improve-react
Survey a whole React codebase as a senior React engineer, using React Doctor's scan as evidence, then produce a prioritized audit and self-contained…
Audit and fix Three.js and React Three Fiber apps for frame-loop performance, GPU memory leaks, scene-graph correctness, and visual defects like z-fighting, shadow acne, wrong color space, and broken resize handling. Uses React Doctor as the scanning engine plus a visual rubric
$ npx -y skills add millionco/react-doctor --skill improve-threejs --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/improve-threejsContext preview
The summary Claude sees to decide when to auto-load this skill.
Audit and fix Three.js and React Three Fiber apps for frame-loop performance, GPU memory leaks, scene-graph correctness, and visual defects like z-fighting, shadow acne, wrong color space, and broken resize handling. Uses React Doctor as the scanning engine plus a visual rubric
name: improve-threejs description: Audit and fix Three.js and React Three Fiber apps for frame-loop performance, GPU memory leaks, scene-graph correctness, and visual defects like z-fighting, shadow acne, wrong color space, and broken resize handling. Uses React Doctor as the scanning engine plus a visual rubric checked against rendered output. Use when the user asks to improve, audit, scan, or clean up a Three.js, R3F, react-three-fiber, drei, or WebGL app, or types `/improve-threejs`.
Audits a Three.js or React Three Fiber (R3F) codebase and fixes what hurts most: work that runs every frame, GPU resources that never get disposed, scene-graph objects rebuilt on every render, and visual defects the user can see. React Doctor supplies the machine-verified code scan; this skill supplies the frame-loop judgment and the visual inspection a general React scanner lacks.
The core principle: severity follows the render loop. Code inside `useFrame` or a `requestAnimationFrame` callback runs 60 times per second, so a minor inefficiency there outweighs a major one in a settings panel. Rank every finding by where it runs, not by the rule's default severity.
Identify the stack before scanning: plain Three.js or R3F, which helper libraries are in use (drei, postprocessing, rapier), and where the render loop lives (`useFrame` hooks, `requestAnimationFrame`, the `<Canvas frameloop>` setting).
Build a hot-path map: every `useFrame` body, every RAF callback, every pointer-move handler. These files get the strictest review in Step 3.
Run React Doctor read-only to collect structured evidence:
npx react-doctor@latest --verbose
For a regression check after making changes, run with `--scope changed` and confirm the score did not drop.
Re-rank the scanner's findings using the hot-path map, then hunt for the Three.js-specific problems the scanner cannot see. Confirm every finding at its `file:line` before reporting it.
**HIGH severity, runs every frame or leaks GPU memory:**
**MEDIUM severity, per-render or per-interaction waste:**
**LOW severity, hygiene:** React Doctor findings on non-canvas UI code, missing `<Preload>`, oversized textures.
Inspect what the scene actually renders. Every visual finding needs evidence: a screenshot, a frame capture, or a reproduced observation, never a guess from reading source. When a dev server and browser are available, load the app, capture the first stable frame, then capture again after moving the camera and interacting. When no browser is available, check the code-level causes listed below and label each finding as inferred from source.
Apply the mini rubric. A row fails only when the evidence shows the failure condition:
| Area | Check | Fail when | | ---------------------- | ---------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------- | | Render sanity | The scene reaches a stable frame after load | Black canvas, WebGL context errors, or content that never appears | | Geometry | Move the camera along seams, edges, and boundaries | Gaps, missing faces, visible backfaces, or two surfaces flickering at the same depth (z-fighting) | | Transparency and depth | Cross depth-order boundaries with overlapping or transmissive surfaces | Wrong sort order, halos, opaque surfaces that should transmit, or flicker at grazing angles | | Textures | View mapped surfaces close, far, and at grazing angles | Missing textures, stretching, seams, moiré, shimmer, or washed-out colors from a wrong color space | | Materials and lighting | Change light and view direction on lit surfaces | Surfaces that ignore light direction, or reflective metals with no environment to reflect | | Shadows | Move casters, receivers, and the light through their range | Acne, detached or floating shadows, flicker at rest, or shadows that outlive their caster | | Camera | Follow the primary subject through movement and transitions | Subject leaves frame, camera clips into geometr
Repo: millionco/react-doctor
Survey a whole React codebase as a senior React engineer, using React Doctor's scan as evidence, then produce a prioritized audit and self-contained…
Diagnose React runtime performance with React Doctor traces, live render outlines, Long Animation Frames, interaction timing, and component render evidence.…
Use when finishing a feature, fixing a bug, before committing React code, or when the user types `/doctor`, asks to scan, triage, or clean up React…