Seth Ford

claude-standards

claude-skills

claude-toolkit

Write, index, and wire project standards into agent context (L1 Context)

Drift audits, PR gates, and quality ceremonies (L2 Ceremonies)

Real-time enforcement with agents and hooks (L3 Enforcement)

Architecture patterns, system decomposition, DDD, microservices, event-driven, CQRS. Grounded in TOGAF, IASA BTABoK, ISO 42010.

Non-functional requirements, scalability, reliability, performance modeling, trade-off analysis.

ADRs, technology radar, build-vs-buy, migration strategy, vendor evaluation.

Data modeling, storage selection, event sourcing, data governance, pipeline design.

Cloud architecture, deployment topology, DR planning, multi-region, container orchestration.

Architecture principles, fitness functions, tech debt assessment, compliance frameworks.

C4 diagrams, RFCs, stakeholder presentations, architecture roadmaps, sequence diagrams.

Architecture katas, review facilitation, mentoring, anti-patterns catalog, system audits.

Clean code, refactoring, SOLID principles, code smell detection, complexity analysis.

TDD, property-based testing, test architecture, mutation testing, test data management.

Systematic debugging, root cause analysis, memory leaks, concurrency, postmortems.

Design patterns, data structures, algorithms, concurrency, functional and reactive patterns.

REST, GraphQL, gRPC API design, versioning, documentation, rate limiting, testing.

CI/CD pipelines, containerization, deployment strategies, monitoring, feature flags.

Schema design, query optimization, migrations, indexing, transaction management.

Technical writing, git workflow, code review checklists, incident response, on-call runbooks.

Problem discovery, customer research, opportunity assessment, assumption mapping.

Product vision, positioning, value proposition, business model, OKR definition.

RICE scoring, Kano analysis, cost-of-delay, roadmap design, trade-off evaluation.

PRDs, user story mapping, acceptance criteria, feature specs, edge case analysis.

Metrics frameworks, experiment design, funnel/cohort analysis, data storytelling.

Launch planning, go-to-market, beta programs, rollout strategy, readiness checklists.

Stakeholder mapping, executive summaries, decision logs, cross-functional alignment.

Product reviews, retrospectives, one-pagers, briefs, customer advisory boards.

Technical roadmaps, estimation, sprint planning, capacity planning, dependency mapping.

Code review standards, quality gates, review culture, constructive feedback patterns.

Mentoring plans, 1:1 templates, skill matrices, career ladders, onboarding programs.

RFC processes, technology evaluation, build-vs-buy, spike plans, decision matrices.

Development workflows, branching strategies, release management, incident processes.

Product partnership, design handoff, stakeholder communication, scope negotiation.

Coding standards, developer experience, tooling strategy, testing and monitoring.

Tech lead journal, team health checks, retrospectives, team charters, hiring.

STRIDE analysis, attack trees, trust boundaries, risk scoring. Grounded in NIST, MITRE ATT&CK.

Secure coding review, OWASP Top 10, authentication/authorization design, cryptography.

SAST, DAST, dependency scanning, penetration test scoping, API security review.

Cloud security posture, network segmentation, container/K8s security, zero-trust.

GDPR, SOC2, PCI-DSS compliance mapping, audit preparation, data classification.

IR planning, forensic analysis, containment, evidence preservation, postmortems.

SIEM rules, detection engineering, vulnerability management, threat intelligence.

Security champion programs, awareness training, red team exercises, bug bounty.

User research: personas, empathy maps, journey maps, interviews, usability testing, JTBD.

Design systems: tokens, components, accessibility, theming, documentation.

UX strategy: competitive analysis, design principles, experience mapping, alignment.

UI design: color systems, typography, layout grids, responsive design, data viz.

Interaction design: micro-animations, state machines, gestures, error handling, feedback.

Prototyping and testing: wireframes, usability heuristics, A/B test design.

Design operations: critique, handoff specs, sprint planning, team workflows.

Designer utilities: rationale, presentations, case studies, UX writing, adoption.

Test planning, risk-based testing, coverage analysis, test pyramid, strategy documentation. Grounded in ISTQB, ISO 25010.

Equivalence partitioning, boundary analysis, decision tables, state transitions, use case testing, error guessing.

Test automation frameworks, page object model, CI integration, flaky test management, automation ROI.

Load testing, stress testing, capacity planning, performance profiling, SLA validation.

API contract testing, integration testing, mock services, schema validation, API security testing.

Defect metrics, test effectiveness, quality dashboards, process improvement, release readiness.

WCAG compliance, screen reader testing, keyboard navigation, color contrast, ARIA validation.

Bug reports, test environment management, exploratory testing, regression strategy, QA process.

Cross-functional SDLC workflows: phase gates, definitions of ready/done, feature lifecycle, release checklists, incident-to-improvement, compliance traceability. Grounded in ISO/IEC 12207, 15288.

5-layer code analysis for efficient context usage

Cross-session learning and handoffs

Parallel task orchestration via waves

Development workflows with 10 specialized agents

Multi-instance team coordination