The library

todo-management · Organizing personal or team tasks with deadlines and categorization.

harmony-analysis · Analyzing chord progressions, voice leading rules, and harmonic function in tonal music.

orchestration · Choosing instruments, arranging for specific ensemble sizes, or analyzing timbral effects.

skill-builder · Converting documentation, repos, PDFs, or videos into machine-readable AI skills.

installing-skills · Batch-installing or updating skill collections from public GitHub repositories.

rhythm-meter · Identifying meter in music, analyzing complex rhythms, or studying non-Western time signatures.

2562-safety-checklist_b6614ad2 · Ensuring standard safety procedures are followed before critical operations.

bird-observation · Recording bird sightings with species, date, location, and behavioral notes.

ecosystem-mapping · Understanding relationships between organisms, food chains, and environmental interactions.

angular-architect · Designing scalable Angular applications with clear module and service separation.

15-radar-signals-skill · Detecting and interpreting radar echoes, distinguishing noise from valid signals.

field-identification · Identifying organisms in the field using morphological features and behavior.

api-designer · Creating consistent, well-documented REST APIs with clear contract definitions.

journey-map · Visualizing customer experience across touchpoints and identifying improvement opportunities.

nature-journaling · Recording long-term observations of flora, fauna, and ecological changes over time.

architecture-designer · When you need formal ADRs and multi-stakeholder architectural decisions for distributed systems.

pandic-office · When you have Markdown content and need professional PDF or Word output documents.

species-interaction-tracking · When studying what a species actually does over time rather than just identifying it.

atlassian-mcp · When you need programmatic access to Jira and Confluence beyond manual UI interaction.

taxonomic-classification · When you need to place an organism in its formal hierarchy or reconcile its scientific name.

chaos-engineer · When you want to proactively discover system failure modes and resilience gaps before production incidents.

contested-claims-in-nutrition · When evaluating nutritional claims with scientific rigor and distinguishing settled from genuinely contested evidence.

cli-developer · When building command-line tools that need consistent flags, shell completions, and fast startup.

dietary-assessment · When you need to choose the right dietary measurement method (24-h recall, FFQ, diary, biomarker) for your question.

feeding-pedagogy · When guiding children to develop healthy eating habits and positive food relationships.

code-documenter · When you need generated, validated technical documentation from your codebase.

435-queue-concurrency_5eb81f48 · When you need expert knowledge in 435 queue concurrency_5eb81f48.

food-policy-and-politics · When you need to understand how nutrition science becomes dietary guidance and industry influence.

code-reviewer · When you need systematic code review for bugs, security, and quality improvements.

palette-stylist · When you need cohesive, accessible color systems from reference images and vibes.

nutrient-metabolism · When you need detailed biochemistry of how your body processes specific nutrients.

cpp-pro · When you need expert C++ development with modern language features and optimizations.

nutrition-science-foundations · When you need foundational knowledge of how macronutrients, micronutrients, and digestion work.

csharp-developer · When building C# applications with clean architecture and async patterns.

chaos-engineering · Validating infrastructure resilience before production relies on a service.

database-optimizer · Diagnosing 100+ ms query latency when generic optimization doesn't pinpoint the bottleneck.

skillx_class_aware_c2__feature_engineering__SKILL · Preparing respondent-keyed data for difference-in-differences causal analysis.

incident-response · Coordinating response to SEV1/SEV2 incidents when multiple teams need synchronized action.

debugging-wizard · When stack traces don't immediately reveal the bug and multiple independent-seeming changes coincide.

monitoring-observability · Gaining the three pillars (logs/metrics/traces) when a single monitoring signal is insufficient.

release-management · Minimizing blast radius when deploying high-traffic or stateful services.

django-expert · Scaffolding a production Django API with query optimization and permission constraints.

sre-patterns · When service reliability is ad-hoc and alert fatigue prevents visibility into true availability.

dotnet-core-expert · Scaffolding a .NET Core service when C# and strong typing are organizational standards.

constraint-drilling · Sharpening a broad research hypothesis into testable subclaims.

fastapi-expert · When a Python service needs sub-100ms latency and high concurrency that sync frameworks can't match.

feature-forge · When baseline model accuracy plateaus and feature engineering is the remaining leverage.

notion-2 · Agents needing read-modify-append workflows on Notion databases without destructive rewrites.

flutter-expert · Cross-platform mobile development where reusable const widgets and scoped state management (Riverpod) reduce rebuilds and improve frame rates.

golang-pro · Concurrent systems requiring fine-grained goroutine lifecycle, bounded resource pools, and time-bounded execution with proper cancellation.