
      Added value: +null
    • addedInput schema / properties / error_code
      Added value: +{
      +  "default": null,
      +  "description": "Stable error code required when outcome is failed.",
      +  "type": "string"
      +}
    • addedInput schema / properties / error_message
      Added value: +{
      +  "default": null,
      +  "description": "Safe error explanation required when outcome is failed.",
      +  "type": "string"
      +}
    • addedInput schema / properties / failed_node_id
      Added value: +{
      +  "default": null,
      +  "description": "Workflow node that could not be completed, when known.",
      +  "type": "string"
      +}
    • addedInput schema / properties / include / default
      Added value: +null
    • addedInput schema / properties / industry / default
      Added value: +null
    • addedInput schema / properties / industry_tags / default
      Added value: +null
    • addedInput schema / properties / outcome
      Added value: +{
      +  "default": null,
      +  "description": "Required for managed headless end_workflow calls. Use completed only when every required workflow outcome succeeded; use failed when a required outcome is unrecoverable.",
      +  "enum": [
      +    "completed",
      +    "failed"
      +  ],
      +  "type": "string"
      +}
    • addedInput schema / properties / publisher / default
      Added value: +null
    • addedInput schema / properties / query / default
      Added value: +null
    • addedInput schema / properties / rating / default
      Added value: +null
    • changedInput schema / properties / rating / description
      Previous value: -"Workflow rating from 1-5 stars (required for end_workflow)"New value: +"Workflow rating from 1-5 stars (required for interactive end_workflow)"
    • addedInput schema / properties / retryable
      Added value: +{
      +  "default": null,
      +  "description": "Whether retrying the failed workflow may succeed.",
      +  "type": "boolean"
      +}
    • addedInput schema / properties / skill_id / default
      Added value: +null
    • addedInput schema / properties / skip / default
      Added value: +0
    • addedInput schema / properties / suggested_improvements / default
      Added value: +null
    • addedInput schema / properties / summary
      Added value: +{
      +  "default": null,
      +  "description": "Concise terminal summary for a managed headless workflow run.",
      +  "type": "string"
      +}
    • addedInput schema / properties / warnings
      Added value: +{
      +  "default": null,
      +  "description": "Non-fatal warnings for an otherwise completed workflow.",
      +  "items": {
      +    "description": "",
      +    "type": "string"
      +  },
      +  "type": "array"
      +}
  2. Changed1 schema field changed
    • addedInput schema / $schema
      Added value: +"https://json-schema.org/draft/2020-12/schema"
  3. Changed1 schema field changed
    • changedInput schema / properties / action / enum
      Previous value: -[
      -  "search",
      -  "browse_industry",
      -  "get_workflow_skill",
      -  "start_workflow",
      -  "end_workflow",
      -  "get_active_workflow",
      -  "get_instructions"
      -]New value: +[
      +  "browse_industry",
      +  "end_workflow",
      +  "get_active_workflow",
      +  "get_instructions",
      +  "get_workflow_skill",
      +  "search",
      +  "start_workflow"
      +]
  4. Changed4 schema fields changed
    • changedInput schema / properties / action / description
      Previous value: -"Operation to perform: search, get_workflow_skill, start_workflow, end_workflow, get_active_workflow, get_instructions"New value: +"Operation to perform: search, browse_industry, get_workflow_skill, start_workflow, end_workflow, get_active_workflow, get_instructions"
    • changedInput schema / properties / action / enum
      Previous value: -[
      -  "search",
      -  "get_workflow_skill",
      -  "start_workflow",
      -  "end_workflow",
      -  "get_active_workflow",
      -  "get_instructions"
      -]New value: +[
      +  "search",
      +  "browse_industry",
      +  "get_workflow_skill",
      +  "start_workflow",
      +  "end_workflow",
      +  "get_active_workflow",
      +  "get_instructions"
      +]
    • addedInput schema / properties / include
      Added value: +{
      +  "description": "Comma-separated entity types to include for browse_industry: workflows, content, categories. Defaults to all.",
      +  "type": "string"
      +}
    • addedInput schema / properties / industry
      Added value: +{
      +  "description": "Industry name or slug (required for browse_industry). Returns linked workflows, content, and categories.",
      +  "type": "string"
      +}
  5. Changed9 schema fields changed
    • addedInput schema / properties / categories
      Added value: +{
      +  "description": "Comma-separated category names to filter by",
      +  "type": "string"
      +}
    • addedInput schema / properties / industry_tags
      Added value: +{
      +  "description": "Comma-separated industry tag names to filter by",
      +  "type": "string"
      +}
    • addedInput schema / properties / limit / maximum
      Added value: +200
    • addedInput schema / properties / limit / minimum
      Added value: +1
    • addedInput schema / properties / publisher
      Added value: +{
      +  "description": "Filter by publisher username (case-insensitive substring match)",
      +  "type": "string"
      +}
    • addedInput schema / properties / rating / maximum
      Added value: +5
    • addedInput schema / properties / rating / minimum
      Added value: +1
    • changedInput schema / properties / skill_id / description
      Previous value: -"Skill chain ObjectId (required for get_workflow_skill, start_workflow, end_workflow)"New value: +"Skill chain ObjectId or slug (required for get_workflow_skill, start_workflow, end_workflow)"
    • addedInput schema / properties / skip / minimum
      Added value: +0
  6. First observed

TDQS

C2.5/5.0
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 behavioral burden, and it discloses almost nothing. It hints that the tool can 'initiate and complete' workflows (implying state mutation) but never states that start/end actions mutate workflow state, that end_workflow requires rating/comment or outcome/error fields, or that a workflow must be active before it can be ended. A reader cannot anticipate side effects or authorization needs from the text.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two short sentences with the tool name front-loaded, so it is not bloated. But the second sentence ('Use to retrieve, initiate, and complete workflows') largely restates the first rather than adding information, and the whole text is drastically under-informative for a 20-parameter, 7-action tool. Concise but not maximally economical or informative.

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 20 parameters, 7 enum actions, conditional required-field sets per action, no annotations, and no output schema, the description is far too thin. It never maps parameters to actions or explains the headless-vs-interactive end_workflow distinction, leaving the agent to reverse-engineer the calling contract from the schema alone. This is inadequate relative to the tool's complexity.

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 schema already documents all 20 parameters with per-field descriptions and per-action requirements. The description adds no parameter meaning of its own beyond the generic verb list, so the baseline 3 applies — the schema does all the work here.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a broad verb set (fetch, search, use/retrieve, initiate, complete) over the resource 'workflows and skills', so the general intent is legible. However, it never enumerates the seven distinct actions the schema exposes (search, browse_industry, get_workflow_skill, start_workflow, end_workflow, get_instructions, get_active_workflow), and it does nothing to distinguish this multi-action tool from the sibling AgentPMT-Workflow-Creator. Purpose is understandable but vague for a tool this broad.

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?

The only usage cue is the generic 'Use to retrieve, initiate, and complete workflows', which is essentially a restatement of the first sentence. There is no guidance on when to choose this tool over AgentPMT-Workflow-Creator or AgentPMT-Tool-Search-and-Execution, and no conditions or exclusions are given. No actionable 'when to use' guidance is present.

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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