Deep Research Summaries
Reference material from AI workflow research. These are condensed summaries, not user documentation.
This directory contains structured summaries of research on Claude Code best practices, AI workflows, and development patterns. Each summary extracts key points, critical insights, and quick reference tables.
Summary Index
| # | Summary | Description |
|---|---|---|
| 01 | Agent Best Practices | Comprehensive guide to Claude Code agent configuration including CLAUDE.md setup, headless mode for CI/CD, subagent delegation patterns, prompt caching for 90% cost reduction, and hook-based automation for seamless workflow integration. |
| 02 | AI-Driven Development | Spec-driven development methodology where detailed specifications guide AI implementation, ensuring consistency and reducing ambiguity. Covers spec document structure, test-first approaches, version control for specs, and human-AI collaboration cycles. |
| 03 | AI Workflow Layers B-D | Progressive adoption framework spanning Layer B (individual productivity), Layer C (CI/CD automation), and Layer D (multi-system orchestration). Includes GitLab CI, Jira, GA4, and Telegram ChatOps integration patterns with implementation timelines. |
| 04 | Laravel PR Review Agents | Implementation guide for Claude-powered PR review in Laravel projects covering CLAUDE.md templates, diff-aware reviews, multi-perspective audits, structured JSON output, and security-focused checks for SQL injection, XSS, and mass assignment. |
| 05 | jaan.to Gap Analysis | Assessment of current Claude Code practices versus optimal usage, identifying gaps in configuration (CLAUDE.md), workflow (subagents), token efficiency (caching), documentation, integration (CI/CD), and security (permissions). |
| 06 | Claude Code Best Practices | Core configuration guide covering CLAUDE.md structure, custom commands with frontmatter, MCP server setup, tool restrictions, extended thinking keywords, hooks system, and session management strategies. |
| 07 | Documentation Best Practices | Standards for AI-friendly documentation including README essentials, API documentation, code comment strategy (why not what), Architecture Decision Records, and inline documentation patterns. |
| 08 | Claude Optimization | Token efficiency techniques covering MCP tool overhead (55K-134K tokens), subagent context isolation (37% reduction), model routing (3x savings), prompt caching (90% reduction), and extended thinking budget allocation. |
| 09 | PR Review Practices | Best practices for AI code review including diff-focused analysis, structured JSON output, severity levels, confidence thresholds (>=0.8), two-pass filtering architecture (40-60% false positive reduction), and rate limiting. |
| 10 | Quick Wins Roadmap | Three-phase implementation timeline with role-specific quick wins for backend (test generation, rollout plans), frontend (component planning, a11y), and product (story refinement, analytics) teams. |
| 11 | Claude Workflow | Operational workflow covering interactive vs headless modes, session management, task delegation patterns, tool selection hierarchy (specialized over bash), multi-file operations, and context hygiene practices. |
| 12 | React NX Monorepo 2025 | Modern React architecture comparing NX vs Turborepo (NX 7x faster), Vite vs Webpack (Vite 5-6x faster but MF immature), Module Federation 2.0, TanStack Query adoption, and React 19 migration considerations. |
| 13 | PR Review Agent Base | Foundation architecture for PR review agents covering GitHub Actions workflow, diff processing, prompt structure, output parsing, comment posting via GitHub Review API, confidence filtering, and error handling. |
| 14 | Laravel PR Blueprint | Complete 1-2 day implementation blueprint for Laravel 10 PR review including three architecture options (single-pass, multi-agent, two-pass), CLAUDE.md templates, security checks, GitHub Actions workflow, and cost estimation. |
| 15 | Quick Wins Adoption | Detailed quick win specifications by phase and role with triggers, inputs/outputs, implementation time, prerequisites, risks, and human-in-the-loop requirements for Layers B, C, and D. |
| 16 | React Monorepo 2025 | State-of-the-art React monorepo guidance covering tool selection (NX, Vite, Webpack), state management split (TanStack Query + Redux), React 19 timing (Q2-Q3 2026), TypeScript 5.8 benefits, and pnpm adoption. |
| 17 | Twelve-Factor App | Cloud-native application principles from codebase management to admin processes, with modern implementations using containers, Kubernetes, and CI/CD. Includes beyond-twelve-factor extensions (API First, Telemetry, Auth). |
