Chuanye "Elvin" Ouyang
Community@elvinouyang · Washington, DC
Chuanye (Elvin) Ouyang is a data scientist focusing on AI products and Data Science
Agent Skills by Chuanye "Elvin" Ouyang
Showing 31 vetted skills indexed across 1 GitHub repositories.
adversarial-review-cycle
Run two-pass adversarial reviews with severity classification and ship-or-spin gating.
post-merge-sync
Fast-forward the trunk, restore stashes, and generate a post-merge punch list.
live-runbook-walkthrough
Narrate external irreversible workflows step-by-step from a checked-in runbook.
ios-polish
Apply a structured polish pass to iOS/SwiftUI views for HIG compliance.
ios-testflight-deploy
Deploy iOS builds to TestFlight with App Store Connect API key authentication.
ios-local-staging-run
Run an iOS app on a simulator against a local Supabase staging environment.
ios-critique
Score iOS and SwiftUI screen designs for UX and HIG alignment.
ios-animate
Add spring animations and haptics to SwiftUI feature reviews.
ios-audit
Audit SwiftUI iOS code for accessibility, performance, HIG, theming, and anti-pattern issues.
ios-local-staging-setup
Set up a local iOS staging environment with Supabase and production data snapshots.
axe
Automate iOS Simulator UI interactions by dispatching AXe CLI commands.
ios-simulator-nav
Navigate iOS Simulator UI via accessibility labels and axe CLI.
harness-troubleshoot
Diagnose Claude Code harness enforcement failures using a structured decision tree.
harness-add-living-doc
Add a new living document to all Claude Code harness enforcement touchpoints.
harness-setup
Generate hook scripts and settings to enforce workflow phases in Claude Code.
harness-extend
Extend Claude Code harnesses with coordinated phases, scopes, hooks, and commands.
web-mobile-workflow
Generate numbered Playwright workflow markdown files from codebase exploration and mobile walkthroughs.
web-ui-spec-checker
Compare running web application screens against design specifications using Playwright.
web-mobile-playwright-tests
Converts mobile workflow documentation into Playwright E2E test projects for Chromium and WebKit with CI support.
mcp-prune
Audit installed MCP servers by token cost and failure rate, then disable worst offenders with confirmation and reversible recovery record.
env-health-check
Diagnoses macOS development environments across git, Docker, Xcode simulators, and MCP servers.
token-efficient-setup
Insert token-efficiency rules into a project's CLAUDE.md based on detected repo type.
prompt-eval
Evaluate system prompts for correct tool-calling behavior using mock tools and deterministic assertions.
spec-driven-tests
Translate design specs and PRDs into deterministic unit tests.