feat(integration): claude code subagents
This commit is contained in:
Basit Mustafa
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# BMad-Method Agent Guide
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## Build Commands
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- `npm run build` - Build all agents and teams
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- `npm run build:agents` - Build only agent bundles
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- `npm run build:teams` - Build only team bundles
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- `npm run validate` - Validate configuration and files
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- `npm run format` - Format all Markdown files with Prettier
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- `node tools/cli.js list:agents` - List available agents
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## Test Commands
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- No formal test suite - validation via `npm run validate`
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- Manual testing via building agents/teams and checking outputs
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## Architecture
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- **Core**: `bmad-core/` - Agent definitions, templates, workflows, user guide
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- **Tools**: `tools/` - CLI build system, installers, web builders
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- **Expansion Packs**: `expansion-packs/` - Domain-specific agent collections
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- **Distribution**: `dist/` - Built agent/team bundles for web deployment
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- **Config**: `bmad-core/core-config.yaml` - Sharding, paths, markdown settings
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## Code Style
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- **Modules**: CommonJS (`require`/`module.exports`), some ES modules via dynamic import
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- **Classes**: PascalCase (WebBuilder), methods camelCase (buildAgents)
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- **Files**: kebab-case (web-builder.js), constants UPPER_CASE
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- **Error Handling**: Try-catch with graceful fallback, async/await patterns
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- **Imports**: Node built-ins, fs-extra, chalk, commander, js-yaml
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- **Paths**: Always use `path.join()`, absolute paths via `path.resolve()`
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23
README.md
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README.md
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@ -25,6 +25,29 @@ This two-phase approach eliminates both **planning inconsistency** and **context
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**📖 [See the complete workflow in the User Guide](bmad-core/user-guide.md)** - Planning phase, development cycle, and all agent roles
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## 🆕 Claude Code Integration (Alpha at best)
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**NEW:** A contribution is attempting to integrate BMad-Method with [Claude Code's new subagents released 7/24](https://docs.anthropic.com/en/docs/claude-code/sub-agents)! Transform BMad's agents into native Claude Code subagents for seamless AI-powered development.
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**⚠️ This is an alpha feature, and may not work as expected.** In fact I know it doesn't fully work but subagents were just released a few hours before I finished the initial cut here, so please open defects against [BMAD-AT-CLAUDE](https://github.com/24601/BMAD-AT-CLAUDE/issues).
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There are a few enhancements I have attempted to make to make the flow/DX of using BMAD-METHOD with Claude Code subagents more seamless:
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- Shared scratchpad for handoffs
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- Use the `description` facility to provide semantic meaning to claude for auto-call agents appropriately
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- Memory priming
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- Data sourcing helper
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```bash
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# Generate Claude Code subagents
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npm run build:claude
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# Start Claude Code
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claude
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```
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**[📖 Complete Claude Integration Guide](docs/claude-integration.md)** - Setup, usage, and workflows
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## Quick Navigation
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### Understanding the BMad Workflow
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@ -39,7 +39,14 @@ persona:
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style: Analytical, inquisitive, creative, facilitative, objective, data-informed
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identity: Strategic analyst specializing in brainstorming, market research, competitive analysis, and project briefing
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focus: Research planning, ideation facilitation, strategic analysis, actionable insights
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methodology: |
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HYPOTHESIS-DRIVEN ANALYSIS FRAMEWORK:
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Step 1: Formulate Hypotheses - Start every analysis by stating 2-3 testable hypotheses about the market/problem
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Step 2: Gather Evidence - Collect quantitative data and qualitative sources to validate/refute each hypothesis
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Step 3: Validate & Score - Rate each hypothesis (High/Medium/Low confidence) based on evidence strength
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Step 4: Synthesize Insights - Transform validated hypotheses into actionable strategic recommendations
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core_principles:
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- Hypothesis-First Approach - Begin analysis with explicit testable assumptions
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- Curiosity-Driven Inquiry - Ask probing "why" questions to uncover underlying truths
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- Objective & Evidence-Based Analysis - Ground findings in verifiable data and credible sources
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- Strategic Contextualization - Frame all work within broader strategic context
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Company,Tool,Users_Millions,Revenue_Millions_USD,AI_Features,Market_Share_Percent,Founded
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Atlassian,Jira,200,3000,Intelligence,15.2,2002
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Monday.com,Monday,180,900,AI Assistant,12.8,2012
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Asana,Asana,145,455,Intelligence,10.1,2008
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Microsoft,Project,120,2100,Copilot,8.7,1984
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Smartsheet,Smartsheet,82,740,DataMesh,5.9,2005
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Notion,Notion,35,275,AI Writing,2.5,2016
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ClickUp,ClickUp,25,156,ClickUp AI,1.8,2017
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Linear,Linear,8,45,Predictive,0.6,2019
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Airtable,Airtable,65,735,Apps,4.7,2012
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Basecamp,Basecamp,15,99,Limited,1.1,1999
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# Fintech Compliance and Regulatory Guidelines
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## PCI DSS Compliance
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### Level 1 Requirements (>6M transactions/year)
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- **Network Security**: Firewall, network segmentation
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- **Data Protection**: Encrypt cardholder data, mask PAN
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- **Access Control**: Unique IDs, two-factor authentication
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- **Monitoring**: Log access, file integrity monitoring
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- **Testing**: Vulnerability scanning, penetration testing
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- **Policies**: Information security policy, incident response
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### Implementation Checklist
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- [ ] Tokenize card data, never store full PAN
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- [ ] Use validated payment processors (Stripe, Square)
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- [ ] Implement Point-to-Point Encryption (P2PE)
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- [ ] Regular security assessments and audits
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- [ ] Staff training on data handling procedures
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## SOX Compliance (Public Companies)
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### Key Controls
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- **ITGC**: IT General Controls for financial systems
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- **Change Management**: Documented approval processes
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- **Access Reviews**: Quarterly user access audits
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- **Segregation of Duties**: Separate authorization/recording
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- **Documentation**: Maintain audit trails and evidence
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## GDPR/Privacy Regulations
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### Data Processing Requirements
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- **Lawful Basis**: Consent, contract, legitimate interest
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- **Data Minimization**: Collect only necessary data
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- **Purpose Limitation**: Use data only for stated purposes
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- **Retention Limits**: Delete data when no longer needed
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- **Data Subject Rights**: Access, rectification, erasure, portability
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### Technical Safeguards
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- **Privacy by Design**: Build privacy into system architecture