| 18 | Token Optimization | Cost optimization mastery covering MCP tool overhead (85% reduction via deferral), subagent isolation (37% savings), model routing (3x), prompt caching (90%), and typical reduction from $6/day to $2-3/day. |
| 19 | Claude Code Hooks Best Practices | Comprehensive hooks guide covering 8 lifecycle events (PreToolUse, PostToolUse, etc.), JSON payload structures, exit codes, matchers, security best practices, real-world examples (auto-format, lint, git backup), and hooks vs MCP comparison. |
| 20 | Heatmap Analysis for Product & UX | Complete heatmap analysis guide covering all types (click, scroll, movement, attention), behavioral signals (rage clicks, dead clicks, thrashing), CRO integration, tool comparison (Hotjar, Clarity, FullStory), data formats, statistical testing, and AI/Vision automation for analysis. |
| 21 | Claude Vision + CSV Heatmap Analysis | Multimodal heatmap analysis using Claude Vision with CSV data. Covers token calculation ((w×h)/750), 85-95% confidence with cross-reference, Batch API 50% savings, text linearization patterns, 4-stage preprocessing pipeline, tool export schemas, temporal analysis, skill architecture, and severity prioritization frameworks. |
| 22 | Microsoft Clarity API & MCP Integration | Complete guide to Microsoft Clarity integration for Claude Code skills. Covers official MCP server (@microsoft/clarity-mcp-server), Data Export API (10 req/day limit), cookie-based session URL extraction workaround, JavaScript SDK (identify, set, event, consent), Smart Events, Oct 2025 consent mandate, and hybrid skill architecture patterns. |
| 23 | Claude Code Plugin Best Practices & Standards | Quick-reference standards for configuration hierarchy, permission patterns, skill naming (/ROLE-DOMAIN:ACTION), hook exit codes, gate hierarchy, secrets protection, and MCP restrictions. |
| 24 | Claude Code Planning: Architecture & Enterprise Integration | Plan Mode architecture, 30-minute rule, enterprise configuration hierarchy, hooks system, human-in-the-loop gates, checkpoint/resume strategies, monorepo patterns, and anti-patterns. |
| 25 | Building Enterprise-Grade Claude Code Plugin Packs | Plugin development guide covering structure, 3-layer configuration, command naming, safety boundaries, MCP integration (Jira, GitLab, Figma), PRD workflow, and distribution. |
| 26 | AI-Assisted Product Operations: 60 Highest-Leverage Tasks | 60 AI-ready tasks across 6 roles (PM, Engineering, UX, QA, SEO, Data) with inputs, outputs, metrics, AI suitability scores, skill commands, and 5 end-to-end workflows. |
| 27 | MCP Servers by Role: Complete Guide with Pricing | MCP server recommendations for 6 product roles (PM, Engineering, UX, QA, SEO, Data) with pricing tiers (free/freemium/paid), setup complexity, recommended context, and implementation priorities for teams of different sizes. |
| 28 | Claude Code Plugins Enterprise Best Practices | Comprehensive guide for large enterprise teams (200+ developers) on designing, distributing, and governing Claude Code plugins. Covers plugin architecture, modularization, installation scopes, internal marketplace distribution, versioning, advanced integrations (MCP, hooks, LSP, subagents), and organizational governance. |
| 29 | Create Plugins | Official guide for creating Claude Code plugins with skills, agents, hooks, and MCP servers. Covers standalone vs plugin configuration, quickstart, plugin structure (commands, agents, skills, hooks, MCP, LSP), migration from .claude/ directory, and sharing via marketplaces. |
| 30 | Plugins Reference | Complete technical reference for the Claude Code plugin system. Covers component schemas (skills, agents, hooks, MCP, LSP), plugin manifest schema, installation scopes (user/project/local/managed), caching/file resolution, CLI commands, debugging tools, and semantic version management. |
| 31 | Discover and Install Plugins | Guide for finding and installing Claude Code plugins from marketplaces. Covers official Anthropic marketplace, code intelligence (LSP) plugins for 11 languages, external integrations (GitHub, Jira, Figma, Slack, Sentry), marketplace management, auto-updates, and team configuration. |
| 32 | Common Workflows | Step-by-step guides for everyday Claude Code tasks: exploring codebases, fixing bugs, refactoring, writing tests, creating PRs, using subagents, Plan Mode, extended thinking, session management, git worktrees for parallel sessions, unix-style piping, and output format control. |
