{
  "capabilities": [
    {
      "capabilities": [
        "guided-engineering-education",
        "open-source-converter-labs"
      ],
      "compatibility": {
        "core": "0.1.x",
        "engineering_state": "0.1.x",
        "integration": "mapped"
      },
      "connectors": [],
      "dependencies": [
        {
          "id": "aipe.core",
          "optional": false,
          "version": "0.1.x"
        }
      ],
      "description": "Original Power Engineering learning paths, with power electronics as the v0.1 curriculum.",
      "documentation": [
        "README.md",
        "docs/ecosystem-v0.1.md"
      ],
      "domains": [
        "power-engineering",
        "power-electronics"
      ],
      "id": "aipe.academy",
      "inputs": [
        {
          "description": "Local learner progress and demonstrated prerequisites.",
          "name": "learner-evidence"
        }
      ],
      "license": "CC-BY-4.0",
      "maturity": "prototype",
      "name": "AIPE Academy",
      "outputs": [
        {
          "description": "Deterministic metadata, stable URLs and content hashes in generated/lessons.json.",
          "name": "lesson-catalogue"
        }
      ],
      "repository": "https://github.com/FulongLi/AIPE-Academy",
      "schema_version": "0.1.0",
      "status": "active",
      "tools": [
        {
          "capabilities": [
            "numerical-analysis"
          ],
          "id": "python",
          "interfaces": [
            "cli",
            "python"
          ],
          "licence_class": "open_source",
          "limitations": [
            "Physical models require separate validation."
          ],
          "name": "Python",
          "optional": false,
          "platforms": [
            "linux",
            "windows",
            "macos"
          ],
          "url": "https://www.python.org/"
        }
      ],
      "type": "education",
      "validation": {
        "evidence": [
          "tests/test_curriculum.py"
        ],
        "limitations": [
          "Most curriculum stages remain outlines, not completed courses.",
          "The buck lab is ideal analytical teaching, not hardware validation."
        ],
        "status": "tested"
      }
    },
    {
      "capabilities": [
        "engineering-state-schema",
        "engineering-evidence-contracts",
        "offline-state-validation"
      ],
      "compatibility": {
        "core": "0.1.x",
        "engineering_state": "0.1.x",
        "integration": "native"
      },
      "connectors": [],
      "dependencies": [],
      "description": "Versioned SI Engineering State schemas, evidence conventions and semantic interoperability contracts.",
      "documentation": [
        "README.md",
        "docs/metadata.md",
        "docs/architecture-v0.1.md",
        "contracts/README.md"
      ],
      "domains": [
        "power-electronics"
      ],
      "id": "aipe.core",
      "inputs": [
        {
          "description": "Portable SI engineering context to validate.",
          "name": "engineering-state",
          "schema": "https://raw.githubusercontent.com/FulongLi/AIPE-Core/v0.1.0/schemas/engineering-state.schema.json"
        }
      ],
      "license": "MIT",
      "maturity": "prototype",
      "name": "AIPE Core",
      "outputs": [
        {
          "description": "Structure, format, evidence reference and status consistency diagnostics; no physical validity claim.",
          "name": "validation-diagnostics"
        }
      ],
      "repository": "https://github.com/FulongLi/AIPE-Core",
      "schema_version": "0.1.0",
      "status": "experimental",
      "tools": [
        {
          "capabilities": [
            "schema-validation"
          ],
          "id": "python",
          "interfaces": [
            "cli",
            "python"
          ],
          "licence_class": "open_source",
          "limitations": [
            "Physical models require separate validation."
          ],
          "name": "Python",
          "optional": false,
          "platforms": [
            "linux",
            "windows",
            "macos"
          ],
          "url": "https://www.python.org/"
        }
      ],
      "type": "standard",
      "validation": {
        "evidence": [
          "tests/test_contract.py",
          ".github/workflows/validate.yml"
        ],
        "limitations": [
          "Schema and semantic checks do not prove engineering correctness or authenticate artifacts.",
          "v0.1.0 schema URLs are logical identifiers until a release tag exists; resolve locally."