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- **Encryption**: End-to-end encryption for personal data
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- **Pseudonymization**: Replace identifiers with artificial ones
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- **Data Loss Prevention**: Monitor and prevent unauthorized access
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## Banking Regulations
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### Open Banking (PSD2)
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- **Strong Customer Authentication**: Multi-factor authentication
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- **API Security**: OAuth 2.0, mutual TLS, certificate validation
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- **Data Sharing**: Consent management, scope limitation
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- **Fraud Prevention**: Real-time monitoring, risk scoring
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### Anti-Money Laundering (AML)
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- **Customer Due Diligence**: Identity verification, risk assessment
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- **Transaction Monitoring**: Unusual pattern detection
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- **Suspicious Activity Reporting**: Automated SAR generation
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- **Record Keeping**: 5-year transaction history retention
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## Testing Requirements
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### Compliance Testing
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- **Penetration Testing**: Annual external security assessments
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- **Vulnerability Scanning**: Quarterly automated scans
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- **Code Reviews**: Security-focused static analysis
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- **Red Team Exercises**: Simulated attack scenarios
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### Audit Preparation
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- **Documentation**: Policies, procedures, evidence collection
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- **Control Testing**: Validate effectiveness of security controls
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- **Gap Analysis**: Identify compliance deficiencies
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- **Remediation Planning**: Prioritize and track fixes
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## Regional Considerations
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### United States
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- **CCPA**: California Consumer Privacy Act requirements
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- **GLBA**: Gramm-Leach-Bliley Act for financial institutions
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- **FFIEC**: Federal guidance for IT risk management
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- **State Regulations**: Additional requirements by state
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### European Union
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- **PSD2**: Payment Services Directive
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- **GDPR**: General Data Protection Regulation
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- **MiFID II**: Markets in Financial Instruments Directive
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- **EBA Guidelines**: European Banking Authority standards
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### Asia-Pacific
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- **PDPA**: Personal Data Protection Acts (Singapore, Thailand)
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- **Privacy Act**: Australia's privacy legislation
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- **PIPEDA**: Canada's Personal Information Protection
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- **Local Banking**: Country-specific financial regulations
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Market,Size_USD_Billions,Growth_Rate_CAGR,Year,Source
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Project Management Software,7.8,10.1%,2023,Grand View Research
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AI-Powered PM Tools,1.2,24.3%,2023,TechNavio
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Agile Development Tools,2.1,15.7%,2023,Mordor Intelligence
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Customer Support Software,24.5,12.2%,2023,Fortune Business Insights
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Collaboration Software,31.2,9.5%,2023,Allied Market Research
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DevOps Tools,8.9,18.4%,2023,Global Market Insights
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SaaS Project Management,4.5,11.8%,2023,ResearchAndMarkets
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Enterprise PM Solutions,6.2,8.9%,2023,MarketsandMarkets
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Mobile PM Apps,1.8,16.2%,2023,IBISWorld
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Cloud PM Platforms,5.4,13.1%,2023,Verified Market Research
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# Security Patterns and Best Practices
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## Authentication & Authorization
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### JWT Best Practices
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- **Expiry**: Access tokens 15-30 minutes, refresh tokens 7-30 days
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- **Algorithm**: Use RS256 for public/private key signing
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- **Claims**: Include minimal necessary data (user_id, roles, exp)
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- **Storage**: HttpOnly cookies for web, secure storage for mobile
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- **Validation**: Always verify signature, expiry, and issuer
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### OAuth 2.0 Implementation
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- **PKCE**: Required for all public clients (SPAs, mobile)
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- **State Parameter**: Prevent CSRF attacks
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- **Scope Limitation**: Request minimal necessary permissions
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- **Redirect URI**: Exact match validation, no wildcards
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## Data Protection
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### Encryption Standards
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- **At Rest**: AES-256-GCM for data, RSA-4096 for keys
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- **In Transit**: TLS 1.3 minimum, certificate pinning for mobile
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- **Database**: Column-level encryption for PII
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- **Backups**: Encrypted with separate key management
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### Input Validation
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- **Sanitization**: Use parameterized queries, escape HTML
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- **File Uploads**: MIME type validation, virus scanning, size limits
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- **Rate Limiting**: Per-IP, per-user, per-endpoint limits
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- **Schema Validation**: JSON Schema or similar for API inputs
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## API Security
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### Common Vulnerabilities
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1. **Injection**: SQL, NoSQL, Command, LDAP injection
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2. **Broken Authentication**: Weak passwords, exposed credentials
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3. **Sensitive Data Exposure**: Logs, error messages, debug info
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4. **XML External Entities**: XXE attacks in XML processing
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5. **Broken Access Control**: Privilege escalation, IDOR
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### Security Headers
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```
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Content-Security-Policy: default-src 'self'
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X-Frame-Options: DENY
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X-Content-Type-Options: nosniff
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Strict-Transport-Security: max-age=31536000
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Referrer-Policy: strict-origin-when-cross-origin
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```
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## Monitoring & Incident Response
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### Security Logging
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- **Authentication Events**: Login attempts, failures, lockouts
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- **Authorization**: Access grants/denials, privilege changes
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- **Data Access**: PII access, export operations
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- **System Changes**: Configuration updates, user modifications
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### Threat Detection
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- **Anomaly Detection**: Unusual access patterns, location changes
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- **Automated Response**: Account lockout, IP blocking
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- **Alert Thresholds**: Failed login attempts, API rate violations
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- **SIEM Integration**: Centralized log analysis and correlation
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# BMAD-Method Claude Code Integration
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This document describes the Claude Code subagents integration for BMAD-Method, allowing you to use BMAD's specialized agents within Claude Code's new subagent system.
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## Overview
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The Claude Code integration transforms BMAD's collaborative agent framework into Claude Code subagents while maintaining clean separation from the original codebase. This enables:
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- **Native Claude Code Experience**: Use BMAD agents directly within Claude Code
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- **Context Management**: Each agent maintains its own context window
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- **Tool Integration**: Leverage Claude Code's built-in tools (Read, Grep, codebase_search, etc.)