| 33 | Best Practices for Claude Code | Official tips for environment configuration, effective communication, session management, automation and scaling, and avoiding common failure patterns. Covers CLAUDE.md best practices, subagent delegation, headless mode, and fan-out patterns. |
| 34 | Extend Claude with Skills | Official guide for creating, managing, and sharing SKILL.md files with YAML frontmatter, supporting files, invocation control, subagent execution, dynamic context injection, and visual output generation. |
| 35 | Output Styles | Official guide for adapting Claude Code beyond software engineering through system prompt modification. Built-in styles (Default, Explanatory, Learning) and custom style creation with frontmatter. |
| 36 | Get Started with Hooks | Official quickstart for hooks: auto-formatting, logging, notifications, file protection. Step-by-step setup with PreToolUse, PostToolUse, and Notification examples. |
| 37 | Connect Claude Code to Tools via MCP | Official MCP guide: HTTP/SSE/stdio server installation, OAuth authentication, resources, Tool Search, plugin MCP servers, installation scopes, managed configuration, and Claude Code as MCP server. |
| 38 | Create Custom Subagents | Official guide for specialized AI subagents with custom prompts, tool restrictions, permission modes, hooks, skills preloading, foreground/background execution, and built-in agents (Explore, Plan, general-purpose). |
| 39 | Hooks Reference | Official technical reference: all 12 lifecycle events, input/output JSON schemas, exit codes, PreToolUse/PermissionRequest/PostToolUse/Stop decision control, prompt-based hooks, plugin hooks, and security. |
| 40 | Claude Code Settings | Official configuration reference: 4-tier scope hierarchy (Managed/User/Project/Local), permissions system, 70+ environment variables, sandbox config, attribution, plugin config, and Bash tool behavior. |
| 41 | Checkpointing | Official guide for automatic edit tracking and rewind system. Checkpoint creation, three restore options (conversation/code/both), limitations (bash/external changes not tracked), and version control complement. |
| 42 | Interactive Mode | Official reference for keyboard shortcuts, input modes (multiline, vim, bash), 30+ built-in commands, background tasks, task list management, PR review status, and command history with reverse search. |
| 43 | CLI Reference | Official complete CLI reference: commands, 40+ flags, system prompt customization (replace/append), --agents JSON format, output formats (text/json/stream-json), and session management options. |
| 44 | Product Role Details Research — PM, UX & Engineering Skills | Comprehensive research on product team role capabilities covering PM discovery/strategy/PRDs, UX journeys/IA/wireframes/accessibility, and Engineering architecture/APIs/CI-CD/observability. |
| 45 | PM User Research Synthesis: Implementation Guide | Data organization, pain prioritization, and quote banking with practical templates. Covers nugget-based architecture, Frequency×Severity scoring, AI transcript tools, validation methods, and affinity mapping workshops. 60+ sources from 2025 research. |
| 46 | Production-Ready PM Story-Write Skill | Complete framework for writing user stories with Given/When/Then acceptance criteria. Combines Scrum + Shape Up approaches with 8-section template structure, 6 splitting patterns, 10 edge case categories, INVEST quality gates, Jira/Linear integration schemas, and AI prompt patterns. (file not available) |
| 47 | UX Research Synthesis Framework | Production-ready synthesis methodology covering thematic analysis (Braun & Clarke), quote management, prioritization frameworks (Nielsen severity, Impact×Effort), bias mitigation, multi-audience reporting, AI-assisted workflows with human validation, and quality gates with traceability. |
| 48 | Building a Production-Ready Documentation Generation Framework | Technical guide for implementing automated documentation generation across PHP/Laravel, TypeScript/React, and Docusaurus. Covers Scramble + openapi-typescript + Docusaurus pipeline, OpenAPI as single source of truth, code-first generation, CI/CD quality gates, README/API/Component/Runbook/ADR documentation tiers, and validation automation. |
| 49 | Acceptance Criteria Best Practices | Production-ready research on transforming PRDs into testable, actionable acceptance criteria with industry standards (IEEE, ISTQB, IIBA), BDD/Gherkin format specifications, edge case heuristics (SFDPOT), AI guardrails for LLM-generated AC, and analytics event requirements for core funnels. |
