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lab-hardware-cad
Designs custom laboratory hardware as parametric build123d models and exports fabrication artifacts as STEP, STL, and DXF files - microfluidic chips and molds, optomechanical mounts and breadboard adapters, cuvette and microplate holders, tube racks, animal-behavior rigs, and 3D-printed instrument fixtures. Use when a research task needs a physical part tha…
design-system
Mechanical implementation invariants for frontend design: token architecture, typography hierarchy, loading order, FOUT prevention, chrome stability, motion timing, color semantics. Use with design when building components, pages, or design systems.
splitting-oversized-modules
Split an oversized Python module (a thousand-plus-line logic.py, models.py, api.py, or its test file) into a package of one module per concern, mechanically and provably without changing behavior. Use on a request to split / break up / decompose a god module or move functions out of one, once a human has agreed to split one before some other change, or befo…
code-improver
Runs an autonomous review-and-fix improvement loop over any code target — a skill, plugin, module, or directory — using a reviewer the user names: any installed skill or agent. Keeps a cross-round findings ledger, escalates when fixes stop converging, and guards scope mechanically. Use when asked to 'improve this code until review passes', 'run an improveme…
pr-improver
Runs an autonomous review-and-fix improvement loop over the current branch's changes until a PR review comes back clean, scoped mechanically to the directories the branch touched. Reviews are performed by an installed PR-review skill (default: pr-review-toolkit's review-pr). Use to fix review findings on a branch before opening or updating a pull request ('…
skill-improver
Runs an autonomous review-and-fix improvement loop over a Claude Code skill until a review comes back clean, with a cross-round findings ledger, escalation when fixes stop converging, and a mechanical scope guard. Reviews are performed by the plugin-dev skill-reviewer agent. Use to fix skill quality issues, iteratively refine a skill, or resume a loop after…
motion-capture-analyzer
Motion capture data processing and analysis skill for gait analysis and biomechanical studies
opensim-modeler
OpenSim musculoskeletal modeling skill for biomechanical simulation and analysis
prosthetics-design-optimizer
Prosthetics and orthotics design optimization skill integrating biomechanical requirements with manufacturing constraints
scaffold-design-optimizer
Tissue engineering scaffold design optimization skill for pore size, porosity, and mechanical properties
failure-analysis
Systematic failure analysis methodology for mechanical component failures
material-testing
Skill for planning and specifying mechanical material tests per ASTM standards
test-planning
Skill for comprehensive mechanical test plan development and execution support
vibration-analysis
Expert skill for modal analysis, frequency response, and vibration characterization of mechanical systems
afm-spm-analyzer
Atomic Force Microscopy and Scanning Probe Microscopy skill for nanoscale topography, mechanical, and electrical property mapping
scenario-zbrush-hard-surface
Use when modeling hard surface in ZBrush 2026 (sci-fi helmet, weapon, prop, armor plates, mechanical parts, kitbash, vents, panel lines, bolts, concept to game asset), when using ZModeler, Dynamic Subdivision and creasing, Live Boolean, Knife, Clip, Slice or Trim curves, IMM, ArrayMesh, NanoMesh or Panel Loops, or when edges look razor sharp, a Make Boolean…
materials-science
Analyzes material properties including crystal structures, phase diagrams, mechanical/thermal/electronic properties, and supports materials discovery through computational approaches; trigger when users discuss alloys, ceramics, polymers, nanomaterials, or materials characterization.
game-feel
Diagnose and tune the response chain from player intent through input, simulation, visible motion, camera, animation, VFX, audio, haptics, UI, and recovery for an existing game mechanic. Use when movement, combat, jumping, firing, hits, pickups, menus, or abilities work mechanically but feel delayed, weak, weightless, noisy, inconsistent, nauseating, or unr…
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