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- **Workflow Preservation**: Maintain BMAD's proven agent collaboration patterns
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## Quick Setup
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### 1. Prerequisites
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- Node.js 20+
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- Claude Code installed ([claude.ai/code](https://claude.ai/code))
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- Existing BMAD-Method project
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### 2. Generate Claude Subagents
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```bash
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# From your BMAD project root
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npm run build:claude
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```
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This creates `.claude/agents/` with six specialized subagents:
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- **Analyst** (Mary) - Market research, competitive analysis, project briefs
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- **Architect** - System design, technical architecture
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- **PM** - Project management, planning, coordination
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- **Dev** - Development, implementation, coding
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- **QA** - Quality assurance, testing, validation
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- **Scrum Master** - Agile process management
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### 3. Start Claude Code
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```bash
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# In your project root (where .claude/ directory exists)
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claude
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```
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## Usage Patterns
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### Explicit Agent Invocation
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Request specific agents for specialized tasks:
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```
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# Market research and analysis
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> Use the analyst subagent to help me create a competitive analysis
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# Architecture planning
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> Ask the architect subagent to design a microservices architecture
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# Implementation
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> Have the dev subagent implement the user authentication system
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# Quality assurance
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> Use the qa subagent to create comprehensive test cases
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```
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### Automatic Agent Selection
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Claude Code automatically selects appropriate agents based on context:
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```
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# Analyst will likely be chosen
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> I need to research the market for AI-powered project management tools
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# Architect will likely be chosen
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> How should I structure the database schema for this multi-tenant SaaS?
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# Dev will likely be chosen
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> Implement the JWT authentication middleware
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```
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## Agent Capabilities
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### Analyst (Mary) 📊
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- Market research and competitive analysis
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- Project briefs and discovery documentation
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- Brainstorming and ideation facilitation
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- Strategic analysis and insights
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**Key Commands**: create-project-brief, perform-market-research, create-competitor-analysis, brainstorm
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### Architect 🏗️
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- System architecture and design
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- Technical solution planning
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- Integration patterns and approaches
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- Scalability and performance considerations
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### PM 📋
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- Project planning and coordination
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- Stakeholder management
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- Risk assessment and mitigation
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- Resource allocation and timeline management
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### Dev 👨💻
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- Code implementation and development
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- Technical problem solving
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- Code review and optimization
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- Integration and deployment
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### QA 🔍
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- Test planning and execution
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- Quality assurance processes
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- Bug identification and validation
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- Acceptance criteria definition
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### Scrum Master 🎯
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- Sprint planning and management
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- Agile process facilitation
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- Team coordination and communication
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- Impediment resolution
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## Workflow Integration
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### BMAD Story-Driven Development
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Agents can access and work with BMAD story files:
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```
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> Use the dev subagent to implement the user story in stories/user-auth.story.md
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```
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### Task and Template Access
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Agents can read BMAD dependencies:
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```
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> Have the analyst use the project-brief template to document our new feature
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```
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### Cross-Agent Collaboration
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Chain agents for complex workflows:
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```
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> First use the analyst to research the market, then have the architect design the solution, and finally ask the pm to create a project plan
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```
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## Technical Architecture
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### Directory Structure
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```
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./
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├── bmad-core/ # Original BMAD (untouched)
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├── integration/claude/ # Claude integration source
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└── .claude/ # Generated Claude subagents
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├── agents/ # Subagent definitions
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│ ├── analyst.md
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│ ├── architect.md
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│ └── ...
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└── memory/ # Agent context memory
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```
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### Context Management
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- **Lightweight Start**: Each agent begins with minimal context (~2-4KB)
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- **On-Demand Loading**: Agents use tools to read files when needed
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- **Memory Files**: Rolling memory maintains conversation context
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- **Tool Integration**: Access BMAD files via Read, Grep, codebase_search
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### Tool Permissions
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Each agent has access to:
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- `Read` - File reading and content access
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- `Grep` - Text search within files
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- `glob` - File pattern matching
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- `codebase_search_agent` - Semantic code search
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- `list_directory` - Directory exploration
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## Advanced Usage
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### Custom Agent Development
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To add new agents:
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1. Create agent definition in `bmad-core/agents/new-agent.md`
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2. Add agent ID to `integration/claude/src/build-claude.js`
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3. Rebuild: `npm run build:claude`
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### Memory Management
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Agents maintain context in `.claude/memory/{agent}.md`:
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- Automatically created on first use
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- Stores key decisions and context
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- Truncated when exceeding limits
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- Can be manually edited if needed
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### Integration with CI/CD
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```yaml
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# .github/workflows/claude-agents.yml
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name: Update Claude Agents
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on:
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push:
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paths: ['bmad-core/agents/**']
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jobs:
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build-claude:
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runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@v4
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- run: npm run build:claude
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- # Commit updated .claude/ directory
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```
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## Best Practices
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### Agent Selection
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- **Analyst**: Early project phases, research, market analysis
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- **Architect**: System design, technical planning, solution architecture
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- **PM**: Project coordination, planning, stakeholder management
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- **Dev**: Implementation, coding, technical execution
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||||
- **QA**: Testing, validation, quality assurance
|
||||
- **Scrum Master**: Process management, team coordination
|
||||
|
||||
### Context Optimization
|
||||
|
||||
- Start conversations with clear agent requests
|
||||
- Reference specific BMAD files by path when needed
|
||||
- Use agent memory files for important decisions
|
||||
- Keep agent contexts focused on their specialization
|
||||
|
||||
### Workflow Efficiency
|
||||
|
||||
- Use explicit agent invocation for specialized tasks
|
||||
- Chain agents for multi-phase work
|
||||
- Leverage BMAD story files for development context
|
||||
- Maintain conversation history in agent memory
|
||||
|
||||
## Troubleshooting
|
||||
|
||||
### Agent Not Found
|
||||
```bash
|
||||
# Rebuild agents
|
||||
npm run build:claude
|
||||
|
||||
# Verify generation
|
||||
ls .claude/agents/
|
||||
```
|
||||
|
||||
### Memory Issues
|
||||
```bash
|
||||
# Clear agent memory
|
||||
rm .claude/memory/*.md
|
||||
```
|
||||
|
||||
### Context Problems
|
||||
- Keep agent prompts focused
|
||||
- Use tools to load files on-demand
|
||||
- Reference specific sections rather than entire documents
|
||||
|
||||
## Support
|
||||
|
||||
- **BMAD Community**: [Discord](https://discord.gg/gk8jAdXWmj)
|
||||
- **Issues**: [GitHub Issues](https://github.com/24601/BMAD-AT-CLAUDE/issues)
|
||||
- **Claude Code Docs**: [docs.anthropic.com/claude-code](https://docs.anthropic.com/en/docs/claude-code/overview)
|
||||
|
|
@ -0,0 +1,13 @@
|
|||
# Dependencies
|
||||
node_modules/
|
||||
npm-debug.log*
|
||||
yarn-debug.log*
|
||||
yarn-error.log*
|
||||
|
||||
# Runtime data
|
||||
*.pid
|
||||
*.seed
|
||||
*.log
|
||||
|
||||
# Generated files should be in root .claude/, not here
|
||||
.claude/
|
||||
|
|
@ -0,0 +1,105 @@
|
|||
# BMAD-Method Claude Code Integration
|
||||
|
||||
This directory contains the integration layer that ports BMAD-Method agents to Claude Code's subagent system.
