Tool Examples

Taskyon tools can be small deterministic functions, reusable command workflows, adapters to public APIs, engineering analysis pipelines, or explicit task trees containing selected model and human decisions. The examples below show where each kind of work belongs.

Example	Deterministic work	Optional model work	Main data boundary
Public trivia quiz	Validate filters, call the documented API, normalize questions, and score answers	Generate a themed introduction	Public API receives quiz filters
Legislation provision finder	Ask for required identifiers, retrieve official structured text, and attach versioned citations	Map an ambiguous topic or summarize on request	Official legal API receives the query
Local document converter	Convert, extract, validate, hash, and package PDF, DOCX, spreadsheet, or slide artifacts	Rewrite prose or review visual layout	Local unless rewriting is requested
Personal data anonymizer	Detect configured identifier formats, transform them, and verify the output	Review ambiguous unstructured passages	Local by default
API contract drift auditor	Normalize OpenAPI files and detect known breaking schema changes	Explain uncertain behavioral implications	Local files or the selected schema host
Release-readiness gate	Inspect versions, Git state, changelog, artifacts, and verification commands	Group changes into release-note themes	Local repository
Data backfill verifier	Replay bounded partitions, compare checksums, and detect duplicates	Explain an unexpected reconciliation pattern	Local data systems unless configured otherwise
Parametric CAD workflow	Generate geometry, export STEP/STL/3MF, and verify dimensions and topology	Interpret a sketch or underspecified design intent	Local files by default
FEA convergence runner	Refine the mesh, execute the solver, and stop when selected results converge	Explain abnormal convergence behavior	Local solver and artifacts
PCB preflight review	Parse KiCad files, run consistency, BOM, DRC, EMC, thermal, and SPICE checks	Review uncertain engineering context	Local files; supplier APIs only when selected
Autonomous chip-design flow	Run synthesis, placement, routing, timing, DRC, and GDS generation	Explore architecture tradeoffs	Local toolchain and selected PDK
Aircraft mission study	Execute repeatable payload, range, propulsion, and mission sweeps	Explain multidisciplinary tradeoffs	Local models and solver
BIM and structural audit	Validate IFC relationships, quantities, and structural-analysis inputs	Explain design implications	Local building model
Power-grid contingency study	Run base and N-1 power flows and rank threshold violations	Summarize planning tradeoffs	Local network model
Robot motion regression	Validate URDF, replay collision and motion scenarios, and compare metrics	Interpret a failed scenario	Local simulation; hardware only when explicitly connected

These examples deliberately separate evidence from interpretation. A model-generated statement is not a substitute for an engineering solver, official source, standards check, or safety review. High-consequence tools should expose assumptions, units, versions, tolerances, and residual risk, and should preserve required human approval gates.

For a larger brainstorming inventory, see Tool and Workflow Ideas. The list is intentionally terse; an idea is not an implementation specification or a claim that Taskyon currently ships that capability.

Workflow inspiration

Useful open sources for adapting procedures into deterministic-first tools include CAD Skills, KiCad Happy, NASA OpenMDAO and Aviary, OpenROAD, PyPSA, IDAES, OpenSees, IfcOpenShell, MoveIt, and OpenSim. Review licenses, versions, scripts, assumptions, and validation limits before adapting any external workflow.