| 50 | QA Test Case Generation Best Practices | Comprehensive standards-based framework for transforming acceptance criteria into test cases using BDD/Gherkin as primary format. Covers ISTQB/IEEE 829 specifications, boundary value analysis, equivalence partitioning, five priority edge case categories (empty/null, boundaries, errors, concurrency, state transitions), and AI failure mode mitigation patterns. |
| 51 | Frontend Task Breakdown: Complete Framework | Systematic framework for transforming UX handoffs into production-ready task breakdowns. Covers PMI WBS principles, Component-Driven Development, Atomic Design taxonomy, React 18/Next.js 14 patterns, 50+ item coverage checklist (accessibility, performance, SEO, testing), state machine definitions, implicit work identification, and AI failure mode mitigations. |
| 52 | Backend Task Breakdown Skill: Complete Research Guide | Comprehensive methodology for transforming PRDs into Laravel/PHP backend tasks. Covers industry standards (IEEE, SAFe, Shape Up), INVEST criteria adaptation, vertical slicing vs horizontal layers, Laravel task types (migrations, models, controllers, jobs, actions), data model annotations, idempotency patterns, error taxonomy, T-shirt sizing, dependency management, quality validation, and AI guardrails. |
| 53 | Building a Production-Ready PR/MR Code Review Skill | Complete technical foundation for GitLab-primary PR review automation targeting PHP/Laravel and TypeScript/React. Covers SmartBear effectiveness thresholds, risk-based file prioritization, Conventional Comments specification, security pattern detection (SQL injection, XSS, N+1 queries), secrets detection with entropy analysis, SARIF output format, LLM integration patterns with validation guardrails, and Dangerfile configurations. |
| 54 | WordPress Plugin Development: Complete Role-Based Skills Guide | Comprehensive WordPress plugin development guide covering 7+ role domains — PM (idea validation, monetization, specs), Engineering (architecture, scaffolding, data storage, hooks, Settings API, WP-Cron), Admin UX (WP-Admin patterns), Integrations (REST/AJAX/External), Security/Privacy/Compliance, QA/Compatibility, and Release/Distribution (WordPress.org packaging). Each section includes skill commands with detailed implementation guidance. |
| 55 | Handle Approvals and User Input | Official Claude Agent SDK guide for surfacing tool approval requests and clarifying questions to users via canUseTool callback and AskUserQuestion tool, with Python/TypeScript examples for allow/deny/modify responses and multi-choice question handling. |
| 56 | UX Microcopy Writing Skill | Production-ready skill for generating complete microcopy packs (labels, helper text, errors, toasts, confirmations, empty states) across seven languages with Persian (فارسی) as primary focus. Covers industry frameworks, formality systems, text expansion rates, RTL handling, and cultural tone expectations. |
| 57 | Claude Code Plugin Patterns & Standards | Analysis of 13 official Claude Code plugins revealing highly consistent ecosystem patterns for structure, configuration, naming, and implementation. Covers auto-discovery, manifest standards, progressive disclosure, Python/Bash standards, security best practices, and quality checklists. |
| 58 | WordPress Analytics Plugin Development | Complete best practices guide addressing critical gaps in WordPress plugin documentation—privacy-compliant tracking architectures, high-performance database patterns, competitor architecture analysis (WP Statistics, Koko Analytics, Independent Analytics), JavaScript beacon tracking, and dashboard implementation. |
| 59 | OpenAPI 3.1 Contract Generator | Production-ready OpenAPI 3.1 contract generation covering schema design (flat $ref, polymorphism, null handling), RFC 9457 error responses, example generation, versioning/deprecation, AI guardrails (Spectral + Redocly), overlay enrichment, reference specs (GitHub, Stripe, Zalando), and validation tooling stack. 40+ sources. |
| 60 | AI Data Modeling Skill Research | Comprehensive research on bridging natural language to production-ready DDL across PostgreSQL, MySQL, MongoDB, DynamoDB, and edge SQLite. Covers NLP constraint extraction heuristics, zero-downtime migration patterns (CONCURRENTLY, INSTANT/INPLACE/COPY, expand-contract), composite index ordering algorithms (ESR rule), multi-tenant isolation with RLS, schema evolution compatibility rules, soft delete/GDPR patterns, and a quality validation checklist with scoring rubric. |
