grabbit/meteor_detection_system
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity
meteor_detection_system/.bmad-core/data/elicitation-methods.md
grabbit a04d6eba88 🎉 Epic 1 Complete: Foundation, User Core & First Light 
## Major Achievements ✅

### Story 1.14: 前端事件画廊页面 - Gallery Page Implementation
- ✅ Protected /gallery route with authentication redirect
- ✅ Infinite scroll with React Query + Intersection Observer
- ✅ Responsive event cards with thumbnail, date, location
- ✅ Loading states, empty states, error handling
- ✅ Dark theme UI consistent with design system

### Full-Stack Integration Testing Framework
- ✅ Docker-based test environment (PostgreSQL + LocalStack)
- ✅ E2E tests with Playwright (authentication, gallery workflows)
- ✅ API integration tests covering complete user journeys
- ✅ Automated test data generation and cleanup
- ✅ Performance and concurrency testing

### Technical Stack Validation
- ✅ Next.js 15 + React Query + TypeScript frontend
- ✅ NestJS + TypeORM + PostgreSQL backend
- ✅ AWS S3/SQS integration (LocalStack for testing)
- ✅ JWT authentication with secure token management
- ✅ Complete data pipeline: Edge → Backend → Processing → Gallery

## Files Added/Modified

### Frontend Implementation
- src/app/gallery/page.tsx - Main gallery page with auth protection
- src/services/events.ts - API client for events with pagination
- src/hooks/use-events.ts - React Query hooks for infinite scroll
- src/components/gallery/ - Modular UI components (EventCard, GalleryGrid, States)
- src/contexts/query-provider.tsx - React Query configuration

### Testing Infrastructure
- docker-compose.test.yml - Complete test environment setup
- test-setup.sh - One-command test environment initialization
- test-data/seed-test-data.js - Automated test data generation
- e2e/gallery.spec.ts - Comprehensive E2E gallery tests
- test/integration.e2e-spec.ts - Full-stack workflow validation
- TESTING.md - Complete testing guide and documentation

### Project Configuration
- package.json (root) - Monorepo scripts and workspace management
- playwright.config.ts - E2E testing configuration
- .env.test - Test environment variables
- README.md - Project documentation

## Test Results 📊
- ✅ Unit Tests: 10/10 passing (Frontend components)
- ✅ Integration Tests: Full workflow validation
- ✅ E2E Tests: Complete user journey coverage
- ✅ Lint: No warnings or errors
- ✅ Build: Production ready (11.7kB gallery page)

## Milestone: Epic 1 "First Light" Achieved 🚀

The complete data flow is now validated:
1. User Authentication ✅
2. Device Registration ✅
3. Event Upload Pipeline ✅
4. Background Processing ✅
5. Gallery Display ✅

This establishes the foundation for all future development.

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-07-31 18:49:48 +08:00

4.9 KiB
Raw Blame History

Elicitation Methods Data

Core Reflective Methods

Expand or Contract for Audience

  • Ask whether to 'expand' (add detail, elaborate) or 'contract' (simplify, clarify)
  • Identify specific target audience if relevant
  • Tailor content complexity and depth accordingly

Explain Reasoning (CoT Step-by-Step)

  • Walk through the step-by-step thinking process
  • Reveal underlying assumptions and decision points
  • Show how conclusions were reached from current role's perspective

Critique and Refine

  • Review output for flaws, inconsistencies, or improvement areas
  • Identify specific weaknesses from role's expertise
  • Suggest refined version reflecting domain knowledge

Structural Analysis Methods

Analyze Logical Flow and Dependencies

  • Examine content structure for logical progression
  • Check internal consistency and coherence
  • Identify and validate dependencies between elements
  • Confirm effective ordering and sequencing

Assess Alignment with Overall Goals

  • Evaluate content contribution to stated objectives
  • Identify any misalignments or gaps
  • Interpret alignment from specific role's perspective
  • Suggest adjustments to better serve goals

Risk and Challenge Methods

Identify Potential Risks and Unforeseen Issues

  • Brainstorm potential risks from role's expertise
  • Identify overlooked edge cases or scenarios
  • Anticipate unintended consequences
  • Highlight implementation challenges

Challenge from Critical Perspective

  • Adopt critical stance on current content
  • Play devil's advocate from specified viewpoint
  • Argue against proposal highlighting weaknesses
  • Apply YAGNI principles when appropriate (scope trimming)

Creative Exploration Methods

Tree of Thoughts Deep Dive

  • Break problem into discrete "thoughts" or intermediate steps
  • Explore multiple reasoning paths simultaneously
  • Use self-evaluation to classify each path as "sure", "likely", or "impossible"
  • Apply search algorithms (BFS/DFS) to find optimal solution paths

Hindsight is 20/20: The 'If Only...' Reflection

  • Imagine retrospective scenario based on current content
  • Identify the one "if only we had known/done X..." insight
  • Describe imagined consequences humorously or dramatically
  • Extract actionable learnings for current context

Multi-Persona Collaboration Methods

Agile Team Perspective Shift

  • Rotate through different Scrum team member viewpoints
  • Product Owner: Focus on user value and business impact
  • Scrum Master: Examine process flow and team dynamics
  • Developer: Assess technical implementation and complexity
  • QA: Identify testing scenarios and quality concerns

Stakeholder Round Table

  • Convene virtual meeting with multiple personas
  • Each persona contributes unique perspective on content
  • Identify conflicts and synergies between viewpoints
  • Synthesize insights into actionable recommendations

Meta-Prompting Analysis

  • Step back to analyze the structure and logic of current approach
  • Question the format and methodology being used
  • Suggest alternative frameworks or mental models
  • Optimize the elicitation process itself

Advanced 2025 Techniques

Self-Consistency Validation

  • Generate multiple reasoning paths for same problem
  • Compare consistency across different approaches
  • Identify most reliable and robust solution
  • Highlight areas where approaches diverge and why

ReWOO (Reasoning Without Observation)

  • Separate parametric reasoning from tool-based actions
  • Create reasoning plan without external dependencies
  • Identify what can be solved through pure reasoning
  • Optimize for efficiency and reduced token usage

Persona-Pattern Hybrid

  • Combine specific role expertise with elicitation pattern
  • Architect + Risk Analysis: Deep technical risk assessment
  • UX Expert + User Journey: End-to-end experience critique
  • PM + Stakeholder Analysis: Multi-perspective impact review

Emergent Collaboration Discovery

  • Allow multiple perspectives to naturally emerge
  • Identify unexpected insights from persona interactions
  • Explore novel combinations of viewpoints
  • Capture serendipitous discoveries from multi-agent thinking

Game-Based Elicitation Methods

Red Team vs Blue Team

  • Red Team: Attack the proposal, find vulnerabilities
  • Blue Team: Defend and strengthen the approach
  • Competitive analysis reveals blind spots
  • Results in more robust, battle-tested solutions

Innovation Tournament

  • Pit multiple alternative approaches against each other
  • Score each approach across different criteria
  • Crowd-source evaluation from different personas
  • Identify winning combination of features

Escape Room Challenge

  • Present content as constraints to work within
  • Find creative solutions within tight limitations
  • Identify minimum viable approach
  • Discover innovative workarounds and optimizations

Process Control

Proceed / No Further Actions

  • Acknowledge choice to finalize current work
  • Accept output as-is or move to next step
  • Prepare to continue without additional elicitation