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dashboard-builder

affaan-m

Build monitoring dashboards for platforms like Grafana and SigNoz that can answer real-world operations questions. Suitable for converting metrics into usable dashboards rather than flashy, non-actionable displays.

dmux-workflows

affaan-m

Orchestrate multi-agent workflows using dmux (a tmux-pane manager for AI agents). Enables parallel-agent workflow patterns across Claude Code, Codex, OpenCode and other tools. Suitable for running multiple agent sessions in parallel or coordinating multi-agent development workflows.

dotnet-patterns

affaan-m

Idiomatic C# and .NET patterns, conventions, dependency injection, async/await, and best practices for building robust, maintainable .NET applications.

everything-claude-code-conventions

affaan-m

Development conventions and patterns for everything-claude-code. JavaScript project with Conventional Commits.

flutter-dart-code-review

affaan-m

A library-agnostic Flutter/Dart code review checklist covering widget best practices, state management patterns (BLoC, Riverpod, Provider, GetX, MobX, Signals), Dart idioms, performance, accessibility, security, and clean architecture.

healthcare-cdss-patterns

affaan-m

Clinical Decision Support System (CDSS) patterns, medical reasoning, and evidence-based implementations.

messages-ops

affaan-m

Japanese translation: This file requires a Japanese translation for messages-ops.

motion-ui

affaan-m

Japanese translation: This file requires a Japanese translation for motion-ui.

mysql-patterns

affaan-m

Japanese translation: This file requires a Japanese translation for mysql-patterns.

nestjs-patterns

affaan-m

Japanese translation: This file requires a Japanese translation for nestjs-patterns.

project-flow-ops

affaan-m

Japanese translation: This file requires a Japanese translation for project-flow-ops.

quality-nonconformance

affaan-m

Japanese translation: This file requires a Japanese translation for 'quality-nonconformance'.

recsys-pipeline-architect

affaan-m

Design composable recommendation, ranking, and feed pipelines using the six-stage Source → Hydrator → Filter → Scorer → Selector → SideEffect framework popularized by xAI's open-sourced For You algorithm. Use this skill whenever the user is building any system that picks "the top K items for a (user, context)" — social feeds, content CMSs, RAG rerankers, task prioritizers, notification triage, search reranking, ad ranking.

rust-testing

affaan-m

Rust testing patterns including unit tests, integration tests, asynchronous tests, property-based tests, mocks, and coverage. Follows TDD methodology.

santa-method

affaan-m

Multi-agent adversarial verification with a convergent loop. Two independent review agents must both approve before an output may be released.

security-review

affaan-m

Use this skill when adding authentication, handling user input, managing secrets, creating API endpoints, or implementing payment or other sensitive features. Provides a comprehensive security checklist and patterns.

tinystruct-patterns

affaan-m

Used when developing application modules or microservices with the tinystruct framework. Covers routing, context management, JSON handling via the Builder, and a CLI/HTTP dual-mode pattern.

e2e-testing

affaan-m

Playwright E2E testing patterns, Page Object Model, configuration, CI/CD integration, artifact management, and flaky-test strategies.

foundation-models-on-device

affaan-m

Implementation patterns, quantization, optimization, and privacy-aware inference for on-device FoundationModels.

hookify-rules

affaan-m

Automated hook implementation, event-driven execution, and rule-driven workflows.

mcp-server-patterns

affaan-m

Japanese translation: This file requires a Japanese localization for mcp-server-patterns.

network-config-validation

affaan-m

Japanese translation: This file requires a Japanese translation for network-config-validation

perl-security

affaan-m

Comprehensive Perl security covering taint mode, input validation, secure process execution, DBI parameterized queries, web security (XSS/SQLi/CSRF), and perlcritic security policies.

santa-method

affaan-m

Multi-agent adversarial verification with a convergence loop. Two independent review agents must both pass before an output can be shipped.

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