        ],
        "status": "tested"
      }
    },
    {
      "capabilities": [
        "engineering-orchestration",
        "operating-point-analysis",
        "converter-concept-calculation"
      ],
      "compatibility": {
        "core": "0.1.x",
        "engineering_state": "0.1.x",
        "integration": "mapped"
      },
      "connectors": [],
      "dependencies": [
        {
          "id": "aipe.core",
          "optional": false,
          "version": "0.1.x"
        },
        {
          "id": "aipe.registry",
          "optional": false,
          "version": "0.1.x"
        }
      ],
      "description": "Incrementally orchestrate evidence-linked engineering work through Core state and Registry capabilities while retaining existing PEA calculators and interfaces.",
      "documentation": [
        "README.md",
        "docs/ecosystem-orchestration.md",
        "pea/review/README.md"
      ],
      "domains": [
        "power-engineering",
        "power-electronics"
      ],
      "id": "aipe.design-agent",
      "inputs": [
        {
          "description": "Explicit requirements and evidence in Core v0.1 state.",
          "name": "engineering-state",
          "schema": "https://raw.githubusercontent.com/FulongLi/AIPE-Core/v0.1.0/schemas/engineering-state.schema.json"
        },
        {
          "description": "Complete generated capability index plus reviewed suitability assessments.",
          "name": "registry"
        }
      ],
      "license": "MIT",
      "maturity": "prototype",
      "name": "AIPE Design Agent",
      "outputs": [
        {
          "description": "Auditable selection with rejection reasons; external execution is deferred.",
          "name": "capability-plan"
        },
        {
          "description": "Copy of input state with an unreviewed analytical proposal and provenance.",
          "name": "engineering-state",
          "schema": "https://raw.githubusercontent.com/FulongLi/AIPE-Core/v0.1.0/schemas/engineering-state.schema.json"
        }
      ],
      "repository": "https://github.com/FulongLi/AIPE-Design-Agent",
      "schema_version": "0.1.0",
      "status": "experimental",
      "tools": [
        {
          "capabilities": [
            "engineering-orchestration",
            "operating-point-analysis",
            "converter-concept-calculation"
          ],
          "id": "python",
          "interfaces": [
            "cli",
            "python"
          ],
          "licence_class": "open_source",
          "limitations": [
            "Existing concept calculators and the new algebraic adapter do not establish physical validation or component suitability."
          ],
          "name": "Python",
          "optional": false,
          "platforms": [
            "linux",
            "windows",
            "macos"
          ],
          "url": "https://www.python.org/"
        }
      ],
      "type": "agent",
      "validation": {
        "evidence": [
          "tests/test_orchestration.py",
          "tests/test_calculator.py",
          "tests/test_optimizer.py"
        ],
        "limitations": [
          "Technical suitability and fidelity require an explicit assessment; metadata alone is not an engineering guarantee.",
          "Only a built-in nominal operating-point adapter executes through the new orchestrator; other tools remain reviewable plans.",
          "Existing PEA calculator/UI APIs remain separate from the additive Core state path."
        ],
        "status": "tested"
      }
    },
    {
      "capabilities": [
        "research-evidence-planning",
        "ieee-manuscript-production"
      ],
      "compatibility": {
        "core": "0.1.x",
        "engineering_state": "0.1.x",
        "integration": "mapped"
      },
      "connectors": [],
      "dependencies": [
        {
          "id": "aipe.core",
          "optional": false,
          "version": "0.1.x"
        }
      ],
      "description": "Evidence-linked research planning and IEEE venue-specific manuscript production.",
      "documentation": [
        "README.md",
        "docs/aipe-integration.md"
      ],
      "domains": [
        "power-electronics"
      ],
      "id": "aipe.ieee-paper-agent",
      "inputs": [
        {
          "description": "Research scope, testable questions and venue selection.",
          "name": "research-question"
        },
        {
          "description": "Core evidence IDs mapped to manuscript evidence matrix.",
          "name": "engineering-evidence"
        }
      ],
      "license": "NOASSERTION",
      "maturity": "usable",
      "name": "AIPE IEEE Paper Agent",
      "outputs": [
        {
          "description": "LaTeX workspace, paper plan and static audit reports.",
          "name": "manuscript-workspace"
        }
      ],
      "repository": "https://github.com/FulongLi/AIPE-IEEE-Paper-Agent",
      "schema_version": "0.1.0",
      "status": "active",
      "tools": [
        {
          "capabilities": [
            "numerical-analysis"
          ],
          "id": "python",
          "interfaces": [
            "cli",
            "python"
          ],
          "licence_class": "open_source",
          "limitations": [
            "Physical models require separate validation."
          ],
          "name": "Python",
          "optional": false,
          "platforms": [
            "linux",
            "windows",
            "macos"
          ],
          "url": "https://www.python.org/"
        }
      ],
      "type": "agent",
      "validation": {
        "evidence": [
          "tests/test_architecture.py"
        ],
        "limitations": [
          "Semantic Core mapping only; no automatic state converter.",
          "Static checks do not verify citation truth or compile a PDF.",
          "Repository-wide licence is unresolved; third-party assets retain rights."