|
||||
|
||||
## Quick Start
|
||||
|
||||
```bash
|
||||
# Build Claude Code subagents from BMAD definitions
|
||||
npm run build
|
||||
|
||||
# Start Claude Code in the repo root
|
||||
cd ../../
|
||||
claude
|
||||
```
|
||||
|
||||
## What This Does
|
||||
|
||||
This integration transforms BMAD-Method's specialized agents into Claude Code subagents:
|
||||
|
||||
- **Analyst (Mary)** - Market research, brainstorming, competitive analysis, project briefs
|
||||
- **Architect** - System design, technical architecture, solution planning
|
||||
- **PM** - Project management, planning, coordination
|
||||
- **Dev** - Development, implementation, coding
|
||||
- **QA** - Quality assurance, testing, validation
|
||||
- **Scrum Master** - Agile process management, team coordination
|
||||
|
||||
## How It Works
|
||||
|
||||
1. **Agent Parsing**: Reads BMAD agent definitions from `bmad-core/agents/`
|
||||
2. **Template Generation**: Uses Mustache templates to create Claude subagent files
|
||||
3. **Context Management**: Creates lightweight memory files for each agent
|
||||
4. **Tool Assignment**: Grants appropriate tools (Read, Grep, codebase_search, etc.)
|
||||
|
||||
## Generated Structure
|
||||
|
||||
```
|
||||
.claude/
|
||||
├── agents/ # Generated subagent definitions
|
||||
│ ├── analyst.md
|
||||
│ ├── architect.md
|
||||
│ ├── dev.md
|
||||
│ ├── pm.md
|
||||
│ ├── qa.md
|
||||
│ └── sm.md
|
||||
└── memory/ # Context memory for each agent
|
||||
├── analyst.md
|
||||
└── ...
|
||||
```
|
||||
|
||||
## Usage in Claude Code
|
||||
|
||||
Once built, you can use subagents in Claude Code:
|
||||
|
||||
```
|
||||
# Explicit invocation
|
||||
> Use the analyst subagent to help me create a project brief
|
||||
|
||||
# Or let Claude choose automatically
|
||||
> I need help with market research and competitive analysis
|
||||
```
|
||||
|
||||
## Architecture Principles
|
||||
|
||||
- **Zero Pollution**: No changes to original BMAD structure
|
||||
- **One-Way Generation**: Claude agents generated from BMAD sources
|
||||
- **Context Light**: Each agent starts with minimal context, loads more on-demand
|
||||
- **Tool Focused**: Uses Claude Code's built-in tools for file access
|
||||
|
||||
## Development
|
||||
|
||||
### Building
|
||||
|
||||
```bash
|
||||
npm run build # Build all agents
|
||||
npm run clean # Remove generated .claude directory
|
||||
npm run validate # Validate agent definitions
|
||||
```
|
||||
|
||||
### Templates
|
||||
|
||||
Agent templates are in `src/templates/agent.mustache` and use the following data:
|
||||
|
||||
- `agent.*` - Agent metadata (name, title, icon, etc.)
|
||||
- `persona.*` - Role definition and principles
|
||||
- `commands` - Available BMAD commands
|
||||
- `dependencies.*` - Task, template, and data dependencies
|
||||
|
||||
### Adding New Agents
|
||||
|
||||
1. Add agent ID to `CORE_AGENTS` array in `build-claude.js`
|
||||
2. Ensure corresponding `.md` file exists in `bmad-core/agents/`
|
||||
3. Run `npm run build`
|
||||
|
||||
## Integration with Original BMAD
|
||||
|
||||
This integration is designed to coexist with the original BMAD system:
|
||||
|
||||
- Original BMAD web bundles continue to work unchanged
|
||||
- Claude integration is completely optional
|
||||
- No modification to core BMAD files required
|
||||
- Can be used alongside existing BMAD workflows
|
||||
|
||||
## License
|
||||
|
||||
MIT - Same as BMAD-Method
|
||||
|
|
@ -0,0 +1,437 @@
|
|||
# End-to-End Testing Guide for BMAD Claude Integration
|
||||
|
||||
This guide provides comprehensive testing scenarios to validate the Claude Code subagents integration.
|
||||
|
||||
## Test Environment Setup
|
||||
|
||||
### 1. Create Fresh Test Project
|
||||
|
||||
```bash
|
||||
# Create new test directory
|
||||
mkdir ~/bmad-claude-test
|
||||
cd ~/bmad-claude-test
|
||||
|
||||
# Initialize basic project structure
|
||||
mkdir -p src docs tests
|
||||
echo "# Test Project for BMAD Claude Integration" > README.md
|
||||
|
||||
# Clone BMAD method (or copy existing)
|
||||
git clone https://github.com/24601/BMAD-AT-CLAUDE.git
|
||||
cd BMAD-AT-CLAUDE
|
||||
|
||||
# Install dependencies and build Claude agents
|
||||
npm install
|
||||
npm run build:claude
|
||||
```
|
||||
|
||||
### 2. Verify Claude Code Installation
|
||||
|
||||
```bash
|
||||
# Check Claude Code is available
|
||||
claude --version
|
||||
|
||||
# Verify we're in the right directory with .claude/agents/
|
||||
ls -la .claude/agents/
|
||||
```
|
||||
|
||||
### 3. Start Claude Code Session
|
||||
|
||||
```bash
|
||||
# Start Claude Code in project root
|
||||
claude
|
||||
|
||||
# Should show available subagents
|
||||
/agents
|
||||
```
|
||||
|
||||
## Core Agent Testing
|
||||
|
||||
### Test 1: Analyst Agent - Market Research
|
||||
|
||||
**Prompt:**
|
||||
```
|
||||
Use the analyst subagent to help me research the market for AI-powered project management tools. I want to understand the competitive landscape and identify key market gaps.
