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- Core configuration files (CLAUDE.md, RULES.md, PERSONAS.md, MCP.md) - 17 slash commands for specialized workflows - 25 shared YAML resources for advanced configurations - Installation script for global deployment - 9 cognitive personas for specialized thinking modes - MCP integration patterns for intelligent tool usage - Token economy and ultracompressed mode support 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
278 lines
7.7 KiB
YAML
278 lines
7.7 KiB
YAML
# Research-First Professional Standards
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## Mandatory Research Triggers [C:10]
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```yaml
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External_Libraries:
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Detection_Patterns:
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- import .* from ['"][^./]['"] # Non-relative imports
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- require\(['"][^./]['"] # CommonJS non-relative
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- from (\w+) import # Python imports
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- using \w+; # C# namespaces
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- implementation ['"].*:.*['"] # Gradle dependencies
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Required_Research:
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JS/TS:
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- React: hooks, components, state mgmt
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- Vue: composition API, directives, reactivity
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- Angular: services, DI, modules
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- Express: middleware, routing, error handling
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- Next.js: SSR, SSG, API routes, app dir
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- Node.js: built-in modules, streams, cluster
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Python:
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- Django: models, views, middleware, admin
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- Flask: blueprints, extensions, request handling
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- FastAPI: dependency injection, async, pydantic
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- NumPy/Pandas: array operations, dataframes
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- TensorFlow/PyTorch: models, training, deployment
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Other:
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- Database: SQL syntax, ORM patterns, migrations
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- Cloud: AWS/GCP/Azure service APIs
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- Testing: framework-specific assertions, mocks
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- Build tools: webpack, vite, rollup configs
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Component_Creation:
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UI_Keywords:
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- button, form, modal, dialog, dropdown
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- table, list, grid, card, accordion
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- nav, menu, sidebar, header, footer
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- chart, graph, visualization, dashboard
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Required_Actions:
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- Check existing components in project
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- Search design system if available
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- Use Magic builder for new components
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- WebSearch for accessibility patterns
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- Verify responsive design requirements
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API_Integration:
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Patterns:
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- REST: endpoints, methods, authentication
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- GraphQL: queries, mutations, schemas
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- WebSocket: events, connections, protocols
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- SDK/Client: initialization, methods, errors
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Required_Checks:
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- Official API documentation
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- Authentication methods
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- Rate limits and quotas
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- Error response formats
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- Versioning and deprecations
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```
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## Implementation Blockers
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```yaml
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Guessing_Indicators:
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Phrases_To_Block:
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- "might work"
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- "should probably"
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- "I think this"
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- "typically would"
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- "usually looks like"
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- "common pattern is"
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- "often implemented as"
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Required_Instead:
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- "According to [source]"
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- "Documentation states"
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- "Official example shows"
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- "Verified pattern from"
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- "Testing confirms"
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Confidence_Requirements:
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Minimum_Score: 90%
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Evidence_Types:
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Official_Docs: 100%
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Tutorial_From_Maintainer: 95%
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Recent_Blog_Post: 85%
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Stack_Overflow_Accepted: 80%
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GitHub_Issue_Resolution: 85%
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No_Evidence: 0% (BLOCK)
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Score_Calculation:
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- Must have at least one 95%+ source
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- Multiple 80%+ sources can combine
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- Age penalty: -5% per year old
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- Verification: Test/example adds +10%
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```
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## Research Workflows
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```yaml
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Library_Research_Flow:
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1. Detect library reference in code/request
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2. Check if already in package.json/requirements
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3. C7 resolve-library-id → get-docs
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4. If C7 fails → WebSearch "library official docs"
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5. Extract key patterns:
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- Installation method
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- Basic usage examples
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- Common patterns
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- Error handling
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- Best practices
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6. Cache results for session
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7. Cite sources in implementation
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Component_Research_Flow:
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1. Identify UI component need
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2. Search existing codebase first
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3. Check project's component library
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4. Magic builder search with keywords
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5. If no match → WebSearch "component accessibility"
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6. Implement with citations
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7. Note any deviations from patterns
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API_Research_Flow:
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1. Identify API/service to integrate
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2. WebSearch "service official API docs"
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3. Find authentication documentation
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4. Locate endpoint references
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5. Check for SDK/client library
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6. Review error handling patterns
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7. Note rate limits and constraints
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```
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## Professional Standards
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```yaml
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Source_Attribution:
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Required_Format: "// Source: [URL or Doc Reference]"
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Placement:
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- Above implementation using pattern
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- In function documentation
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- In commit messages for new patterns
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Citation_Examples:
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Good:
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- "// Source: React docs - https://react.dev/reference/react/useState"
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- "// Pattern from: Express.js error handling guide"
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- "// Based on: AWS S3 SDK documentation v3"
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Bad:
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- "// Common pattern"
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- "// Standard approach"
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- "// Typical implementation"
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Uncertainty_Handling:
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When_Docs_Unavailable:
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- State explicitly: "Documentation not found for X"
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- Provide rationale: "Using pattern similar to Y because..."