        ],
        "status": "tested"
      }
    },
    {
      "capabilities": [
        "magnetics-record-schema",
        "magnetics-data-import",
        "magnetics-data-validation"
      ],
      "compatibility": {
        "core": "0.1.x",
        "engineering_state": "0.1.x",
        "integration": "mapped"
      },
      "connectors": [],
      "dependencies": [
        {
          "id": "aipe.core",
          "optional": false,
          "version": "0.1.x"
        }
      ],
      "description": "Evidence-first magnetic material, geometry, winding, component, loss-model and measurement record scaffold with explicit SI units.",
      "documentation": [
        "README.md",
        "docs/core-integration.md",
        "references/README.md",
        "LICENSING.md"
      ],
      "domains": [
        "power-electronics"
      ],
      "id": "aipe.magnetics-database",
      "inputs": [
        {
          "description": "Already normalized magnetic records with explicit evidence and SI units.",
          "name": "magnetic-record"
        }
      ],
      "license": "NOASSERTION",
      "maturity": "scaffold",
      "name": "AIPE Magnetics Database",
      "outputs": [
        {
          "description": "Review candidate with original-byte checksum and importer version.",
          "name": "validated-import-candidate"
        }
      ],
      "repository": "https://github.com/FulongLi/AIPE-Magnetics-Database",
      "schema_version": "0.1.0",
      "status": "experimental",
      "tools": [
        {
          "capabilities": [
            "magnetics-data-validation",
            "magnetics-data-import"
          ],
          "id": "python",
          "interfaces": [
            "cli",
            "python"
          ],
          "licence_class": "open_source",
          "limitations": [
            "Physical models require separate validation."
          ],
          "name": "Python",
          "optional": false,
          "platforms": [
            "linux",
            "windows",
            "macos"
          ],
          "url": "https://www.python.org/"
        }
      ],
      "type": "database",
      "validation": {
        "evidence": [
          "tests/test_records.py",
          ".github/workflows/validate.yml"
        ],
        "limitations": [
          "No real manufacturer or measurement records bundled.",
          "Core integration is documented mapping only; no executed Core export.",
          "No field solver or measurement validation claimed.",
          "Repository licence remains NOASSERTION pending owner decision."
        ],
        "status": "tested"
      }
    },
    {
      "capabilities": [
        "external-tool-discovery",
        "external-tool-maintenance-audit"
      ],
      "compatibility": {
        "core": "0.1.x",
        "engineering_state": "0.1.x",
        "integration": "none"
      },
      "connectors": [],
      "dependencies": [],
      "description": "Community-curated external engineering tools with dated maintenance, licence and automation evidence.",
      "documentation": [
        "README.md",
        "CONTRIBUTING.md",
        "generated/audit.md"
      ],
      "domains": [
        "power-electronics",
        "power-engineering"
      ],
      "id": "aipe.open-source-catalogue",
      "inputs": [
        {
          "description": "Reviewed public project metadata and HTTP observations collected only by opt-in refresh.",
          "name": "upstream-evidence"
        }
      ],
      "license": "NOASSERTION",
      "maturity": "usable",
      "name": "Open Engineering Tool Catalogue",
      "outputs": [
        {
          "description": "Deterministic generated/audit.json and generated/audit.md preserve evidence and historical entries.",
          "name": "tool-audit"
        }
      ],
      "repository": "https://github.com/FulongLi/awesome-open-source-power-electronics",
      "schema_version": "0.1.0",
      "status": "active",
      "tools": [
        {
          "capabilities": [
            "catalogue-validation"
          ],
          "id": "python",
          "interfaces": [
            "cli"
          ],
          "licence_class": "open_source",
          "limitations": [
            "Python 3.10 or newer. Network refresh additionally uses the GitHub CLI; offline builds do not."
          ],
          "name": "Python",
          "optional": false,
          "platforms": [
            "windows",
            "linux",
            "macos"
          ],
          "url": "https://www.python.org/"
        }
      ],
      "type": "catalogue",
      "validation": {
        "evidence": [
          "tests/test_catalogue.py",
          "generated/audit.md",
          "catalogue/source-snapshot.json"
        ],
        "limitations": [
          "No external solver or MCP execution validated. Catalogue inclusion does not imply AIPE support."