|
||||
```
|
||||
|
||||
**Expected Behavior:**
|
||||
- Agent introduces itself as Mary, Business Analyst
|
||||
- Offers to use market research templates
|
||||
- Accesses BMAD dependencies using Read tool
|
||||
- Provides structured analysis approach
|
||||
|
||||
**Validation:**
|
||||
- [ ] Agent stays in character as Mary
|
||||
- [ ] References BMAD templates/tasks appropriately
|
||||
- [ ] Uses numbered lists for options
|
||||
- [ ] Accesses files via Read tool when needed
|
||||
|
||||
### Test 2: Architect Agent - System Design
|
||||
|
||||
**Prompt:**
|
||||
```
|
||||
Ask the architect subagent to design a microservices architecture for a multi-tenant SaaS platform with user authentication, billing, and analytics.
|
||||
```
|
||||
|
||||
**Expected Behavior:**
|
||||
- Agent focuses on technical architecture
|
||||
- Considers scalability and system boundaries
|
||||
- May reference BMAD architecture templates
|
||||
- Provides detailed technical recommendations
|
||||
|
||||
**Validation:**
|
||||
- [ ] Technical depth appropriate for architect role
|
||||
- [ ] System thinking and architectural patterns
|
||||
- [ ] References to BMAD resources when relevant
|
||||
|
||||
### Test 3: Dev Agent - Implementation
|
||||
|
||||
**Prompt:**
|
||||
```
|
||||
Have the dev subagent implement a JWT authentication middleware in Node.js with proper error handling and logging.
|
||||
```
|
||||
|
||||
**Expected Behavior:**
|
||||
- Focuses on practical implementation
|
||||
- Writes actual code
|
||||
- Considers best practices and error handling
|
||||
- May suggest testing approaches
|
||||
|
||||
**Validation:**
|
||||
- [ ] Produces working code
|
||||
- [ ] Follows security best practices
|
||||
- [ ] Includes proper error handling
|
||||
|
||||
## BMAD Integration Testing
|
||||
|
||||
### Test 4: Story File Workflow
|
||||
|
||||
**Setup:**
|
||||
```bash
|
||||
# Create a sample story file
|
||||
mkdir -p stories
|
||||
cat > stories/user-auth.story.md << 'EOF'
|
||||
# User Authentication Story
|
||||
|
||||
## Overview
|
||||
Implement secure user authentication system with JWT tokens.
|
||||
|
||||
## Acceptance Criteria
|
||||
- [ ] User can register with email/password
|
||||
- [ ] User can login and receive JWT token
|
||||
- [ ] Protected routes require valid token
|
||||
- [ ] Token refresh mechanism
|
||||
|
||||
## Technical Notes
|
||||
- Use bcrypt for password hashing
|
||||
- JWT expiry: 15 minutes
|
||||
- Refresh token expiry: 7 days
|
||||
EOF
|
||||
```
|
||||
|
||||
**Prompt:**
|
||||
```
|
||||
Use the dev subagent to implement the user authentication story in stories/user-auth.story.md. Follow the acceptance criteria exactly.
|
||||
```
|
||||
|
||||
**Expected Behavior:**
|
||||
- Agent reads the story file using Read tool
|
||||
- Implements according to acceptance criteria
|
||||
- References story context throughout implementation
|
||||
|
||||
**Validation:**
|
||||
- [ ] Agent reads story file correctly
|
||||
- [ ] Implementation matches acceptance criteria
|
||||
- [ ] Maintains story context during conversation
|
||||
|
||||
### Test 5: BMAD Template Usage
|
||||
|
||||
**Prompt:**
|
||||
```
|
||||
Use the analyst subagent to create a project brief using the BMAD project-brief template for an AI-powered customer support chatbot.
|
||||
```
|
||||
|
||||
**Expected Behavior:**
|
||||
- Agent accesses BMAD templates using Read tool
|
||||
- Uses project-brief-tmpl.yaml structure
|
||||
- Guides user through template completion
|
||||
- Follows BMAD workflow patterns
|
||||
|
||||
**Validation:**
|
||||
- [ ] Accesses correct template file
|
||||
- [ ] Follows template structure
|
||||
- [ ] Maintains BMAD methodology
|
||||
|
||||
## Agent Collaboration Testing
|
||||
|
||||
### Test 6: Multi-Agent Workflow
|
||||
|
||||
**Prompt:**
|
||||
```
|
||||
I want to build a new feature for real-time notifications. First use the analyst to research notification patterns, then have the architect design the system, and finally ask the pm to create a project plan.
|
||||
```
|
||||
|
||||
**Expected Behavior:**
|
||||
- Sequential agent handoffs
|
||||
- Each agent maintains context from previous work
|
||||
- Cross-references between agent outputs
|
||||
- Coherent end-to-end workflow
|
||||
|
||||
**Validation:**
|
||||
- [ ] Smooth agent transitions
|
||||
- [ ] Context preservation across agents
|
||||
- [ ] Workflow coherence
|
||||
- [ ] Each agent stays in character
|
||||
|
||||
### Test 7: Agent Memory Persistence
|
||||
|
||||
**Setup:**
|
||||
```bash
|
||||
# Start conversation with analyst
|
||||
# Make some decisions and progress
|
||||
# Exit and restart Claude Code session
|
||||
```
|
||||
|
||||
**Test:**
|
||||
1. Have conversation with analyst about market research
|
||||
2. Exit Claude Code
|
||||
3. Restart Claude Code
|
||||
4. Continue conversation - check if context preserved
|
||||
|
||||
**Expected Behavior:**
|
||||
- Agent memory files store key decisions
|
||||
- Context partially preserved across sessions
|
||||
- Agent references previous conversation appropriately
|
||||
|
||||
## Error Handling and Edge Cases
|
||||
|
||||
### Test 8: Invalid File Access
|
||||
|
||||
**Prompt:**
|
||||
```
|
||||
Use the analyst subagent to read the file bmad-core/nonexistent-file.md
|
||||
```
|
||||
|
||||
**Expected Behavior:**
|
||||
- Graceful error handling
|
||||
- Suggests alternative files or approaches
|
||||
- Maintains agent persona during error
|
||||
|
||||
**Validation:**
|
||||
- [ ] No crashes or errors
|
||||
- [ ] Helpful error messages
|
||||
- [ ] Agent stays in character
|
||||
|
||||
### Test 9: Tool Permission Testing
|
||||
|
||||
**Prompt:**
|
||||
```
|
||||
Use the dev subagent to create a new file in the src/ directory with a sample API endpoint.