| 61 | Repo-Analysis Output & Content Detection Standards | Standards for audit report output schemas synthesizing SARIF, CycloneDX, MADR, and Diátaxis, plus writing system detection methodology covering voice/tone analysis (NNg 4-dimension + 5 extended), terminology extraction (ISO 704/C-value), 8 UI copy categories with detection heuristics, error message quality scoring rubric, plain language readability targets, and i18n maturity assessment (0-5 scale with glob patterns for 13 frameworks). |
| 62 | Claude Code Token Optimization at Scale | Scaling 141 skills + 24 MCP connectors within 200K-token context window. Covers progressive disclosure (~40 tokens/skill), MCP Tool Search (85% reduction), CLAUDE.md trigger tables (54-62% savings), hook strategies, skill tiering (disable-model-invocation, context:fork), subagent isolation, concrete token budget achieving ~73% available context, and anti-patterns to avoid. |
| 63 | Production-Ready Code Scaffolds | Comprehensive blueprint for production-ready code scaffolds across Node.js/Fastify, PHP/Laravel/Symfony, Go, and React 19/Next.js 15/TailwindCSS v4. Covers feature-based project structure, Zod type providers, Prisma patterns, Sanctum auth, sqlc codegen, Server Components, state management (TanStack Query + Zustand + nuqs), OpenAPI-first development, SSE/WebSocket patterns, and scaffold engineering anti-patterns. |
| 64 | UX Flowchart Generation Skill | Complete skill blueprint for /ux-flowchart-generate covering Mermaid diagram generation constrained by UX standards and GitHub limits (v11.4.1, 50K chars, 500 edges), evidence mapping that traces every node to PRD sections and code symbols with NASA-adapted 4-level confidence scoring, diff engine for staleness detection, canonical output spec, quality gates (machine + human), and failure mode mitigations. 40+ sources. |
| 65 | UX Flowchart Generate Skill Spec | Complete skill specification for /ux-flowchart-generate — Mermaid flowchart generation from PRDs/docs/codebases with 7-phase execution pipeline, evidence maps tracing nodes to sources, 4-level confidence scoring, structured unknowns lists, diff-based update mode, strict node/edge conventions, quality gates (17 machine-checkable + 5 human-review), splitting rules, and GitHub rendering constraints (v11.4.1, <40K chars, Dagre-only). |
| 66 | Changelog Create/Update Skill — Research Summary | Standards-based research covering Keep a Changelog format, SemVer 2.0.0 rules, Conventional Commits parsing, git annotated tags, GitHub/GitLab MCP release integration, and a 5-stage commit analysis pipeline for auto-generating human-readable changelog entries. Includes skill design recommendations for 6 scenarios (create, auto-generate, release, manual add, full pipeline, retroactive). |
| 67 | WordPress Plugin PR Review Skill — Research Foundation | Complete research for building a Claude Code SKILL.md-driven WordPress plugin PR review covering WPCS standards, OWASP-mapped security patterns, real-world CVEs (2024–2025), performance anti-patterns, add-on ecosystem patterns (wp-slimstat), tooling (PHPCS, PHPStan, Plugin Check), backward compatibility matrices, severity classification, and 5-phase review workflow architecture. |
| 68 | Full-Lifecycle App Development Workflow | Comprehensive research on SDLC standards, CI/CD pipelines, Git workflows, deployment strategies (blue-green, canary, feature flags), DORA/SPACE metrics, DevSecOps (SAST/DAST pipeline placement), blameless postmortems (Google SRE), conventional commits, tech detection tables (Node/Python/Go/Rust/PHP), code ownership (CODEOWNERS), technical debt management (Kaplan-Moss), observability (SLO/SLI/SLA), and team collaboration patterns. 100+ sources across 7 agents. |
| 69 | Scaffold-to-Project Assembly Automation | Monorepo patterns (Turborepo, pnpm workspaces), entry point generation, provider wiring (auth, theme, state), config file inheritance (tsconfig.json, package.json), bundled file splitting, .env schema validation (@t3-oss/env-nextjs, Zod), Next.js App Router server/client boundaries, and bootstrapping workflows for Node.js/TypeScript + Fastify + Next.js stacks. 100+ sources. |
| 70 | Backend Service Implementation Generation | Spec-to-code pipeline: OpenAPI-to-types-to-ORM-to-service-layer generation, Prisma type-safe queries with repository patterns, RFC 9457 error handling, Zod/TypeBox validation, cursor-based pagination, JWT lifecycle (jose), interactive transactions, idempotency keys, service architecture patterns, and multi-stack comparison (Fastify/Prisma, tRPC/Drizzle, Laravel/Eloquent, Go/GORM). 100+ sources. |