        ],
        "status": "tested"
      }
    },
    {
      "capabilities": [
        "ecosystem-presentation",
        "academy-publication"
      ],
      "compatibility": {
        "core": "0.1.x",
        "engineering_state": "0.1.x",
        "integration": "none"
      },
      "connectors": [],
      "dependencies": [
        {
          "id": "aipe.registry",
          "optional": false,
          "version": "0.1.x"
        },
        {
          "id": "aipe.academy",
          "optional": false,
          "version": "0.1.x"
        }
      ],
      "description": "Jekyll presentation and stable public URLs for Registry capabilities and Academy lessons.",
      "documentation": [
        "README.md",
        "docs/ecosystem-v0.1.md"
      ],
      "domains": [
        "power-engineering",
        "power-electronics"
      ],
      "id": "aipe.presentation",
      "inputs": [
        {
          "description": "Deterministic generated/aipe.json and aipe.md from AIPE Registry.",
          "name": "registry-index"
        },
        {
          "description": "Validated lesson metadata, Markdown and assets from a pinned Academy revision.",
          "name": "academy-catalogue"
        }
      ],
      "license": "CC-BY-4.0",
      "maturity": "prototype",
      "name": "AIPE Labs Presentation",
      "outputs": [
        {
          "description": "Static public capability endpoints and stable Academy URLs.",
          "name": "public-website"
        }
      ],
      "repository": "https://github.com/FulongLi/Spirit-Connect-AIPE-Labs",
      "schema_version": "0.1.0",
      "status": "active",
      "tools": [
        {
          "capabilities": [
            "numerical-analysis"
          ],
          "id": "python",
          "interfaces": [
            "cli",
            "python"
          ],
          "licence_class": "open_source",
          "limitations": [
            "Physical models require separate validation."
          ],
          "name": "Python",
          "optional": false,
          "platforms": [
            "linux",
            "windows",
            "macos"
          ],
          "url": "https://www.python.org/"
        },
        {
          "capabilities": [
            "static-site-generation"
          ],
          "id": "jekyll",
          "interfaces": [
            "cli"
          ],
          "licence_class": "open_source",
          "limitations": [
            "Build uses the repository Gemfile.lock; Ruby and Bundler required."
          ],
          "name": "Jekyll",
          "optional": false,
          "platforms": [
            "linux",
            "windows",
            "macos"
          ],
          "url": "https://jekyllrb.com/"
        }
      ],
      "type": "presentation",
      "validation": {
        "evidence": [
          "tests/test_sync.py",
          ".github/workflows/validate-ecosystem.yml"
        ],
        "limitations": [
          "Presentation validation does not validate engineering claims.",
          "Deployment follows reviewed PR merges; no live deployment performed.",
          "Registry initialization has a local-only baseline until upstream empty-repository permissions are resolved."
        ],
        "status": "tested"
      }
    },
    {
      "capabilities": [
        "capability-discovery",
        "capability-manifest-validation",
        "deterministic-registry-publication"
      ],
      "compatibility": {
        "core": "0.1.x",
        "engineering_state": "0.1.x",
        "integration": "none"
      },
      "connectors": [],
      "dependencies": [
        {
          "id": "aipe.core",
          "optional": false,
          "version": "0.1.x"
        }
      ],
      "description": "Discover and validate canonical AIPE capabilities and publish reproducible machine-readable and Markdown indexes.",
      "documentation": [
        "README.md",
        "CONTRIBUTING.md"
      ],
      "domains": [
        "power-engineering",
        "power-electronics"
      ],
      "id": "aipe.registry",
      "inputs": [
        {
          "description": "Canonical repository aipe.yaml manifests.",
          "name": "manifests"
        }
      ],
      "license": "MIT",
      "maturity": "prototype",
      "name": "AIPE Registry",
      "outputs": [
        {
          "description": "Sorted aipe.json and aipe.md capability indexes.",
          "name": "capability-index"
        }
      ],
      "repository": "https://github.com/FulongLi/AIPE-Registry",
      "schema_version": "0.1.0",
      "status": "experimental",
      "tools": [
        {
          "capabilities": [
            "capability-discovery",
            "capability-manifest-validation"
          ],
          "id": "python",
          "interfaces": [
            "cli",
            "python"
          ],
          "licence_class": "open_source",
          "limitations": [
            "Validates metadata and dependency declarations; does not validate physical engineering results."
