The library

Stack Underflow · When searching for verified community solutions to reduce token consumption.

databricks-iceberg · Cross-platform data lakes requiring Snowflake interop and external query engines.

ios-testing · Enterprise iOS apps needing comprehensive test coverage with zero flakiness.

swift-concurrency · Apps migrating to Swift 6 requiring compile-time data-race safety.

Test Commander · PHP services requiring strict test coverage before feature completion.

swiftui-mvvm · SwiftUI codebases needing architecture consistency across large teams.

meta-tags-optimizer · Pages with low CTR needing title/description optimization for search.

computer-diagnosis · Troubleshooting system performance issues with actionable remediation.

tca-swiftui · iOS apps using TCA needing type-safe reducers and tested navigation.

schema-markup-generator · E-commerce/content sites needing rich snippets for search visibility.

uikit-mvvm · Large UIKit codebases refactoring from MVC with incremental safety.

security · When security review skill for threat modeling, dependency audit,...

viper-uikit · Modular iOS apps needing strict separation of concerns across teams.

content-quality-auditor · Content marketing teams needing E-E-A-T compliance verification.

openspec-propose · Standards bodies proposing formal specification changes with full artifacts.

anti-ai-slop-writing · Content needing AI assistance while maintaining human voice and nuance.

domain-authority-auditor · SEO teams auditing competitor authority signals and backlink profiles.

entity-optimizer · Knowledge graph optimization requiring structured entity markup refinement.

salesloft-upgrade-migration · Sales teams upgrading SalesLoft integration without losing historical data.

memory-management · Systems requiring cache efficiency and memory leak prevention under load.

peer-review · Academic or technical publication pipelines requiring rigorous peer feedback.

web3-testing · Testing smart contracts when unit/integration/gas/fuzzing coverage must be comprehensive.

alert-manager · SEO monitoring when proactive alerts on ranking/traffic/backlink changes beat reactive dashboards.

sp · C projects when a single-header stdlib replacement eliminates malloc/strlen/strcmp pitfalls.

pr-creator · PR creation when template enforcement + preflight checks reduce review cycles.

backlink-analyzer · Link audits when gap analysis vs competitors and disavow recommendations guide strategy.

fantasia-template-custom-fields · Template design when typed custom fields with orphan retention avoid data loss.

feature-flags-principles · Gradual rollouts when requirements justify infrastructure (A/B tests, kill switches, tier gating).

performance-reporter · Stakeholder reporting when multi-metric aggregation with ROI calculation beats raw dashboards.

rsoft-agentic-bank · Agent lending when USDC settlement on Base and AI credit scoring enable autonomous finance.

rank-tracker · Keyword monitoring when position-delta tracking over snapshots beats broader reports.

content-refresher · Content refresh when decay scoring and GEO republishing guidance beat manual prioritization.

esg-impact-venture · Impact investing when ESG screening accelerates deal qualification over manual review.

internal-linking-optimizer · Internal linking when anchor-text optimization and pagerank flow guidance beat manual audits.

vm-bootstrap · VM setup when IaC templates and automated provisioning reduce manual overhead.

generate-catalog · Catalog generation when templating beats manual page creation at scale.

on-page-seo-auditor · On-page SEO when element-by-element audit with competitor comparison guides optimization.

apply-shadcn · UI development when shadcn library components reduce custom CSS and maintain consistency.

technical-seo-checker · Technical SEO when infrastructure audits (crawl/indexing/speed) uncover blocked opportunities.

testing-ci · CI setup when automated testing + deployment gates reduce manual integration friction.

competitor-analysis · Competitive analysis when gap analysis vs top competitors informs content/keyword prioritization.

fusion-vereine · German association mergers need Vereinsrecht-specific compliance mapping.

dto-generator · NestJS projects scaffold DTOs faster with auto-discovery than manual scaffolding.

content-gap-analysis · Editorial planning beats brainstorming when you compare against a specific competitor set.

gsap-greensock · Web animations achieve principle polish faster with GSAP than pure CSS for tweens.

keyword-research · SEO planning systematizes keyword discovery better than intuition-driven topic selection.

dev-container · IsaacLab development runs faster with one shared image across parallel project clones.

serp-analysis · Ranking strategy beats guessing when you analyze live SERP composition and top-10 patterns.

next-best-practices · Next.js refactors avoid pitfalls when you follow file conventions and RSC boundaries.

terraform-skill · IaC refactors are safer when you diagnose risk categories before applying changes.