| 71 | BDD/Gherkin to Runnable Test Code Generation | playwright-bdd for E2E spec generation from Gherkin, jest-cucumber step binding patterns adapted for Vitest, tag-based routing (@smoke→unit, @e2e→Playwright), test data factories (Fishery, @anatine/zod-mock), MSW mock handlers from OpenAPI specs, Vitest workspaces for parallel execution, Playwright projects for cross-browser E2E, and CI-friendly sharded test distribution. 100+ sources. |
| 72 | Secure Backend Scaffold Hardening | JWT verification with jose (algorithm whitelisting, constant-time comparison, JWKS rotation), httpOnly/Secure/SameSite cookies via @fastify/secure-session, rate limiting (@fastify/rate-limit), CSRF protection (@fastify/csrf-protection), CSP headers (@fastify/helmet), input sanitization beyond schema validation, OWASP Top 10 (2021) mapping to Fastify plugin defaults, and secure-by-default scaffold patterns. 100+ sources. |
| 73 | SARIF Security Remediation Automation | SARIF 2.1.0 schema for remediation (fix objects, artifactChange, replacements), CWE-to-fix pattern databases, tool-specific remediation (CodeQL dataflow fixes, Semgrep autofix, Snyk dependency upgrades, OWASP CVE remediation), AST-aware code transformation, regression test generation (property-based, attack-replay, negative tests), and CI security gate tuning (severity/confidence matrices, baseline diffing). 100+ sources. |
| 74 | CI/CD Infrastructure Scaffold Generation | GitHub Actions reusable workflows and composite actions, path-filtered matrix builds for monorepos, dependency caching (pnpm store, Next.js cache, Docker layers), multi-stage Docker builds (3-4 stage deps→build→runtime, Alpine/distroless), docker-compose orchestration with healthchecks and profiles, .env hierarchy with typed schemas (zod/envalid), deployment platform configs (Vercel, Railway, Fly.io), and database migration automation in CI. 100+ sources. |
| 75 | Aggressive Token Optimization | Reference extraction patterns for reducing per-skill SKILL.md sizes by 25-60%, extracting tables/checklists/templates to docs/extending/*-reference.md files, validate-skills.sh line count enforcement (hard cap 600, soft cap 500), bootstrap compact mode, and four-layer token architecture. |
| 76 | TDD/BDD/AI Orchestration | Three-agent TDD cycle, BDD/Gherkin as spec interface, double-loop TDD (outer BDD acceptance + inner component TDD), spec validation gates, mutation testing integration (StrykerJS, Infection, go-mutesting, mutmut), hierarchical-pipeline architecture, automated quality gates, and ISO 25010/DORA standards mapping. |
| 77 | QA Issue Validation Best Practices | CTQRS 17-point quality scoring, layered codebase analysis (7-layer search strategy), COCA 2-phase RCA with 5 Whys, reproduction scenario design, semantic duplicate detection, OWASP 2025 prompt injection defense, untrusted input threat scanning, roadmap sanitization, and LLM security guardrails for automated triage. ~60 sources. |
| 78 | Security hardening Jaan.to against prompt injection and sandbox escape | Blocklist bypass taxonomy, MCP attack surface, TOCTOU path validation, kernel sandboxing, YAML hardening |
| 79 | Jaan.to Security Guardrails Blueprint | Defense-in-depth architecture, skill guardrails standard, prompt injection playbook, 90-day MVP |
| 80 | Building skill discovery across AI coding tools | Claude Code/Codex/Cursor integration surfaces, hooks & session parsing, event schemas, PrefixSpan mining, scoring rubrics, local-first MVP architecture |
| 81 | Storybook + shadcn/ui + Claude Code Setup Guide | Practical setup guide for Storybook 9 + shadcn/ui + Claude Code with 3 MCP servers (shadcn, Storybook addon-mcp, Playwright), CLAUDE.md conventions, custom slash commands (/new-component, /fix-ui, /design-review), and visual verification workflows for controllable AI-driven UI development. |
| 82 | AI-driven UI Development: MCP Foundation & Architecture | Strategic architecture for MCP-powered UI development: 4-server MCP foundation (shadcn, Storybook, Playwright, Figma), CLAUDE.md progressive disclosure, Skills-vs-MCP philosophy, Storybook 9 autonomous correction loop, CVA component patterns, token budget management (20k MCP target), multi-agent orchestration, visual verification with Chromatic, and 10 anti-patterns to avoid. |
| 83 | Integrating Postman and OpenAPI into the jaan-to AI workflow | OpenAPI specs as AI-readable contracts, Postman for interactive testing, MCP server configuration (Postman + OpenAPI + REST API), code generation with Orval/openapi-typescript, MSW mocking for Storybook, contract testing with Spectral/Schemathesis, jaan-to Skills/hooks/slash commands for API-first pipeline. |