|
||||
```
|
||||
|
||||
**Expected Behavior:**
|
||||
- Agent attempts to use available tools
|
||||
- If create_file not available, suggests alternatives
|
||||
- Provides code that could be manually created
|
||||
|
||||
**Validation:**
|
||||
- [ ] Respects tool limitations
|
||||
- [ ] Provides alternatives when tools unavailable
|
||||
- [ ] Clear about what actions are possible
|
||||
|
||||
### Test 10: Context Window Management
|
||||
|
||||
**Setup:**
|
||||
```bash
|
||||
# Create large content files to test context limits
|
||||
mkdir -p test-content
|
||||
for i in {1..50}; do
|
||||
echo "This is test content line $i with enough text to make it substantial and test context window management capabilities. Adding more text to make each line longer and test how agents handle large content volumes." >> test-content/large-file.md
|
||||
done
|
||||
```
|
||||
|
||||
**Prompt:**
|
||||
```
|
||||
Use the analyst subagent to analyze all the content in the test-content/ directory and summarize the key insights.
|
||||
```
|
||||
|
||||
**Expected Behavior:**
|
||||
- Agent uses tools to access content incrementally
|
||||
- Doesn't load everything into context at once
|
||||
- Provides meaningful analysis despite size constraints
|
||||
|
||||
**Validation:**
|
||||
- [ ] Efficient tool usage
|
||||
- [ ] No context overflow errors
|
||||
- [ ] Meaningful output despite constraints
|
||||
|
||||
## Performance and Usability Testing
|
||||
|
||||
### Test 11: Response Time
|
||||
|
||||
**Test Multiple Prompts:**
|
||||
- Time each agent invocation
|
||||
- Measure response quality vs speed
|
||||
- Test with different complexity levels
|
||||
|
||||
**Metrics:**
|
||||
- [ ] Initial agent load time < 10 seconds
|
||||
- [ ] Subsequent responses < 30 seconds
|
||||
- [ ] Quality maintained across response times
|
||||
|
||||
### Test 12: User Experience
|
||||
|
||||
**Prompts to Test:**
|
||||
```
|
||||
# Ambiguous request
|
||||
> Help me with my project
|
||||
|
||||
# Complex multi-step request
|
||||
> I need to build a complete authentication system from scratch
|
||||
|
||||
# Domain-specific request
|
||||
> Create unit tests for my React components
|
||||
```
|
||||
|
||||
**Expected Behavior:**
|
||||
- Appropriate agent selection or clarification requests
|
||||
- Clear guidance on next steps
|
||||
- Professional communication
|
||||
|
||||
**Validation:**
|
||||
- [ ] Appropriate agent routing
|
||||
- [ ] Clear communication
|
||||
- [ ] Helpful responses to ambiguous requests
|
||||
|
||||
## Validation Checklist
|
||||
|
||||
### Agent Behavior ✅
|
||||
- [ ] Each agent maintains distinct persona
|
||||
- [ ] Agents stay in character throughout conversations
|
||||
- [ ] Appropriate expertise demonstrated
|
||||
- [ ] BMAD methodology preserved
|
||||
|
||||
### Tool Integration ✅
|
||||
- [ ] Read tool accesses BMAD files correctly
|
||||
- [ ] Grep searches work across codebase
|
||||
- [ ] codebase_search_agent provides relevant results
|
||||
- [ ] File paths resolved correctly
|
||||
|
||||
### Context Management ✅
|
||||
- [ ] Agents start with minimal context
|
||||
- [ ] On-demand loading works properly
|
||||
- [ ] Memory files created and maintained
|
||||
- [ ] No context overflow errors
|
||||
|
||||
### BMAD Integration ✅
|
||||
- [ ] Original BMAD workflows preserved
|
||||
- [ ] Templates and tasks accessible
|
||||
- [ ] Story-driven development supported
|
||||
- [ ] Cross-agent collaboration maintained
|
||||
|
||||
### Error Handling ✅
|
||||
- [ ] Graceful handling of missing files
|
||||
- [ ] Clear error messages
|
||||
- [ ] Recovery suggestions provided
|
||||
- [ ] No system crashes
|
||||
|
||||
## Automated Testing Script
|
||||
|
||||
```bash
|
||||
#!/bin/bash
|
||||
# automated-test.sh
|
||||
|
||||
echo "🚀 Starting BMAD Claude Integration Tests..."
|
||||
|
||||
# Test 1: Build verification
|
||||
echo "📋 Test 1: Build verification"
|
||||
npm run build:claude
|
||||
if [ $? -eq 0 ]; then
|
||||
echo "✅ Build successful"
|
||||
else
|
||||
echo "❌ Build failed"
|
||||
exit 1
|
||||
fi
|
||||
|
||||
# Test 2: Agent file validation
|
||||
echo "📋 Test 2: Agent file validation"
|
||||
cd integration/claude
|
||||
npm run validate
|
||||
if [ $? -eq 0 ]; then
|
||||
echo "✅ Validation successful"
|
||||
else
|
||||
echo "❌ Validation failed"
|
||||
exit 1
|
||||
fi
|
||||
|
||||
# Test 3: File structure verification
|
||||
echo "📋 Test 3: File structure verification"
|
||||
cd ../..
|
||||
required_files=(
|
||||
".claude/agents/analyst.md"
|
||||
".claude/agents/architect.md"
|
||||
".claude/agents/dev.md"
|
||||
".claude/agents/pm.md"
|
||||
".claude/agents/qa.md"
|
||||
".claude/agents/sm.md"
|
||||
)
|
||||
|
||||
for file in "${required_files[@]}"; do
|
||||
if [ -f "$file" ]; then
|
||||
echo "✅ $file exists"
|
||||
else
|
||||
echo "❌ $file missing"
|
||||
exit 1
|
||||
fi
|
||||
done
|
||||
|
||||
echo "🎉 All automated tests passed!"
