When to Use

• A new MPS sample or DSL project has no generated DSL skill under .agents/skills/<dsl-name>-dsl/, or the existing one is outdated.
• The user says "bootstrap DSL skill", "generate DSL skill", or "document this DSL".
• You have just explored a DSL and want to persist your findings for future sessions as a project-local skill.

Prerequisites

• MPS MCP tools are available.
• The project has one or more language modules and at least one sandbox, example solution, or editable model that exercises the DSLs.
• Use MPS MCP tools for discovery and model edits. Do not hand-edit serialized .mps XML.

Workflow

1. Discover languages: Call mps_mcp_get_project_structure with includeModels: false. Identify all editable DSL language modules and derive each concept-tools language ref as l:<uuid>:<languageName>.
2. Choose skill scope: Prefer one generated skill per language. Use one combined skill only when the project languages are tightly coupled and users normally edit them together.
3. Find examples: For each language or language group, call mps_mcp_get_project_structure with the relevant sandbox/example solution as startingPoint and includeRootNodes: true. Record editable model refs and representative root refs.
4. Read concepts: Call mps_mcp_get_concept_details with the relevant l:<uuid>:<languageName> refs. Capture rootable concepts, concrete children, properties, child roles, references, and useful shortDescription text.
5. Sample sparingly: Use mps_mcp_print_node only on representative roots or subtrees needed for reference targets, required roles, or reusable blueprints. Avoid dumping every root.
6. Generate DSL skills: Create or update .agents/skills/<dsl-name>-dsl/ for each selected scope. Preserve user-added notes unless they are stale or wrong.
7. Cross-link related skills: When generated skills cover languages that extend, depend on, or are commonly used inside each other, add short links and usage notes between them.
8. Verify: Confirm linked reference files exist, blueprint JSON parses, no .DS_Store or editor artifacts were added, and one or two recorded node refs still resolve if the sandbox may have changed.

Generated Skill Layout

.agents/skills/<dsl-name>-dsl/
|-- SKILL.md
`-- references/
    |-- concepts.md
    |-- sandbox.md
    |-- workflows.md
    |-- gotchas.md
    `-- blueprints/
        |-- <operation>-skeleton.json
        `-- <operation>-subtree.json

The <dsl-name> slug is derived from the language namespace: use stable lowercase, split camel case and separators into words, and prefer the namespace's final meaningful segment unless the project consistently names the DSL differently. The -dsl suffix is mandatory — callers (such as mps-mcp-workflow) discover generated skills with the glob .agents/skills/*-dsl/.

Generated SKILL.md Requirements

• Frontmatter:
  • name: <dsl-name>-dsl
  • description: Use when creating, editing, validating, or inspecting this DSL's models.
• Short domain summary: two to four sentences. For combined skills, name each covered language and when to use the combined workflow.
• Critical rules:
  • Use MPS MCP tools; do not hand-edit .mps XML.
  • Use mps_mcp_get_concept_details with l:<uuid>:<languageName>, not <uuid>(<languageName>).
  • Prefer skeleton-plus-subtree insertion for large or uncertain roots.
  • Validate changed roots with mps_mcp_check_root_node_problems.
• Quick start:
  • Use the recorded sandbox model for examples or new sample roots.
  • Start from references/blueprints/ for known shapes.
  • Dry-run root JSON with mps_mcp_insert_root_node_from_json.
  • Insert roots with mps_mcp_insert_root_node_from_json.
  • Add child-role subtrees incrementally for large roots.
  • Run mps_mcp_check_root_node_problems and any task-required build/generation checks.
• Project references:
  • Concept-tools language ref for each covered language.
  • Sandbox/example model refs.
  • Primary editable modules.
  • Dependencies or extension relationships between covered project languages, if relevant.
• Related DSL skills:
  • Link sibling generated skills when another project language supplies child concepts, expressions, commands, reference targets, or extensions used by this language.
  • Explain when to load each related skill.
• Reference directory links.

Reference Files

• references/concepts.md: concept hierarchy, rootable concepts, properties, child roles, references, and semantic notes.
• references/sandbox.md: sandbox model refs, representative roots, configuration nodes, reference targets, and stable node refs.
• references/workflows.md: creation/editing recipes, including when to use full-root JSON versus skeleton-plus-subtrees.
• references/gotchas.md: reference formats, ordering constraints, required roles, expression precedence issues, extension-language dependencies, and known validation failures.
• references/blueprints/: valid compact JSON skeletons and subtree templates.