          ],
          "name": "Python",
          "optional": false,
          "platforms": [
            "linux",
            "windows",
            "macos"
          ],
          "url": "https://www.python.org/"
        }
      ],
      "type": "registry",
      "validation": {
        "evidence": [
          "tests/test_registry.py"
        ],
        "limitations": [
          "Core and Engineering State version identifiers are recognized; Registry does not transform engineering states.",
          "Staging snapshots may precede upstream merge; inspect sources/snapshots.lock.json before deployment.",
          "Snapshot-only checks cannot verify repository-relative documentation existence; use --checkouts for that audit."
        ],
        "status": "tested"
      }
    },
    {
      "capabilities": [
        "semiconductor-data",
        "semiconductor-query",
        "semiconductor-core-candidate-export"
      ],
      "compatibility": {
        "core": "0.1.x",
        "engineering_state": "0.1.x",
        "integration": "mapped"
      },
      "connectors": [],
      "dependencies": [
        {
          "id": "aipe.core",
          "optional": false,
          "version": "0.1.x"
        }
      ],
      "description": "Canonical V3 power semiconductor records with SI curves, source rights, evidence lineage and a conservative Core candidate adapter.",
      "documentation": [
        "README.md",
        "docs/core-integration.md",
        "docs/architecture.md",
        "LICENSING.md"
      ],
      "domains": [
        "power-electronics"
      ],
      "id": "aipe.semiconductor-database",
      "inputs": [
        {
          "description": "Independent domain schema 3.0.0 device records.",
          "name": "canonical-device"
        },
        {
          "description": "Manufacturer models, explicit import mappings and measurement packages.",
          "name": "raw-device-evidence"
        }
      ],
      "license": "NOASSERTION",
      "maturity": "usable",
      "name": "AIPE Semiconductor Database",
      "outputs": [
        {
          "description": "Canonical V3 semiconductor data with provenance.",
          "name": "device-record"
        },
        {
          "description": "Candidate identity and source evidence for Engineering State 0.1.0.",
          "name": "core-candidate",
          "schema": "https://raw.githubusercontent.com/FulongLi/AIPE-Core/v0.1.0/schemas/semiconductor.schema.json"
        }
      ],
      "repository": "https://github.com/FulongLi/AIPE-Semiconductor-Database",
      "schema_version": "0.1.0",
      "status": "active",
      "tools": [
        {
          "capabilities": [
            "semiconductor-data-query",
            "data-validation",
            "core-candidate-export"
          ],
          "id": "python",
          "interfaces": [
            "cli",
            "python"
          ],
          "licence_class": "open_source",
          "limitations": [
            "Physical models require separate validation."
          ],
          "name": "Python",
          "optional": false,
          "platforms": [
            "linux",
            "windows",
            "macos"
          ],
          "url": "https://www.python.org/"
        },
        {
          "capabilities": [
            "optional-export-consumption"
          ],
          "id": "plecs",
          "interfaces": [
            "file"
          ],
          "licence_class": "commercial",
          "limitations": [
            "External licence required to run the commercial tool; exporting files does not execute it."
          ],
          "name": "PLECS",
          "optional": true,
          "platforms": [
            "linux",
            "windows",
            "macos"
          ],
          "url": "https://www.plexim.com/plecs"
        },
        {
          "capabilities": [
            "optional-export-consumption"
          ],
          "id": "matlab",
          "interfaces": [
            "file"
          ],
          "licence_class": "commercial",
          "limitations": [
            "External licence required to run the commercial tool; exporting files does not execute it."
          ],
          "name": "MATLAB",
          "optional": true,
          "platforms": [
            "linux",
            "windows",
            "macos"
          ],
          "url": "https://www.mathworks.com/products/matlab.html"
        }
      ],
      "type": "database",
      "validation": {
        "evidence": [
          "tests/unit/test_core_export.py",
          "tests/integration/test_repository_corpus.py",
          ".github/workflows/tests.yml"
        ],
        "limitations": [
          "Identity/source mapping only; detailed ratings and curves stay in V3 records.",
          "Manufacturer model data is not converted into measured evidence.",
          "Existing code and data rights remain NOASSERTION; see LICENSING.md."
        ],
        "status": "tested"
      }
    },
    {
      "capabilities": [
        "averaged-control-analysis",
        "switching-circuit-simulation",
        "mechanical-packaging",
        "pcb-power-stage-review",
        "field-analysis-problem-setup",
        "digital-control-debugging"
      ],
      "compatibility": {
        "core": "0.1.x",
        "engineering_state": "0.1.x",
        "integration": "mapped"
      },
      "connectors": [
        {
          "id": "freecad-mcp-neka-nat",
          "license": "MIT",
          "platforms": [
            "windows",
            "linux",
            "macos"
          ],
          "repository": "https://github.com/neka-nat/freecad-mcp",
          "security_notes": [
            "RPC defaults to localhost; Python execution inherits process and filesystem privileges.",
            "Pin a reviewed commit and dependencies; keep the RPC port local and use scratch documents."