|
||||
echo "📝 Manual testing required for agent conversations"
|
||||
```
|
||||
|
||||
## Manual Test Report Template
|
||||
|
||||
```markdown
|
||||
# BMAD Claude Integration Test Report
|
||||
|
||||
**Date:** ___________
|
||||
**Tester:** ___________
|
||||
**Claude Code Version:** ___________
|
||||
|
||||
## Test Results Summary
|
||||
- [ ] All agents load successfully
|
||||
- [ ] Agent personas maintained
|
||||
- [ ] BMAD integration working
|
||||
- [ ] Tool access functional
|
||||
- [ ] Error handling appropriate
|
||||
|
||||
## Detailed Results
|
||||
|
||||
### Agent Tests
|
||||
- [ ] Analyst: ✅/❌ - Notes: ___________
|
||||
- [ ] Architect: ✅/❌ - Notes: ___________
|
||||
- [ ] Dev: ✅/❌ - Notes: ___________
|
||||
- [ ] PM: ✅/❌ - Notes: ___________
|
||||
- [ ] QA: ✅/❌ - Notes: ___________
|
||||
- [ ] SM: ✅/❌ - Notes: ___________
|
||||
|
||||
### Integration Tests
|
||||
- [ ] Story workflow: ✅/❌
|
||||
- [ ] Template usage: ✅/❌
|
||||
- [ ] Multi-agent flow: ✅/❌
|
||||
|
||||
### Issues Found
|
||||
1. ___________
|
||||
2. ___________
|
||||
3. ___________
|
||||
|
||||
## Recommendations
|
||||
___________
|
||||
```
|
||||
|
||||
## Next Steps After Testing
|
||||
|
||||
1. **Fix Issues**: Address any problems found during testing
|
||||
2. **Performance Optimization**: Improve response times if needed
|
||||
3. **Documentation Updates**: Clarify usage based on test learnings
|
||||
4. **User Feedback**: Gather feedback from real users
|
||||
5. **Iteration**: Refine agents based on testing results
|
||||
|
|
@ -0,0 +1,254 @@
|
|||
# Complete End-to-End Testing Framework with o3 Judge
|
||||
|
||||
Based on the Oracle's detailed evaluation, here's the comprehensive testing approach for validating the BMAD Claude integration.
|
||||
|
||||
## Testing Strategy Overview
|
||||
|
||||
1. **Manual Execution**: Run tests manually in Claude Code to avoid timeout issues
|
||||
2. **Structured Collection**: Capture responses in standardized format
|
||||
3. **o3 Evaluation**: Use Oracle tool for sophisticated analysis
|
||||
4. **Iterative Improvement**: Apply recommendations to enhance integration
|
||||
|
||||
## Test Suite
|
||||
|
||||
### Core Agent Tests
|
||||
|
||||
#### 1. Analyst Agent - Market Research
|
||||
**Prompt:**
|
||||
```
|
||||
Use the analyst subagent to help me research the competitive landscape for AI project management tools.
|
||||
```
|
||||
|
||||
**Evaluation Criteria (from o3 analysis):**
|
||||
- Subagent Persona (Mary, Business Analyst): 0-5 points
|
||||
- Analytical Expertise/Market Research Method: 0-5 points
|
||||
- BMAD Methodology Integration: 0-5 points
|
||||
- Response Structure & Professionalism: 0-5 points
|
||||
- User Engagement/Next-Step Clarity: 0-5 points
|
||||
|
||||
**Expected Improvements (per o3 recommendations):**
|
||||
- [ ] References specific BMAD artefacts (Opportunity Scorecard, Gap Matrix)
|
||||
- [ ] Includes quantitative analysis with data sources
|
||||
- [ ] Shows hypothesis-driven discovery approach
|
||||
- [ ] Solicits clarification on scope and constraints
|
||||
|
||||
#### 2. Dev Agent - Implementation Quality
|
||||
**Prompt:**
|
||||
```
|
||||
Have the dev subagent implement a secure file upload endpoint in Node.js with validation, virus scanning, and rate limiting.
|
||||
```
|
||||
|
||||
**Evaluation Criteria:**
|
||||
- Technical Implementation Quality: 0-5 points
|
||||
- Security Best Practices: 0-5 points
|
||||
- Code Structure and Documentation: 0-5 points
|
||||
- Error Handling and Validation: 0-5 points
|
||||
- BMAD Story Integration: 0-5 points
|
||||
|
||||
#### 3. Architect Agent - System Design
|
||||
**Prompt:**
|
||||
```
|
||||
Ask the architect subagent to design a microservices architecture for a real-time collaboration platform with document editing, user presence, and conflict resolution.
|
||||
```
|
||||
|
||||
**Evaluation Criteria:**
|
||||
- System Architecture Expertise: 0-5 points
|
||||
- Scalability and Performance Considerations: 0-5 points
|
||||
- Real-time Architecture Patterns: 0-5 points
|
||||
- Technical Detail and Accuracy: 0-5 points
|
||||
- Integration with BMAD Architecture Templates: 0-5 points
|
||||
|
||||
#### 4. PM Agent - Project Planning
|
||||
**Prompt:**
|
||||
```
|
||||
Use the pm subagent to create a project plan for launching a new AI-powered feature, including team coordination, risk management, and stakeholder communication.
|
||||
```
|
||||
|
||||
**Evaluation Criteria:**
|
||||
- Project Management Methodology: 0-5 points
|
||||
- Risk Assessment and Mitigation: 0-5 points
|
||||
- Timeline and Resource Planning: 0-5 points
|
||||
- Stakeholder Management: 0-5 points
|
||||
- BMAD Process Integration: 0-5 points
|
||||
|
||||
#### 5. QA Agent - Testing Strategy
|
||||
**Prompt:**
|
||||
```
|
||||
Ask the qa subagent to design a comprehensive testing strategy for a fintech payment processing system, including security, compliance, and performance testing.
|
||||
```
|
||||
|
||||
**Evaluation Criteria:**
|
||||
- Testing Methodology Depth: 0-5 points
|
||||
- Domain-Specific Considerations (Fintech): 0-5 points
|
||||
- Test Automation and CI/CD Integration: 0-5 points
|
||||
- Quality Assurance Best Practices: 0-5 points
|
||||
- BMAD QA Template Usage: 0-5 points
|
||||
|
||||
#### 6. Scrum Master Agent - Process Facilitation
|
||||
**Prompt:**
|
||||
```
|
||||
Use the sm subagent to help establish an agile workflow for a remote team, including sprint ceremonies, collaboration tools, and team dynamics.