| 84 | Swagger tooling for AI-driven development with Claude Code | Scalar vs Swagger UI for API docs rendering, VS Code extensions replacing Swagger Editor, Orval/@hey-api vs Swagger Codegen for TypeScript, SwaggerHub/Redocly/Bump.sh platform comparison, MCP server availability, jaan-to integration with Skills/hooks/slash commands, Storybook 9 API docs embedding. |
| 85 | Converting jaan-to into a CLI-first SaaS | Pull-based agent architecture, OPA-style policy bundles, Sigstore-signed skill packages, OS-level sandboxing (Landlock/Seatbelt), skill.yaml manifest spec, 7-layer security threat model, secrets management, telemetry privacy, benchmarking scorecard, 4-phase migration plan (~6-9 months). |
| 86 | WordPress Plugin Testing: Best Practices & Standards | Full WP plugin testing stack: PHPUnit + Brain Monkey unit tests, WP_UnitTestCase integration, Playwright E2E with @wordpress/e2e-test-utils, Jest + @wordpress/jest-preset-default for blocks, GitHub Actions CI/CD matrix (PHP 7.4–8.3 × WP 6.4–trunk), pcov/Xdebug coverage, k6 performance testing, analytics-specific gaps (sendBeacon, consent gates, fingerprinting, geolocation). |
| 87 | Optimizing E2E QA Automation Performance Across Tech Stacks | Cross-stack QA optimization: parallel execution (Vitest threads, Playwright sharding, ParaTest, Go t.Parallel(), pytest-xdist), storageState auth, Playwright vs Cypress benchmarks (42% faster), mutation testing efficiency (StrykerJS incremental, Infection git-diff, AI survivor targeting), CI/CD pipeline design (dependency caching, fail-fast, monorepo orchestration), coverage tool performance (V8 30× faster than Istanbul, PCOV 2.8× faster than Xdebug), multi-stack coordination (Nx, Turborepo, Bazel, Pants). |
Quick Topic Finder
Claude Code Setup & Configuration
- 01-agent-best-practices.md
- 06-claude-code-best-practices.md
- 11-claude-workflow.md
- 19-ai-workflow-claude-code-hooks-best-practices.md
- 23-ai-workflow-claude-code-plugin-standards.md
- 24-ai-workflow-claude-code-planning-enterprise.md
- 25-ai-workflow-enterprise-plugin-packs.md
- 27-mcp-servers-by-role-pricing.md
- 28-ai-workflow-claude-code-plugins-enterprise.md
- 29-ai-workflow-claude-code-create-plugins.md
- 30-ai-workflow-claude-code-plugins-reference.md
- 31-ai-workflow-claude-code-discover-plugins.md
- 33-ai-workflow-claude-code-best-practices-official.md
- 34-ai-workflow-claude-code-skills-official.md
- 35-ai-workflow-claude-code-output-styles.md
- 36-ai-workflow-claude-code-hooks-guide-official.md
- 37-ai-workflow-claude-code-mcp-official.md
- 38-ai-workflow-claude-code-subagents-official.md
- 39-ai-workflow-claude-code-hooks-reference-official.md
- 40-ai-workflow-claude-code-settings-official.md
- 41-ai-workflow-claude-code-checkpointing.md
- 42-ai-workflow-claude-code-interactive-mode.md
- 43-ai-workflow-claude-code-cli-reference.md
- 55-ai-workflow-claude-code-user-input.md
- 57-ai-workflow-claude-code-plugin-patterns-best-practices-standards.md
AI-Powered Workflows
- 02-ai-dev-maintenance.md
- 03-ai-workflow-layers.md
- 10-quick-wins-roadmap.md
- 15-quick-wins-adoption.md
- 26-ai-workflow-product-operations-60-tasks.md
- 32-ai-workflow-claude-code-common-workflows.md
- 44-pm-role-details-research-pm-ux-engineering.md
- 45-pm-insights-synthesis.md
- 49-pm-acceptance-criteria.md - Acceptance criteria standards & AI guardrails
- 50-qa-test-cases.md - Test case generation methodologies & BDD
- 76-tdd-bdd-ai-orchestration.md - TDD/BDD/AI orchestration: mutation testing, quality gates, ISO 25010/DORA
- 77-qa-issue-validation-best-practices.md - Issue validation: CTQRS scoring, RCA, threat scanning, LLM guardrails
- 51-frontend-task-breakdown.md - Frontend task breakdown framework & coverage checklist
- 52-backend-task-breakdown.md - Backend task breakdown for Laravel/PHP with INVEST criteria
- 53-dev-pr-review.md - PR review automation with risk scoring & security patterns
- 61-detect-pack.md - Repo-analysis output schemas & writing system detection standards
- 80-building-skill-discovery-across-ai-coding-tools.md - Skill discovery: Claude Code/Codex/Cursor hooks, event schemas, PrefixSpan mining, local-first MVP
- 81-storybook-shadcn-claude-code-guide.md - Storybook 9 + shadcn/ui + Claude Code setup with 3 MCP servers & visual verification
- 82-the-mcp-foundation-four-servers-one-coherent-context-layer.md - MCP foundation architecture: 4 servers, token budgets, Skills-vs-MCP, autonomous correction loops