          ],
          "status": "evaluated",
          "supported_versions": [
            "FreeCAD plus addon; no comprehensive upstream tested-version matrix established"
          ],
          "tool": "freecad",
          "type": "mcp"
        },
        {
          "id": "kicad-mcp-mixelpixx",
          "license": "MIT",
          "platforms": [
            "windows",
            "linux",
            "macos"
          ],
          "repository": "https://github.com/mixelpixx/KiCAD-MCP-Server",
          "security_notes": [
            "May modify boards/libraries and spawn subprocesses; optional integrations have network access.",
            "Pin a reviewed release, restrict workspace and disable unused services; independently review ERC/DRC."
          ],
          "status": "evaluated",
          "supported_versions": [
            "KiCad 9+; upstream quick start requires Node 18+ and Python 3.11+"
          ],
          "tool": "kicad",
          "type": "mcp"
        }
      ],
      "dependencies": [
        {
          "id": "aipe.core",
          "optional": false,
          "version": "0.1.x"
        }
      ],
      "description": "Engineering-purpose simulation, control, CAD, PCB and field-analysis skills with an open-source default and preserved optional proprietary workflows.",
      "documentation": [
        "README.md",
        "docs/tool-policy.md",
        "docs/core-mapping.md",
        "skills.json",
        "docs/validation.md"
      ],
      "domains": [
        "power-electronics"
      ],
      "extensions": {
        "aipe.skills": {
          "catalogue": "skills.json",
          "metadata_version": "0.1.0"
        }
      },
      "id": "aipe.simulation-skills",
      "inputs": [
        {
          "description": "Portable engineering context.",
          "name": "engineering-state",
          "schema": "https://raw.githubusercontent.com/FulongLi/AIPE-Core/v0.1.0/schemas/engineering-state.schema.json"
        }
      ],
      "license": "NOASSERTION",
      "maturity": "prototype",
      "name": "AIPE Simulation Skills",
      "outputs": [
        {
          "description": "Model-specific numerical reports, netlists, engineering review or explicit unexecuted plans with evidence and limitations.",
          "name": "analysis-artifacts"
        }
      ],
      "repository": "https://github.com/FulongLi/AIPE-Simulation-Skills",
      "schema_version": "0.1.0",
      "status": "active",
      "tools": [
        {
          "capabilities": [
            "numerical-analysis"
          ],
          "id": "python",
          "interfaces": [
            "cli",
            "python"
          ],
          "licence_class": "open_source",
          "limitations": [
            "Python 3.10+ for examples and validation."
          ],
          "name": "Python",
          "optional": false,
          "platforms": [
            "windows",
            "linux",
            "macos"
          ],
          "url": "https://www.python.org/"
        },
        {
          "capabilities": [
            "control-analysis"
          ],
          "id": "python-control",
          "interfaces": [
            "python"
          ],
          "licence_class": "open_source",
          "limitations": [
            "Pinned 0.10.2 numerical example; averaged ideal CCM buck only."
          ],
          "name": "python-control",
          "optional": true,
          "platforms": [
            "windows",
            "linux",
            "macos"
          ],
          "url": "https://python-control.org/"
        },
        {
          "capabilities": [
            "switching-circuit-simulation"
          ],
          "id": "ngspice",
          "interfaces": [
            "cli",
            "netlist"
          ],
          "licence_class": "open_source",
          "limitations": [
            "Synthetic switched buck smoke example; model-specific device compatibility and convergence checks required."
          ],
          "name": "ngspice",
          "optional": true,
          "platforms": [
            "windows",
            "linux",
            "macos"
          ],
          "url": "https://ngspice.sourceforge.io/"
        },
        {
          "capabilities": [
            "mechanical-packaging"
          ],
          "id": "freecad",
          "interfaces": [
            "python",
            "cli"
          ],
          "licence_class": "open_source",
          "limitations": [
            "Workflow scaffold; FreeCAD geometry lengths are millimetres; GUI-specific commands require a GUI."
