estimation-techniques
Back-of-envelope calculations for system design. Use when estimating QPS, storage, bandwidth, or latency for capacity planning. Includes latency numbers every programmer should know and common estimation patterns.
edge-strategy
Design CDN and edge deployment strategy for global distribution - optimizes latency, plans caching architecture, and recommends edge compute placement
edge-computing
Use when designing edge computing architectures, serverless at edge, or distributed compute strategies. Covers edge functions, compute placement decisions, Cloudflare Workers, Lambda@Edge, and edge-native patterns.
distributed-tracing
Use when implementing distributed tracing, understanding trace propagation, or debugging cross-service issues. Covers OpenTelemetry, span context, and trace correlation.
design-interview-methodology
4-step framework for system design interviews. Use when preparing for technical interviews, practicing whiteboard design, or structuring architectural discussions. Covers requirements gathering, high-level design, deep dives, and wrap-up.
data-flow
Design data pipeline architecture for a given data flow scenario
data-architecture
Use when designing data platforms, choosing between data lakes/lakehouses/warehouses, or implementing data mesh patterns. Covers modern data architecture approaches.
chaos-plan
Design chaos engineering experiments for a system - identifies failure modes, creates experiment hypotheses, and generates GameDay plans
chaos-engineering-fundamentals
Use when implementing chaos engineering, designing fault injection experiments, or building resilience testing practices. Covers chaos principles and experiment design.
cdn-architecture
Use when designing content delivery networks, caching strategies, or global content distribution. Covers CDN architecture, cache hierarchies, origin shielding, cache invalidation, and edge optimization.
api-versioning
Use when planning API versioning strategy, handling breaking changes, or managing API deprecation. Covers URL, header, and query parameter versioning approaches.
promotion-preparation
Building promotion cases, brag documents, tracking wins, and self-advocacy for career advancement. Use when preparing for promotions, documenting accomplishments, or building your case for advancement.
professional-communication
Guide technical communication for software developers. Covers email structure, team messaging etiquette, meeting agendas, and adapting messages for technical vs non-technical audiences. Use when drafting professional messages, preparing meeting communications, or improving written communication.
plan-career-goals
Create structured career goals with timelines, actions, milestones, and accountability measures.
mentoring-developers
Frameworks for effective mentoring and knowledge transfer. Use for 1:1 meetings, pair programming, onboarding, teaching technical concepts, and developing junior engineers.
interview-skills
Frameworks for technical interviews and salary negotiation. Use for behavioral interview prep (STAR method), technical interview communication, offer evaluation, and compensation negotiation strategies.
feedback-conversations
Navigate difficult conversations and deliver constructive feedback using structured frameworks. Covers the Preparation-Delivery-Follow-up model and Situation-Behavior-Impact (SBI) feedback technique. Use when preparing for difficult conversations, giving feedback, or managing conflicts.
draft-email
Draft a professional email using the What-Why-How framework. Use when you need to compose emails to colleagues, stakeholders, or leadership.
difficult-conversations
Structured approach to workplace conflicts, performance discussions, and challenging feedback using preparation-delivery-followup framework. Use when preparing for tough conversations, addressing conflicts, giving critical feedback, or navigating sensitive workplace discussions.
developer-visibility
Build professional visibility through LinkedIn, GitHub, conference speaking, and internal branding. Provides frameworks for personal brand development, content creation, and career growth.
craft-linkedin-post
Generate an engaging LinkedIn post using proven storytelling frames. Use when you want to share learnings, celebrate wins, or build professional visibility.
code-review-communication
Frameworks for giving and receiving code review feedback effectively. Use for PR comments, review strategies, handling disagreements, and balancing thoroughness with kindness.
career-strategy
Internal vs external career growth paths, goal setting, career maintenance, and long-term planning for software engineers. Use when deciding between internal promotion vs external job search, setting career goals, or planning long-term career trajectory.
brand-statement
Develop your personal brand statement using the Skills x Interests x Market Needs framework. Use when crafting your professional positioning, LinkedIn headline, or elevator pitch.
ai-writing-assistant
Leverage AI tools effectively for professional writing tasks. Provides prompt patterns, refinement workflows, voice preservation techniques, and quality checkpoints for AI-augmented drafting.
zero-trust
Zero Trust architecture principles including ZTNA, micro-segmentation, identity-first security, continuous verification, and BeyondCorp patterns. Use when designing network security, implementing identity-based access, or building cloud-native applications with zero trust principles.