Security
- 78-jaanto-security-guardrails-prompt-injection.md - Prompt injection defense: blocklist bypass, MCP attack surface, TOCTOU, sandboxing
- 79-jaanto-security-guardrails-blueprint.md - Security guardrails blueprint: defense-in-depth, skill guardrails standard, 90-day MVP
- 85-cli-firs-saas-architecture-security-migration.md - CLI-first SaaS: agent architecture, Sigstore signing, OS sandboxing, 7-layer threat model, migration plan
PR Review Automation
- 04-laravel-pr-agents.md
- 09-pr-review-practices.md
- 13-pr-review-agent-base.md
- 14-laravel-pr-blueprint.md
- 67-wp-pr-review.md - WordPress plugin PR review skill: WPCS, OWASP, CVEs, performance, add-on ecosystem
Token & Cost Optimization
- 08-claude-optimization.md
- 18-token-optimization.md
- 62-ai-workflow-claude-code-token-optimization.md
- 75-token-optimization-aggressive-safe.md - Aggressive reference extraction & per-skill line count enforcement
Tech Stack Best Practices
- 12-react-nx-monorepo.md
- 16-react-monorepo-2025.md
- 54-roles-wp-details.md - WordPress plugin development skills across 7+ roles
- 58-role-wp-dev.md - WordPress analytics plugin development with privacy compliance & performance patterns
- 67-wp-pr-review.md - WordPress plugin PR review: security, standards, backward compatibility, tooling
- 63-dev-scaffolds.md - Production-ready scaffolds for Node.js, PHP, Go, React 19 & scaffold engineering standards
- 68-dev-fullcycle-app-development-workflow.md - Full-lifecycle dev workflow: SDLC, CI/CD, DORA/SPACE, DevSecOps, deployment strategies, conventional commits
- 69-dev-scaffold-project-assembly-automation.md - Scaffold assembly: monorepo patterns, provider wiring, config inheritance, .env validation
- 70-dev-backend-service-implementation-generation.md - Spec-to-code: Prisma queries, RFC 9457 errors, pagination, transactions, idempotency
- 71-qa-bdd-gherkin-test-code-generation.md - BDD-to-test: playwright-bdd, Vitest, tag routing, MSW mocks, test factories
- 86-wordpress-plugin-testing-guide.md - WordPress plugin testing: PHPUnit + Brain Monkey, Playwright E2E, Jest blocks, CI/CD matrix, k6 perf, analytics gaps
- 87-qa-e2e-performance-optimization.md - Cross-stack QA optimization: parallelization, sharding, mutation efficiency, CI caching, coverage tools, multi-stack coordination
- 72-dev-secure-backend-scaffold-hardening.md - Secure scaffolds: jose JWT, httpOnly cookies, CSRF, rate limiting, OWASP Top 10
- 73-dev-sarif-security-remediation-automation.md - SARIF remediation: CWE mapping, CodeQL/Semgrep/Snyk fixes, regression tests, CI gates
- 74-dev-cicd-infra-scaffold-generation.md - CI/CD scaffolds: GitHub Actions, Docker multi-stage, docker-compose, deployment configs
- 81-storybook-shadcn-claude-code-guide.md - Storybook 9 + shadcn/ui + Claude Code: MCP setup, slash commands, visual verification
- 82-the-mcp-foundation-four-servers-one-coherent-context-layer.md - shadcn/ui CVA patterns, Storybook Component Manifest, TweakCN theming, Chromatic regression
- 83-integrating-postman-openapi.md - OpenAPI specs as AI contracts, Postman MCP, Orval code gen, MSW mocking, Spectral/Schemathesis
- 84-swagger-tooling-ai-driven-development.md - Scalar vs Swagger UI, VS Code extensions, Orval/@hey-api, platform comparison, Storybook embedding
Documentation & Architecture
- 05-ai-os-gap-analysis.md
- 07-documentation-practices.md
- 17-twelve-factor-app.md
- 48-dev-docs-generate.md
- 59-backend-api-contract.md - OpenAPI 3.1 contract generation with validation tooling & AI guardrails
- 83-integrating-postman-openapi.md - OpenAPI + Postman + MCP integration for API-first development pipeline
- 84-swagger-tooling-ai-driven-development.md - Swagger tool landscape: Scalar, VS Code extensions, TypeScript code generators
- 85-cli-firs-saas-architecture-security-migration.md - CLI-first SaaS architecture: control-plane patterns, skill registry, OPA policies, benchmarking
- 60-backend-data-model.md - AI data modeling: NLP→DDL, migrations, indexing, multi-tenancy, schema evolution
- 66-release-iterate-changelog.md - Changelog & release skill: Keep a Changelog, SemVer, Conventional Commits, git tags, MCP releases
UX & Product Analytics
- 20-ux-heatmap-analysis.md
- 21-ai-workflow-claude-vision-csv-heatmap-analysis.md
- 22-data-microsoft-clarity.md
- 47-ux-research-synthesize.md
- 56-ux-microcopy-write.md
- 64-ux-flowchart-generate.md
- 65-ux-flowchart-generate-skill.md
Related Resources
- Consolidated Document: CONSOLIDATED.md - All key points merged without duplication (not yet available)