Agent Skillsa1stok/img2svg-animation › optimize-loader

optimize-loader

GitHub

优化React Router Loader性能,消除冗余DB查询。提供反模式检测、瘦查询创建及并行化建议,提升页面加载速度。

.agents/skills/optimize-loader/SKILL.md a1stok/img2svg-animation

Trigger Scenarios

编写或审查涉及数据库操作的Loader代码 排查页面加载缓慢问题

Install

npx skills add a1stok/img2svg-animation --skill optimize-loader -g -y
More Options

Non-standard path

npx skills add https://github.com/a1stok/img2svg-animation/tree/master/.agents/skills/optimize-loader -g -y

Use without installing

npx skills use a1stok/img2svg-animation@optimize-loader

指定 Agent (Claude Code)

npx skills add a1stok/img2svg-animation --skill optimize-loader -a claude-code -g -y

安装 repo 全部 skill

npx skills add a1stok/img2svg-animation --all -g -y

预览 repo 内 skill

npx skills add a1stok/img2svg-animation --list

SKILL.md

Frontmatter
{
    "name": "optimize-loader",
    "description": "Optimize slow React Router loaders by eliminating redundant DB queries, creating slim query variants, and parallelizing independent fetches. Use proactively when writing or reviewing loader code that calls domain operations services (e.g. CourseOperationsService, VideoOperationsService), or when triaging a slow page load."
}

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 relations
  • limit: 1 on 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) and orderBy intact

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:

  1. Add the query to db-course-operations.server.ts and export it
  2. Declare the cross-domain dependency in VideoOperationsService's effect block via yield* CourseOperationsService
  3. The Effect Layer system resolves cross-domain dependencies automatically

Version History

  • 3d56d15 Current 2026-07-19 08:58

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Metadata

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Version
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Hash
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Indexed
2026-07-19 08:58

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