peopleforrester
@peopleforrester
Public Skills
spec-driven-development
by peopleforrester
Interview-first specification workflow for feature development. Guides through 8 question categories to build comprehensive specs before coding. Use when starting new features, planning complex changes, or establishing clear requirements before implementation.
django-security
by peopleforrester
Django security best practices. Covers CSRF, XSS, SQL injection prevention, authentication hardening, Content Security Policy, secrets management, and Django-specific security middleware configuration.
project-guidelines-example
by peopleforrester
Reference template for creating project-specific CLAUDE.md files. Shows how to structure project guidelines with stack info, commands, directory structure, code standards, and gotchas sections for optimal Claude usage.
springboot-patterns
by peopleforrester
Spring Boot 3.x best practices. Covers layered architecture, dependency injection, JPA/Hibernate patterns, REST controllers, configuration management, and production-ready features with Spring Actuator.
springboot-security
by peopleforrester
Spring Security 6.x best practices. Covers SecurityFilterChain, JWT auth, OAuth2, CORS, CSRF, method-level security, password encoding, and rate limiting for Spring Boot 3.x applications.
django-tdd
by peopleforrester
Test-driven development patterns for Django. Covers pytest-django setup, factory_boy factories, API testing with DRF, model testing, view testing, and integration test strategies with database transactions.
springboot-tdd
by peopleforrester
Test-driven development patterns for Spring Boot 3.x. Covers JUnit 5, MockMvc, Testcontainers, service mocking with Mockito, slice tests, integration tests, and test configuration management.
django-verification
by peopleforrester
Pre-deployment verification workflow for Django projects. Covers migration checks, security audit, performance profiling, dependency scanning, deployment readiness, and production configuration validation.
backend-patterns
by peopleforrester
Common backend development patterns for APIs, databases, caching, and service architecture. Language-agnostic principles with examples in Python, TypeScript, and Go.
continuous-learning-v2
by peopleforrester
Instinct-based learning system that observes development patterns via hooks and builds a knowledge base of reusable instincts with confidence scoring. Instincts evolve from observations into skills, commands, and agents.
iterative-retrieval
by peopleforrester
Progressive context refinement pattern for subagents. Solves the problem of agents not knowing what context they need until they start working. Uses a 4-phase loop: DISPATCH, EVALUATE, REFINE, LOOP.
golang-testing
by peopleforrester
Comprehensive Go testing patterns. Covers table-driven tests, httptest, testcontainers, benchmarks, fuzzing, and race detection.
eval-harness
by peopleforrester
Structured evaluation framework for measuring code quality across multiple dimensions. Provides repeatable, scored assessments with evidence-based ratings.
python-testing
by peopleforrester
Comprehensive Python testing patterns using pytest. Covers fixtures, parametrize, async testing, mocking, property-based testing, and coverage analysis.
django-patterns
by peopleforrester
Django 5.x best practices. Covers ORM optimization, class-based views, middleware, Django REST Framework, signals, and deployment patterns. Use when building Django applications or reviewing Django code.
nextjs-patterns
by peopleforrester
Next.js 15+ App Router best practices. Covers server components, data fetching, caching, middleware, and deployment patterns. Use when building Next.js applications or reviewing Next.js code.
strategic-compact
by peopleforrester
Context window optimization strategies for Claude Code. Covers token budgets, CLAUDE.md sizing, skill organization, tool selection, and techniques for maximizing productive output within context limits. Use when optimizing Claude Code configurations or managing large projects.
continuous-learning
by peopleforrester
Patterns for Claude Code to learn from project context and improve over time. Covers CLAUDE.md refinement, error pattern recognition, codebase conventions discovery, and feedback incorporation. Use to optimize Claude Code's effectiveness across sessions.
golang-patterns
by peopleforrester
Go 1.22+ best practices, patterns, and idioms. Covers error handling, concurrency, interfaces, generics, and standard library patterns. Use when writing Go code or reviewing Go patterns.
