rewrite ruby to python

plugins/compound-engineering/README.md

@@ -7,15 +7,15 @@ AI-powered development tools that get smarter with every use. Make each unit of
 | Component | Count |
 |-----------|-------|
 | Agents | 27 |
-| Commands | 20 |
-| Skills | 14 |
+| Commands | 24 |
+| Skills | 15 |
 | MCP Servers | 1 |
 
 ## Agents
 
 Agents are organized into categories for easier discovery.
 
-### Review (14)
+### Review (13)
 
 | Agent | Description |
 |-------|-------------|
@@ -25,22 +25,22 @@ Agents are organized into categories for easier discovery.
 | `data-integrity-guardian` | Database migrations and data integrity |
 | `data-migration-expert` | Validate ID mappings match production, check for swapped values |
 | `deployment-verification-agent` | Create Go/No-Go deployment checklists for risky data changes |
-| `dhh-rails-reviewer` | Rails review from DHH's perspective |
-| `kieran-rails-reviewer` | Rails code review with strict conventions |
-| `kieran-python-reviewer` | Python code review with strict conventions |
+| `kieran-python-reviewer` | Python/FastAPI code review with strict conventions |
 | `kieran-typescript-reviewer` | TypeScript code review with strict conventions |
+| `tiangolo-fastapi-reviewer` | FastAPI review from Sebastián Ramírez's perspective |
 | `pattern-recognition-specialist` | Analyze code for patterns and anti-patterns |
 | `performance-oracle` | Performance analysis and optimization |
 | `security-sentinel` | Security audits and vulnerability assessments |
 | `julik-frontend-races-reviewer` | Review JavaScript/Stimulus code for race conditions |
 
-### Research (4)
+### Research (5)
 
 | Agent | Description |
 |-------|-------------|
 | `best-practices-researcher` | Gather external best practices and examples |
 | `framework-docs-researcher` | Research framework documentation and best practices |
 | `git-history-analyzer` | Analyze git history and code evolution |
+| `learnings-researcher` | Research and extract learnings from documentation |
 | `repo-research-analyst` | Research repository structure and conventions |
 
 ### Design (3)
@@ -57,7 +57,7 @@ Agents are organized into categories for easier discovery.
 |-------|-------------|
 | `bug-reproduction-validator` | Systematically reproduce and validate bug reports |
 | `every-style-editor` | Edit content to conform to Every's style guide |
-| `lint` | Run linting and code quality checks on Ruby and ERB files |
+| `lint` | Run linting and code quality checks on Python files |
 | `pr-comment-resolver` | Address PR comments and implement fixes |
 | `spec-flow-analyzer` | Analyze user flows and identify gaps in specifications |
 
@@ -65,7 +65,7 @@ Agents are organized into categories for easier discovery.
 
 | Agent | Description |
 |-------|-------------|
-| `ankane-readme-writer` | Create READMEs following Ankane-style template for Ruby gems |
+| `python-package-readme-writer` | Create concise READMEs for Python packages |
 
 ## Commands
 
@@ -85,21 +85,25 @@ Core workflow commands use `workflows:` prefix to avoid collisions with built-in
 
 | Command | Description |
 |---------|-------------|
-| `/deepen-plan` | Enhance plans with parallel research agents for each section |
+| `/agent-native-audit` | Run comprehensive agent-native architecture review with scored principles |
 | `/changelog` | Create engaging changelogs for recent merges |
 | `/create-agent-skill` | Create or edit Claude Code skills |
+| `/deepen-plan` | Enhance plans with parallel research agents for each section |
+| `/deploy-docs` | Validate and prepare documentation for GitHub Pages deployment |
+| `/feature-video` | Record video walkthroughs and add to PR description |
 | `/generate_command` | Generate new slash commands |
 | `/heal-skill` | Fix skill documentation issues |
+| `/lfg` | Full autonomous engineering workflow |
 | `/plan_review` | Multi-agent plan review in parallel |
+| `/release-docs` | Build and update the documentation site with current plugin components |
 | `/report-bug` | Report a bug in the plugin |
 | `/reproduce-bug` | Reproduce bugs using logs and console |
 | `/resolve_parallel` | Resolve TODO comments in parallel |
 | `/resolve_pr_parallel` | Resolve PR comments in parallel |
 | `/resolve_todo_parallel` | Resolve todos in parallel |
-| `/triage` | Triage and prioritize issues |
 | `/test-browser` | Run browser tests on PR-affected pages |
+| `/triage` | Triage and prioritize issues |
 | `/xcode-test` | Build and test iOS apps on simulator |
-| `/feature-video` | Record video walkthroughs and add to PR description |
 
 ## Skills
 
@@ -113,18 +117,19 @@ Core workflow commands use `workflows:` prefix to avoid collisions with built-in
 
 | Skill | Description |
 |-------|-------------|
-| `andrew-kane-gem-writer` | Write Ruby gems following Andrew Kane's patterns |
 | `compound-docs` | Capture solved problems as categorized documentation |
 | `create-agent-skills` | Expert guidance for creating Claude Code skills |
-| `dhh-rails-style` | Write Ruby/Rails code in DHH's 37signals style |
-| `dspy-ruby` | Build type-safe LLM applications with DSPy.rb |
+| `dspy-python` | Build LLM applications with DSPy framework |
+| `fastapi-style` | Write FastAPI code following opinionated best practices |
 | `frontend-design` | Create production-grade frontend interfaces |
+| `python-package-writer` | Write Python packages following production-ready patterns |
 | `skill-creator` | Guide for creating effective Claude Code skills |
 
 ### Content & Workflow
 
 | Skill | Description |
 |-------|-------------|
+| `brainstorming` | Explore requirements and approaches before planning |
 | `every-style-editor` | Review copy for Every's style guide compliance |
 | `file-todos` | File-based todo tracking system |
 | `git-worktree` | Manage Git worktrees for parallel development |