GitHub
backend-patterns
Expert knowledge in API design, authentication, caching, and backend best practices. Use for backend development tasks.
☆ 33View skill
Data & AI AI Skills
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Categories: Data & AI
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GitHub
error-recovery
Expert knowledge in error diagnosis, debugging strategies, and self-healing patterns. Use when tasks fail or errors occur.
☆ 33View skill
GitHub
frontend-patterns
Expert knowledge in React patterns, component design, state management, and frontend best practices. Use for frontend development tasks.
☆ 33View skill
GitHub
etl-patterns
ETL workflow patterns, data pipeline architecture, and ingestion strategies for Somali dialect classifier. Covers source integration, transformation logic, staging patterns, and load strategies. Auto-invokes wh...
☆ 33View skill
GitHub
design
Unified design system for data/ML dashboards. Quick reference for brand vs data color decisions, component patterns, typography, spacing. Auto-invokes on styling, CSS, design, colors, UI, visualization keywords...
☆ 33View skill
GitHub
model-evaluation-framework
Model evaluation metrics, testing protocols, and performance assessment for Somali dialect classification. Covers accuracy, F1-score, confusion matrix analysis, per-dialect performance, and evaluation best prac...
☆ 33View skill
GitHub
accessibility-checklist
WCAG AA accessibility checklist and verification protocols for Somali dialect classifier dashboard. Covers keyboard navigation, screen readers, color contrast, ARIA labels, and accessibility testing procedures.
☆ 33View skill
GitHub
lrl-nlp-techniques
Low-resource NLP techniques specific to Somali language processing. Covers data scarcity strategies, cross-lingual transfer, morphological analysis, data augmentation for Somali, semi-supervised learning, and e...
☆ 33View skill
GitHub
mlops-best-practices
MLOps best practices for model versioning, experiment tracking, deployment, monitoring, and retraining workflows. Covers reproducibility, CI/CD for ML, model registry, and production ML system design.
☆ 33View skill
GitHub
dashboard-patterns
Reusable React/JavaScript patterns for Somali dialect classifier dashboard. Covers Chart.js integration, data card components, filter patterns, responsive layouts, and dashboard-specific UI patterns. Auto-invok...
☆ 33View skill
GitHub
ux-writing
Voice, tone, and content guidelines for data/ML dashboards. Covers microcopy, error messages, success states, and data presentation language. Auto-invokes on copy, messaging, content, labels, error messages key...
☆ 33View skill
GitHub
agent-coordination
Coordination protocol for main Claude Code agent. Explicit user invocation required ("mobilize agents", "coordinate", "check registry"). Provides agent orchestration, registry management, and handoff protocols....
☆ 33View skill
GitHub
data-quality-standards
Data quality validation rules, quality metrics, and acceptance criteria for Somali dialect classifier datasets. Covers duplicate detection, language filtering, quality scoring, and validation protocols. Auto-in...
☆ 33View skill
GitHub
devsql-querying
Query and analyze Claude Code history joined with Git data using SQL. Use when user asks about their Claude conversations, productivity patterns, commit history correlation, session analytics, or wants to explo...
☆ 33View skill
GitHub
imessage
Interact with Messages app - read conversations, send messages, and check for new messages using AppleScript and SQLite database access
☆ 33View skill
GitHub
resonance-librarian
Automates the creation of documentation for solved problems.
☆ 33View skill
GitHub
resonance-copywriter
Conversion Copywriter Specialist. Use this for landing page copy, email sequences, and optimizing conversion rates.
☆ 33View skill
GitHub
youtube-strategy
Invoke this skill whenever you are working on something related to YouTube. Assists in generating essential elements that drive engagement and discovery.
☆ 33View skill
GitHub
resonance-refactor
The Essentialist. Ruthlessly simplifying code, removing dead features, and enforcing Clean Architecture.
☆ 33View skill
GitHub
resonance-game-dev
The Game Architect. Expert in Game Feel ("Juice"), Core Loop Psychology, and Cross-Platform Engineering. Use for designing fun, monetization, and engine selection logic.
☆ 33View skill
GitHub
resonance-skill-author
Skill Author and Prompt Engineer. Creates new agent skills, writes system prompts, and designs agent behaviors using Chain of Thought and Few-Shot patterns.
☆ 33View skill
GitHub
resonance-mobile
The Mobile Architect. Expert in React Native & Flutter, specializing in Offline-First Architecture, store compliance, and 'Touch Physics'.
☆ 33View skill
GitHub
resonance-automation
Tooling Engineer Specialist. Builds new tools, MCP servers, and agent capabilities.
☆ 33View skill
GitHub
small-to-before-research
Transform vague or informal prompts into structured, precise prompts optimized for the researchCodebase agent. Use when preparing to launch codebase research and the user's request needs refinement for better r...
☆ 33View skill
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