          ],
          "name": "FreeCAD",
          "optional": true,
          "platforms": [
            "windows",
            "linux",
            "macos"
          ],
          "url": "https://www.freecad.org/"
        },
        {
          "capabilities": [
            "pcb-power-stage-review"
          ],
          "id": "kicad",
          "interfaces": [
            "cli",
            "ipc",
            "python"
          ],
          "licence_class": "open_source",
          "limitations": [
            "Workflow scaffold; stable 9 CLI baseline and version-dependent IPC; not a safety certification."
          ],
          "name": "KiCad",
          "optional": true,
          "platforms": [
            "windows",
            "linux",
            "macos"
          ],
          "url": "https://www.kicad.org/"
        },
        {
          "capabilities": [
            "mesh-generation"
          ],
          "id": "gmsh",
          "interfaces": [
            "cli",
            "python"
          ],
          "licence_class": "open_source",
          "limitations": [
            "Mesh generator; pair with a physics-appropriate solver."
          ],
          "name": "Gmsh",
          "optional": true,
          "platforms": [
            "windows",
            "linux",
            "macos"
          ],
          "url": "https://gmsh.info/"
        },
        {
          "capabilities": [
            "electrothermal-field-analysis"
          ],
          "id": "elmer",
          "interfaces": [
            "cli",
            "sif"
          ],
          "licence_class": "open_source",
          "limitations": [
            "Problem setup only; GPL/LGPL component terms and material data require review."
          ],
          "name": "Elmer FEM",
          "optional": true,
          "platforms": [
            "windows",
            "linux",
            "macos"
          ],
          "url": "https://github.com/ElmerCSC/elmerfem"
        },
        {
          "capabilities": [
            "electromagnetic-field-analysis"
          ],
          "id": "getdp",
          "interfaces": [
            "cli",
            "pro"
          ],
          "licence_class": "open_source",
          "limitations": [
            "Problem setup only; select a verified formulation and boundary conditions."
          ],
          "name": "GetDP",
          "optional": true,
          "platforms": [
            "windows",
            "linux",
            "macos"
          ],
          "url": "https://getdp.info/"
        },
        {
          "capabilities": [
            "structural-thermal-analysis"
          ],
          "id": "calculix",
          "interfaces": [
            "cli",
            "inp"
          ],
          "licence_class": "open_source",
          "limitations": [
            "Problem setup only; structural and thermal emphasis."
          ],
          "name": "CalculiX",
          "optional": true,
          "platforms": [
            "windows",
            "linux"
          ],
          "url": "https://www.calculix.de/"
        },
        {
          "capabilities": [
            "high-frequency-em"
          ],
          "id": "openems",
          "interfaces": [
            "python",
            "octave"
          ],
          "licence_class": "open_source",
          "limitations": [
            "Problem setup only; FDTD is not equivalent to every quasi-static field solver."
          ],
          "name": "openEMS",
          "optional": true,
          "platforms": [
            "windows",
            "linux",
            "macos"
          ],
          "url": "https://www.openems.de/"
        },
        {
          "capabilities": [
            "switching-circuit-simulation"
          ],
          "id": "ltspice",
          "interfaces": [
            "batch",
            "netlist"
          ],
          "licence_class": "free_proprietary",
          "limitations": [
            "Optional free proprietary variant; device-model distribution terms apply."
          ],
          "name": "LTspice",
          "optional": true,
          "platforms": [
            "windows",
            "macos"
          ],
          "url": "https://www.analog.com/en/resources/design-tools-and-calculators/ltspice-simulator.html"
        },
        {
          "capabilities": [
            "power-electronics-simulation"
          ],
          "id": "plecs",
          "interfaces": [
            "scripting",
            "xml-rpc"
          ],
          "licence_class": "commercial",
          "limitations": [
            "External licence required for this optional variant; interface depends on product edition."
          ],
          "name": "PLECS",
          "optional": true,
          "platforms": [
            "windows",
            "linux",
            "macos"
          ],
          "url": "https://www.plexim.com/plecs"
        },
        {
          "capabilities": [
            "control-system-simulation"
          ],
          "id": "matlab-simulink",
          "interfaces": [
            "matlab",
            "batch"
          ],
          "licence_class": "commercial",
          "limitations": [
            "External MATLAB/Simulink and applicable toolbox licences required."
          ],
          "name": "MATLAB / Simulink",
          "optional": true,
          "platforms": [
            "windows",
            "linux",
            "macos"
          ],
          "url": "https://www.mathworks.com/products/simulink.html"
        },
        {
          "capabilities": [
            "switching-circuit-simulation"
          ],
          "id": "simetrix-simplis",
          "interfaces": [
            "scripting",
            "netlist"
          ],
          "licence_class": "commercial",
          "limitations": [
            "External licence required; product editions and POP capabilities differ."
