How to use
- Copy the installation command and review the source package before installing it in your own agent environment.
- Check the source document for required tools, credentials and supported hosts.
- Describe your input and desired deliverable; review the output against the source material.
npx skills add https://github.com/mattpocock/course-video-manager --skill optimize-loaderBefore you start
- Installation does not include a model subscription, API allowance or permission to access your files.
- Repository stars and installation counts describe activity, not an independent quality or security test.
Rendered from the source repository. Headings, examples, code, tables, links, and referenced images are preserved.
Optimize Loader
Anti-patterns to catch
1. Re-fetching data the caller already has
If a loader fetches a record (e.g. getVideoWithClipsById) and then passes just the ID to a downstream function that re-fetches the same record internally — change the downstream function's signature to accept the already-fetched object.
// BAD — getNextVideoId internally calls getVideoWithClipsById again
const video = yield * db.getVideoWithClipsById(videoId);
const nextId = yield * db.getNextVideoId(videoId);
// GOOD — pass the already-fetched video
const video = yield * db.getVideoWithClipsById(videoId);
const nextId = yield * db.getNextVideoId(video);When refactoring signatures, type the parameter as the minimal shape needed, not the full return type:
// Accept only what the function actually reads
function* (currentVideo: {
id: string;
lesson: {
id: string;
videos: Array<{ id: string; path: string }>;
section: { repoVersion: { repo: { id: string } } };
} | null;
})2. Over-fetching nested relations
If a function only needs IDs and paths for navigation but loads full nested trees including clips, transcripts, etc. — create a slim query variant.
// BAD — loads clips, chapters, thumbnails etc. just to get video IDs
const course = yield * getCourseWithSectionsById(repoId);
// GOOD — dedicated lightweight query
const course = yield * getCourseNavigationData(repoId);Slim query checklist:
columns: { id: true, path: true }— only select needed columns on leaf relationslimit: 1on relations like versions where you only need the latest- Omit
with:for relations you don't traverse (clips, chapters, thumbnails) - Keep
where:filters (e.g.archived = false) andorderByintact
3. Sequential independent queries
If a loader runs multiple independent DB calls sequentially, parallelize with Effect.all:
// BAD — sequential, total time = sum of both
const nextVideoId = yield * db.getNextVideoId(video);
const previousVideoId = yield * db.getPreviousVideoId(video);
// GOOD — parallel, total time = max of both
const [nextVideoId, previousVideoId] =
yield * Effect.all([db.getNextVideoId(video), db.getPreviousVideoId(video)]);Dependency injection pattern
When adding a new query (like getCourseNavigationData) that lives in course operations but is used by video operations:
- Add the query to
db-course-operations.server.tsand export it - Declare the cross-domain dependency in
VideoOperationsService'seffectblock viayield* CourseOperationsService - The Effect Layer system resolves cross-domain dependencies automatically