ears-convert
Convert specifications to/from EARS format.
vulnerability-management
Vulnerability lifecycle management including CVE tracking, CVSS scoring, risk prioritization, remediation workflows, and coordinated disclosure practices
threat-modeling
Threat modeling methodologies (STRIDE, DREAD), attack trees, threat modeling as code, and integration with SDLC for proactive security design
supply-chain-security
Software supply chain security guidance covering SBOM generation, SLSA framework, dependency scanning, SCA tools, and protection against supply chain attacks like dependency confusion and typosquatting.
secure-coding
Provides guidance on secure coding practices including OWASP Top 10 2025, CWE Top 25, input validation, output encoding, and language-specific security patterns. Use when reviewing code for security vulnerabilities, implementing security controls, or learning secure development practices.
secrets-management
Comprehensive guidance for secure secrets management including storage solutions (Vault, AWS Secrets Manager, Azure Key Vault), environment variables, secret rotation, scanning tools, and CI/CD pipeline security. Use when implementing secrets storage, configuring secret rotation, preventing secret leaks, or reviewing credentials handling.
scan-secrets
Scan codebase for hardcoded secrets, API keys, credentials, and sensitive data
devsecops-practices
DevSecOps methodology guidance covering shift-left security, SAST/DAST/IAST integration, security gates in CI/CD pipelines, vulnerability management workflows, and security champions programs.
cryptography
Comprehensive cryptography guidance covering encryption algorithms, password hashing, TLS configuration, key management, and post-quantum considerations. Use when implementing encryption, choosing hashing algorithms, configuring TLS/SSL, managing cryptographic keys, or reviewing cryptographic implementations.
container-security
Container and Kubernetes security patterns including Docker hardening, image scanning, pod security standards, network policies, RBAC, secrets management, and runtime protection. Use when securing containerized applications, building secure images, or configuring Kubernetes security controls.
check-deps
Check dependencies for known CVEs and security vulnerabilities
authorization-models
Comprehensive authorization guidance covering RBAC, ABAC, ACL, ReBAC, and policy-as-code patterns. Use when designing permission systems, implementing access control, or choosing authorization strategies.
authentication-patterns
Comprehensive authentication implementation guidance including JWT best practices, OAuth 2.0/OIDC flows, Passkeys/FIDO2/WebAuthn, MFA patterns, and secure session management. Use when implementing login systems, token-based auth, SSO, passwordless authentication, or reviewing authentication security.
speckit-run
Execute the complete GitHub Spec Kit 5-phase workflow from constitution to implementation.
dynamic-schema-design
Use when implementing flexible content schemas using EF Core JSON columns, `OwnsOne().ToJson()` patterns, or designing dynamic field storage that avoids migrations. Covers JSON column configuration, LINQ querying of JSON properties, indexing strategies, and schema evolution patterns for headless CMS architectures.
headless-api-design
Use when designing content delivery APIs for headless CMS architectures. Covers REST and GraphQL API patterns, content preview endpoints, localization strategies, pagination, filtering, caching headers, and API versioning for multi-channel content delivery.
image-optimization
Use when implementing responsive images, format conversion, focal point cropping, or image processing pipelines. Covers srcset generation, WebP/AVIF conversion, lazy loading, and image transformation APIs for headless CMS.
map-relationships
Visualize content relationships as a dependency graph. Shows how content types reference each other.
media-asset-management
Use when designing digital asset management systems, media libraries, upload pipelines, or asset metadata schemas. Covers media storage patterns, file organization, metadata extraction, and media APIs for headless CMS.
model-content
Design content type schema with fields, validation, and relationships. Use for content modeling workshops or quick schema design.
multi-site-theming
Use when implementing per-site themes, white-labeling, or brand override systems. Covers tenant-specific branding, theme inheritance, CSS variable hierarchies, and dynamic theme switching for multi-site CMS architectures.
navigation-architecture
Use when designing menu systems, breadcrumbs, mega-menus, or navigation APIs. Covers menu hierarchies, dynamic vs static navigation, mobile navigation patterns, and navigation endpoint design for headless CMS.
optimize-images
Design responsive image pipeline with srcset, modern formats, and lazy loading. Framework-specific implementations.
page-structure-design
Use when designing page hierarchies, page templates, layout zones, or sitemap structures. Covers page sets, template inheritance, component zones, and page tree APIs for headless CMS architectures.
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