          ],
          "name": "SIMetrix / SIMPLIS",
          "optional": true,
          "platforms": [
            "windows"
          ],
          "url": "https://www.simetrix.co.uk/"
        },
        {
          "capabilities": [
            "multiphysics-simulation"
          ],
          "id": "ansys",
          "interfaces": [
            "scripting"
          ],
          "licence_class": "commercial",
          "limitations": [
            "External product/module licences required; retained workflow not executed."
          ],
          "name": "ANSYS",
          "optional": true,
          "platforms": [
            "windows",
            "linux"
          ],
          "url": "https://www.ansys.com/"
        },
        {
          "capabilities": [
            "multiphysics-simulation"
          ],
          "id": "comsol",
          "interfaces": [
            "java-api",
            "batch"
          ],
          "licence_class": "commercial",
          "limitations": [
            "External product/module licences required; retained workflow not executed."
          ],
          "name": "COMSOL",
          "optional": true,
          "platforms": [
            "windows",
            "linux",
            "macos"
          ],
          "url": "https://www.comsol.com/"
        }
      ],
      "type": "skill_collection",
      "validation": {
        "evidence": [
          "tests/test_open_examples.py",
          "tests/test_metadata.py",
          "docs/validation.md"
        ],
        "limitations": [
          "Local Python numerical tests passed; ngspice requires separate installed runtime and is run in Ubuntu CI.",
          "FreeCAD, KiCad, FEA solvers and MCP connectors not installed or executed.",
          "No measurements or full Engineering State round-trip adapter claimed."
        ],
        "status": "tested"
      }
    },
    {
      "capabilities": [
        "schematic-generation",
        "circuit-connectivity-validation"
      ],
      "compatibility": {
        "core": "0.1.x",
        "engineering_state": "0.1.x",
        "integration": "mapped"
      },
      "connectors": [],
      "dependencies": [
        {
          "id": "aipe.core",
          "optional": false,
          "version": "0.1.x"
        }
      ],
      "description": "Render explicit electrical Circuit IR into connectivity-checked SVG schematic artifacts with provenance.",
      "documentation": [
        "README.md",
        "docs/engineering-state.md",
        "docs/architecture.md"
      ],
      "domains": [
        "power-electronics",
        "circuit-documentation"
      ],
      "id": "aipe.sketch",
      "inputs": [
        {
          "description": "Explicit versioned Netlist electrical graph.",
          "name": "circuit-ir"
        },
        {
          "description": "Core state with an explicit aipe.sketch circuit extension.",
          "name": "engineering-state",
          "schema": "https://raw.githubusercontent.com/FulongLi/AIPE-Core/v0.1.0/schemas/engineering-state.schema.json"
        }
      ],
      "license": "NOASSERTION",
      "maturity": "usable",
      "name": "AIPE Sketch",
      "outputs": [
        {
          "description": "SVG with unchanged electrical connectivity.",
          "name": "schematic-svg"
        },
        {
          "description": "Hash-linked artifact and source-state metadata.",
          "name": "provenance"
        }
      ],
      "repository": "https://github.com/FulongLi/AIPE-Sketch",
      "schema_version": "0.1.0",
      "status": "active",
      "tools": [
        {
          "capabilities": [
            "schematic-generation"
          ],
          "id": "python",
          "interfaces": [
            "python",
            "cli"
          ],
          "licence_class": "open_source",
          "limitations": [
            "Drawing connectivity validation is not physical validation."
          ],
          "name": "Python",
          "optional": false,
          "platforms": [
            "linux",
            "windows",
            "macos"
          ],
          "url": "https://www.python.org/"
        },
        {
          "capabilities": [
            "svg-editing"
          ],
          "id": "inkscape",
          "interfaces": [
            "cli",
            "gui"
          ],
          "licence_class": "open_source",
          "limitations": [
            "Manual editing may invalidate original connectivity and artifact hashes."
          ],
          "name": "Inkscape",
          "optional": true,
          "platforms": [
            "linux",
            "windows",
            "macos"
          ],
          "url": "https://inkscape.org/"
        }
      ],
      "type": "tool",
      "validation": {
        "evidence": [
          "tests/test_state.py",
          "tests/test_pipeline.py"
        ],
        "limitations": [
          "Explicit Circuit IR and complete Core validation are required separately; no device sizing or physical results are inferred."
        ],
        "status": "tested"
      }
    }
  ],
  "schema_version": "0.1.0"
}