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- Mark as provisional: "// TODO: Verify when docs available"
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- Suggest alternatives: "Consider using documented library Z"
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When_Multiple_Patterns:
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- Show options: "Documentation shows 3 approaches:"
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- Explain tradeoffs: "Option A is simpler but less flexible"
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- Recommend based on context: "For this use case, B is optimal"
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- Cite each source
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```
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## Enforcement Mechanisms
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```yaml
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Pre_Implementation_Checks:
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Parse_Code_For:
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- Import statements
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- Function calls to external libs
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- Component definitions
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- API endpoint references
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Block_If:
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- External library with no research
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- New component type without pattern check
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- API usage without documentation
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- Confidence score below 90%
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Warning_If:
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- Documentation is >2 years old
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- Using deprecated patterns
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- Multiple conflicting sources
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- Community solution vs official
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Session_Research_Cache:
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Store:
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- Library: version, patterns, examples
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- Components: accessibility, variants
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- APIs: endpoints, auth, limits
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Reuse:
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- Same library → use cached patterns
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- Note: "Using previously researched pattern"
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- Invalidate on version change
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Integration_Points:
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Commands:
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- build: Check all imports
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- improve: Verify optimization patterns
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- troubleshoot: Search known issues first
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- design: Research architectural patterns
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Personas:
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- frontend: Extra UI/UX research
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- backend: API/database patterns
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- architect: System design patterns
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- security: Vulnerability databases
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```
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## Examples
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```yaml
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Good_Implementation:
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Request: "Add user authentication to Express app"
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Research_Steps:
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1. C7 resolve-library-id("express")
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2. C7 get-docs(topic: "authentication middleware")
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3. WebSearch "express session best practices 2024"
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4. Check project for existing auth patterns
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Implementation:
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```javascript
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// Source: Express.js docs - https://expressjs.com/en/guide/using-middleware.html
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// Pattern: Session-based authentication with secure defaults
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const session = require('express-session');
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const MongoStore = require('connect-mongo');
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// Source: OWASP session management cheat sheet
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app.use(session({
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secret: process.env.SESSION_SECRET,
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resave: false,
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saveUninitialized: false,
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cookie: {
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secure: process.env.NODE_ENV === 'production',
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httpOnly: true,
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maxAge: 1000 * 60 * 60 * 24 // 24 hours
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},
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store: MongoStore.create({
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mongoUrl: process.env.MONGODB_URI
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})
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}));
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```
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Bad_Implementation_Blocked:
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Request: "Add user authentication to Express app"
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Without_Research:
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```javascript
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// BLOCKED: No documentation reference
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// This might work for authentication
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app.use((req, res, next) => {
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if (req.session && req.session.user) {
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next();
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} else {
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res.redirect('/login');
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}
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});
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```
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Error: "External library usage requires documentation. Please research Express.js authentication patterns first."
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```
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---
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*Research-First: Ensuring professional, evidence-based implementations* |