The library

supabase · This supabase beats generic alternative approaches.

claude-commands-mcp · Serving skill definitions from git repos beats manual CLI installation.

supacode-cli · Generated and tested migrations beat manual SQL writing.

resume · Auto-built resume from work history beats manual editing.

superdesign · Systemic design generation beats one-off mockups.

claude-scrum-skill · Automated scrum ceremonies and sprint tracking beats manual coordination.

2506-keyword_search_c279eebe · Indexed keyword search beats browsing untagged prompt files.

vyre-skill · When a coding agent needs design taste and consistent color/spacing tokens to avoid raw hex and generic UI.

quality-gate-repair-assistant · When CI quality gates fail and local repo needs repair in deterministic order (env → format → lint → type → test).

plugin · When Astro/marketing-copy projects need automated lint-on-edit to catch prose errors before turn completion.

skore-launch · Windows/PowerShell development workflow where asset paths are relative to repo root.

swarm-architect · Large-scale (70-80+ task) engineering delivery that needs phase/wave parallelization and GitHub issue sync.

cli · High-throughput coding agents balancing web automation with large codebase context (avoids heavy MCP page-tree).

426-documentation_fa1f1931 · When codebase lacks documentation and needs auto-generated baseline.

swift-actor-persistence · Swift concurrency apps needing lightweight actor state persistence without database overhead.

docs-skills · Automating skill documentation generation to keep docs in sync with code.

get-pr-comments · When CI needs to consume PR review feedback for automated code quality scoring or report generation.

swift-concurrency-6-2 · Swift projects adopting strict concurrency (6.2+) and needing systematic data-race elimination.

swift-concurrency-expert · Teams hitting data-race warnings or runtime crashes in concurrent code and needing expert debugging.

skills · Installing curated skill collections by project or group without manual file management.

swift-protocol-di-testing · Testing Swift code with file system and network I/O without triggering real failures.

run · Running single hypothesis-driven iterations with clear keep/discard evaluation.

lumo · Injecting mobile design intelligence into Claude Code without manual setup per project.

swiftui-liquid-glass · Adopting iOS 26 Liquid Glass with correct API usage and backward-compatible fallbacks.

tdd-guard · Enforcing test-first workflow and blocking over-implementation in Claude Code.

swiftui-patterns · Building state-managed, performant SwiftUI views with @Observable and NavigationStack.

list-exportable-agents · Discovering which agent profiles are ready for export as .akita-agent packages.

swiftui-performance-audit · Diagnosing SwiftUI janky scrolling and high CPU from code review before profiling.

swiftui-ui-patterns · Designing cohesive SwiftUI component libraries with reusable patterns and modifiers.

saas-scaffolder · Initializing a SaaS codebase with production-ready folder structure and boilerplate.

swiftui-view-refactor · Breaking complex SwiftUI views into focused subviews to reduce re-render storms.

claude-plugins · Discovering and wiring Claude AI plugins into custom agent workflows.

sympy · When research requires exact symbolic solutions rather than numeric approximation, or closed-form derivations.

systems-languages-core · When setting up Go, C++, or Perl projects that need shared conventions, test-first discipline, and language-appropriate safety.

agent-modeling-kit · When designing complex systems via event storming with real-time visual feedback and AI-assisted modeling.

systems-languages-orchestrator · When starting a systems-language task and need to pick the right skill without manual orchestration.

architect · When enforcing architectural consistency and preventing drift in agent-driven codebases.

secrets-vault-manager · When you need centralized secret management with compliance tracking and automated rotation.

security-guidance · When designing secure systems or conducting threat assessments for compliance.

tauri-core · When building performant, secure desktop apps with Rust backend and web UI.

security-pen-testing · When validating security posture through controlled exploitation and finding real exploitable flaws.

sdk · When you need maintainable, type-safe SDKs across multiple languages from a single source.

tauri-orchestrator · When building complex multi-window Tauri apps with shared state and coordinated IPC.

tauri-v2 · When you need secure, updatable native desktop apps with small footprint and fast startup.

self-improving-agent · When building agents that improve automatically by learning from task failures and refining their own instructions.

tdd-workflow · Mission-critical code where regression risk outweighs speed, or when team coverage culture is weak.

senior-architect · Justifying architecture decisions to stakeholders or refactoring inherited large codebases.

agent-kit · Accelerating domain event modeling in Eventmodelers with Claude-powered analysis.

team-agent-orchestration · Multi-agent projects where chaos and lost work matter, or when you need visible state across agents.

senior-backend · Shipping production APIs with safety gates (migration dry-run, load test validation) included.