GitHub
tracing-knowledge-lineages
Understand how ideas evolved over time to find old solutions for new problems and avoid repeating past failures
☆ 26View skill
documentation architecture patterns AI Skills
Discover documentation architecture patterns skills, compare source repositories and read the instructions for each workflow.
Categories: documentation architecture patterns
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GitHub
pydicom
Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when reading, writing, or modifying medical imaging data in DICOM format, extracting pixel data from...
☆ 26View skill
GitHub
algorithmic-art-generation
Create algorithmic art using p5.js with seeded randomness, flow fields, and particle systems. Use when you need to generate generative art, create computational aesthetics, or build interactive artistic visuali...
☆ 26View skill
GitHub
preserving-productive-tensions
Recognize when disagreements reveal valuable context, preserve multiple valid approaches instead of forcing premature resolution
☆ 26View skill
GitHub
microservices-patterns
Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing microservices.
☆ 26View skill
GitHub
onboard
Analyze brownfield codebase and create initial continuity ledger
☆ 25View skill
GitHub
safety-pattern-developer
Guide through TDD process for adding new safety patterns - from threat identification to commit
☆ 25View skill
GitHub
swarm-workflow
Split large tasks across multiple Claude Code sessions or branches. Coordinate parallel work with merge gates. Use when task is too large for one session, want parallel work, or need to split work across branch...
☆ 25View skill
GitHub
review-to-merge
Structured implementer-verifier-reviewer pipeline for high-quality code. Artifact-based handoffs between roles. Use when needing rigorous review process, handoff between roles, or review pipeline for critical c...
☆ 25View skill
GitHub
developing-packages-r
Building robust R packages with modern tidyverse patterns. Use this skill when creating or maintaining R packages, designing APIs, choosing dependencies, implementing input validation, writing error messages, o...
☆ 25View skill
GitHub
designing-oop-r
Object-oriented programming in R: S7, S3, S4, and vctrs class design. Use this skill when designing classes for R projects, choosing between OOP systems, building class hierarchies with inheritance, or migratin...
☆ 25View skill
GitHub
fp-planning
This skill should be used when the user asks to "create a plan", "break down feature", "design implementation", "structure this work", "plan out", "decompose task", or "create roadmap". Provides plan creation a...
☆ 25View skill
GitHub
task-breakdown
Use when converting architecture plans into implementation phases. Creates independent, bite-sized phase files that can be executed separately.
☆ 25View skill
GitHub
error-handling
Implement consistent error handling across the application. Use when adding try-catch blocks, error boundaries, or custom error classes.
☆ 25View skill
GitHub
architecture-planning
Create detailed architecture plans with decision records and risk assessments. Use when planning significant features or system changes.
☆ 25View skill
GitHub
database-schema-designer
Copilot agent for database schema design, ER diagrams, normalization, DDL generation, and performance optimization Trigger terms: database design, schema design, ER diagram, normalization, DDL, database modeli...
☆ 25View skill
GitHub
devops-engineer
Copilot agent that assists with CI/CD pipeline creation, infrastructure automation, Docker/Kubernetes deployment, and DevOps best practices Trigger terms: CI/CD, DevOps, pipeline, Docker, Kubernetes, deploymen...
☆ 25View skill
GitHub
system-architect
Copilot agent that assists with architecture design, C4 model diagrams, ADR creation, and tradeoff analysis Trigger terms: architecture, system design, C4 model, ADR, architecture decision, design patterns, co...
☆ 25View skill
GitHub
performance-optimizer
Copilot agent that assists with performance analysis, bottleneck detection, optimization strategies, and benchmarking Trigger terms: performance optimization, performance tuning, profiling, benchmark, bottlene...
☆ 25View skill
GitHub
api-designer
AI agent supporting REST/GraphQL/gRPC API design, OpenAPI specification generation, and API best practices Trigger terms: API design, REST API, GraphQL, OpenAPI, API specification, endpoint design, API contrac...
☆ 25View skill
GitHub
performance-optimizer
Copilot agent that assists with performance analysis, bottleneck detection, optimization strategies, and benchmarking Trigger terms: performance optimization, performance tuning, profiling, benchmark, bottlene...
☆ 25View skill
GitHub
design-reviewer
Copilot agent that assists with systematic design review using ATAM (Architecture Tradeoff Analysis Method), SOLID principles, design patterns, coupling/cohesion analysis, error handling, and security requireme...
☆ 25View skill
GitHub
cloud-architect
Copilot agent for cloud architecture design, AWS/Azure/GCP configuration, IaC code generation (Terraform/Bicep), and cost optimization Trigger terms: cloud architecture, AWS, Azure, GCP, cloud infrastructure,...
☆ 25View skill
GitHub
async-programming
Concurrent operations with asyncio and Tokio, focusing on race condition prevention, resource safety, and performance
☆ 25View skill
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