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Tools & Agents

Engineering software integrations, AI agents and reusable skills.

Tool Usable

AIPE Sketch

aipe.sketch

Render explicit electrical Circuit IR into connectivity-checked SVG schematic artifacts with provenance.

Domain
Converters
Integration
Mapped
Licence
Not yet stated
Registry checks
Tested
  • schematic-generation
  • circuit-connectivity-validation
Tools (2)
Stated limitations (1)
  • Explicit Circuit IR and complete Core validation are required separately; no device sizing or physical results are inferred.
Guide → Repository ↗

Source: Registry

Skill collection Prototype

AIPE Simulation Skills

aipe.simulation-skills

Engineering-purpose simulation, control, CAD, PCB and field-analysis skills with an open-source default and preserved optional proprietary workflows.

Domain
Converters · Control · Magnetics
Integration
Mapped
Licence
Not yet stated
Registry checks
Tested
  • averaged-control-analysis
  • switching-circuit-simulation
  • mechanical-packaging
  • pcb-power-stage-review
  • field-analysis-problem-setup
  • digital-control-debugging
Tools (16)
Stated limitations (3)
  • 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.
Repository ↗

Source: Registry

Agent Prototype

AIPE Design Agent

aipe.design-agent

Incrementally orchestrate evidence-linked engineering work through Core state and Registry capabilities while retaining existing PEA calculators and interfaces.

Domain
Converters
Integration
Mapped
Licence
MIT
Registry checks
Tested
  • engineering-orchestration
  • operating-point-analysis
  • converter-concept-calculation
Stated limitations (3)
  • 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.
Repository ↗

Source: Registry

Agent Usable

AIPE IEEE Paper Agent

aipe.ieee-paper-agent

Evidence-linked research planning and IEEE venue-specific manuscript production.

Domain
Cross-domain
Integration
Mapped
Licence
Not yet stated
Registry checks
Tested
  • research-evidence-planning
  • ieee-manuscript-production
Stated limitations (3)
  • 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.
Repository ↗

Source: Registry

Catalogue Usable

Open Engineering Tool Catalogue

aipe.open-source-catalogue

Community-curated external engineering tools with dated maintenance, licence and automation evidence.

Domain
Cross-domain
Integration
None
Licence
Not yet stated
Registry checks
Tested
  • external-tool-discovery
  • external-tool-maintenance-audit
Stated limitations (1)
  • No external solver or MCP execution validated. Catalogue inclusion does not imply AIPE support.
Repository ↗

Source: Registry

For coding agents

Capabilities an agent can load

AIPE Simulation Skills packages each workflow as a folder with a SKILL.md, on-demand references/ and agents/openai.yaml metadata, so a coding agent loads only what the task needs. The skills stay in their own repository; this site links to them.