This Skill standardizes the TPMS/Gyroid modeling workflow into a reusable process: it controls wall thickness via physical thickness rather than isosurface constants, supports gradients (e.g., thicker at the bottom, thinner at the top), enables STL and volumetric data export and trimesh quality checks, and provides parameter recommendations for CAD/FEA delivery.
GSD is a spec-driven, context-engineering workflow for AI coding agents that prevents context rot & ships via the 5-step Discuss→Plan→Execute→Verify→Ship loop closed by /gsd-ship. Backed by a source-verified surface of 65 concrete commands across 6 namespace routers (/gsd-workflow, /gsd-project, /gsd-quality, /gsd-context, /gsd-manage, /gsd-ideate), with optional OpenGSD companions (gsd-pi, gsd-graph + MCP, gsd-loop, gsd-browser). & a `.planning/` directory that the agent reads across sessions.
Expert Betaflight assistant covering flight-controller configuration, PID/filter tuning, and blackbox/chirp log analysis. Diagnoses flight issues from symptom descriptions, CLI diffs/dumps, or .bbl/.bfl logs.
Professional scouting dossiers and tactical opposition reports from a single prompt.
I've spent years in fitting bays reading Trackman data — this Skill works the way a $200/hour fitting reads: paste your Trackman, GCQuad, Mevo+, R10, or sim numbers and get the one dominant diagnosis, an honest technique-vs-equipment verdict, exact spec directions when equipment is truly the problem, and a practice prescription with a measurable checkpoint. It will tell you NOT to buy a new driver when the data says strike training, which is exactly why you can trust it when it says the opposite
Sustainability-reporting drafting engineering: turns the CSRD/ESRS framework into an actionable workflow — ESRS scoping, a double-materiality scaffold, disclosure mapping, gap analysis, and statement drafts that flag every missing figure as [DATA NEEDED] and fabricate nothing. For companies in CSRD scope, voluntary VSME reporters, and suppliers facing value-chain ESG requests — a structural scaffold plus a data-gathering brief, not a submission-ready report.
Written hundreds of specs across startups and scale-ups — the ones that actually got built and the ones that got argued over for weeks because nobody agreed on scope. This skill converts verbal requirements and rough ideas into structured specs with real acceptance criteria: binary, testable, no weasel words.