react-patterns
by peopleforrester
React 19+ best practices and patterns. Covers hooks, composition, server components, performance optimization, and state management. Use when building React components or reviewing React code.
python-patterns
by peopleforrester
Python 3.10+ best practices, patterns, and idioms. Covers type hints, async, dataclasses, protocols, and modern Python tooling. Use when writing Python code, reviewing Python patterns, or learning idiomatic Python.
rust-patterns
by peopleforrester
Rust best practices, patterns, and idioms. Covers ownership, error handling with Result/Option, traits, lifetimes, and async Rust. Use when writing Rust code or reviewing Rust patterns.
verification-loop
by peopleforrester
Pre-PR quality verification workflow. Runs build, type-check, lint, test, security scan, and coverage analysis in sequence. Stops on first failure and reports actionable fixes. Use before creating pull requests.
typescript-patterns
by peopleforrester
TypeScript 5.x best practices, patterns, and idioms. Covers strict mode, branded types, discriminated unions, utility types, and Zod validation. Use when writing TypeScript or reviewing TS patterns.
fastapi-patterns
by peopleforrester
FastAPI 0.110+ best practices. Covers dependency injection, async endpoints, Pydantic v2 validation, middleware, background tasks, and deployment patterns. Use when building FastAPI applications or reviewing FastAPI code.
readme-generator
by peopleforrester
Generate comprehensive README.md files for projects. Use when the user asks to create a README, document a project, or improve existing documentation. Creates well-structured READMEs following best practices.
api-designer
by peopleforrester
API design and documentation assistant for REST and GraphQL APIs. Use when designing new endpoints, reviewing API structure, or creating API documentation. Follows industry best practices for consistent, intuitive API design.
refactoring-guide
by peopleforrester
Safe refactoring patterns and techniques. Use when the user wants to improve code structure, reduce duplication, or make code more maintainable without changing behavior. Emphasizes incremental changes with test coverage.
code-reviewer
by peopleforrester
Systematic code review for pull requests and code changes. Use when the user asks for a code review, PR review, or wants feedback on code quality. Provides structured feedback on correctness, security, performance, and maintainability.
debugging-assistant
by peopleforrester
Systematic debugging approach for identifying and fixing bugs. Use when the user reports a bug, error, or unexpected behavior. Guides through methodical investigation rather than guessing at solutions.
performance-reviewer
by peopleforrester
Performance analysis and optimization. Use when reviewing code for performance issues, identifying bottlenecks, or optimizing slow operations. Covers frontend, backend, and database performance.
tdd-workflow
by peopleforrester
Test-driven development workflow for implementing new features and fixing bugs. Use when the user mentions TDD, "write tests first", "red-green-refactor", or when implementing features that need comprehensive test coverage.
security-auditor
by peopleforrester
Security review and vulnerability assessment. Use when reviewing code for security issues, auditing authentication/authorization, or checking for OWASP Top 10 vulnerabilities. Provides actionable security recommendations.
api-docs
by peopleforrester
Generate API documentation from code or specifications. Use when documenting REST APIs, library APIs, or generating reference documentation. Supports OpenAPI, JSDoc, and markdown formats.
accessibility-checker
by peopleforrester
Web accessibility review following WCAG guidelines. Use when auditing accessibility compliance, reviewing UI components, or ensuring inclusive design. Covers WCAG 2.1 Level AA requirements.
branch-strategy
by peopleforrester
Git branching strategies and workflows. Use when setting up a project's branching model, discussing Git workflow, or deciding between trunk-based and Git Flow approaches.
changelog-writer
by peopleforrester
Generate and maintain changelogs following Keep a Changelog and Conventional Commits standards. Use when releasing versions, documenting changes, or updating project history.
commit-helper
by peopleforrester
Write clear, conventional commit messages. Use when the user asks to commit changes, needs help with commit messages, or when following Conventional Commits specification is required.
pr-creator
by peopleforrester
Create well-structured pull request descriptions. Use when the user wants to create a PR, needs help with PR descriptions, or is preparing changes for review. Generates clear titles and comprehensive descriptions.