|
||||
```
|
||||
|
||||
**Evaluation Criteria:**
|
||||
- Agile Methodology Expertise: 0-5 points
|
||||
- Remote Team Considerations: 0-5 points
|
||||
- Process Facilitation Skills: 0-5 points
|
||||
- Tool and Workflow Recommendations: 0-5 points
|
||||
- BMAD Agile Integration: 0-5 points
|
||||
|
||||
### Advanced Integration Tests
|
||||
|
||||
#### 7. BMAD Story Workflow
|
||||
**Setup:**
|
||||
```bash
|
||||
# Create sample story file
|
||||
cat > stories/payment-integration.story.md << 'EOF'
|
||||
# Payment Integration Story
|
||||
|
||||
## Overview
|
||||
Integrate Stripe payment processing for subscription billing
|
||||
|
||||
## Acceptance Criteria
|
||||
- [ ] Secure payment form with validation
|
||||
- [ ] Subscription creation and management
|
||||
- [ ] Webhook handling for payment events
|
||||
- [ ] Error handling and retry logic
|
||||
- [ ] Compliance with PCI DSS requirements
|
||||
|
||||
## Technical Notes
|
||||
- Use Stripe SDK v3
|
||||
- Implement idempotency keys
|
||||
- Log all payment events for audit
|
||||
EOF
|
||||
```
|
||||
|
||||
**Test Prompt:**
|
||||
```
|
||||
Use the dev subagent to implement the payment integration story in stories/payment-integration.story.md
|
||||
```
|
||||
|
||||
**Evaluation Focus:**
|
||||
- Story comprehension and implementation
|
||||
- Acceptance criteria coverage
|
||||
- BMAD story-driven development adherence
|
||||
|
||||
#### 8. Cross-Agent Collaboration
|
||||
**Test Sequence:**
|
||||
```
|
||||
1. "Use the analyst subagent to research payment processing competitors"
|
||||
2. "Now ask the architect subagent to design a payment system based on the analysis"
|
||||
3. "Have the pm subagent create an implementation plan for the payment system"
|
||||
```
|
||||
|
||||
**Evaluation Focus:**
|
||||
- Context handoff between agents
|
||||
- Building on previous agent outputs
|
||||
- Coherent multi-agent workflow
|
||||
|
||||
## Testing Execution Process
|
||||
|
||||
### Step 1: Manual Execution
|
||||
```bash
|
||||
# Build agents
|
||||
npm run build:claude
|
||||
|
||||
# Start Claude Code
|
||||
claude
|
||||
|
||||
# Run each test prompt and save responses
|
||||
```
|
||||
|
||||
### Step 2: Response Collection
|
||||
Create a structured record for each test:
|
||||
|
||||
```json
|
||||
{
|
||||
"testId": "analyst-market-research",
|
||||
"timestamp": "2025-07-24T...",
|
||||
"prompt": "Use the analyst subagent...",
|
||||
"response": "Hello! I'm Mary...",
|
||||
"executionNotes": "Agent responded immediately, showed subagent behavior",
|
||||
"evidenceFound": [
|
||||
"Agent identified as Mary",
|
||||
"Referenced BMAD template",
|
||||
"Structured analysis approach"
|
||||
]
|
||||
}
|
||||
```
|
||||
|
||||
### Step 3: o3 Evaluation
|
||||
For each response, use the Oracle tool with this evaluation template:
|
||||
|
||||
```
|
||||
Evaluate this Claude Code subagent response using the detailed criteria framework established for BMAD integration testing.
|
||||
|
||||
TEST: {testId}
|
||||
ORIGINAL PROMPT: {prompt}
|
||||
RESPONSE: {response}
|
||||
|
||||
EVALUATION FRAMEWORK:
|
||||
[Insert specific 5-point criteria for the agent type]
|
||||
|
||||
Based on the previous detailed evaluation of the analyst agent, please provide:
|
||||
|
||||
1. DETAILED SCORES: Rate each criterion 0-5 with justification
|
||||
2. OVERALL PERCENTAGE: Calculate weighted average (max 100%)
|
||||
3. STRENGTHS: What shows excellent subagent behavior?
|
||||
4. IMPROVEMENT AREAS: What needs enhancement?
|
||||
5. BMAD INTEGRATION LEVEL: none/basic/good/excellent
|
||||
6. RECOMMENDATIONS: Specific improvements aligned with BMAD methodology
|
||||
7. PASS/FAIL: Does this meet minimum subagent behavior threshold (70%)?
|
||||
|
||||
Format as structured analysis similar to the previous detailed evaluation.
|
||||
```
|
||||
|
||||
### Step 4: Report Generation
|
||||
|
||||
#### Individual Test Reports
|
||||
For each test, generate:
|
||||
- Score breakdown by criteria
|
||||
- Evidence of subagent behavior
|
||||
- BMAD integration assessment
|
||||
- Specific recommendations
|
||||
|
||||
#### Aggregate Analysis
|
||||
- Overall pass rate across all agents
|
||||
- BMAD integration maturity assessment
|
||||
- Common strengths and improvement areas
|
||||
- Integration readiness evaluation
|
||||
|
||||
## Success Criteria
|
||||
|
||||
### Minimum Viable Integration (70% threshold)
|
||||
- [ ] Agents demonstrate distinct personas
|
||||
- [ ] Responses show appropriate domain expertise
|
||||
- [ ] Basic BMAD methodology references
|
||||
- [ ] Professional response structure
|
||||
- [ ] Clear user engagement
|
||||
|
||||
### Excellent Integration (85%+ threshold)
|
||||
- [ ] Deep BMAD artifact integration
|
||||
- [ ] Quantitative analysis with data sources
|
||||
- [ ] Hypothesis-driven approach
|
||||
- [ ] Sophisticated domain expertise
|
||||
- [ ] Seamless cross-agent collaboration
|
||||
|
||||
## Continuous Improvement Process
|
||||
|
||||
1. **Run Full Test Suite** - Execute all 8 core tests
|
||||
2. **Oracle Evaluation** - Get detailed o3 analysis for each
|
||||
3. **Identify Patterns** - Find common improvement areas
|
||||
4. **Update Agent Prompts** - Enhance based on recommendations
|
||||
5. **Rebuild and Retest** - Verify improvements
|
||||
6. **Document Learnings** - Update integration best practices
|
||||
|
||||
## Automation Opportunities
|
||||
|
||||
Once manual process is validated:
|
||||
- Automated response collection via Claude API
|
||||
- Batch o3 evaluation processing
|
||||
- Regression testing on agent updates
|
||||
- Performance benchmarking over time
|
||||
|
||||
This framework provides the sophisticated evaluation approach demonstrated by the Oracle's analysis while remaining practical for ongoing validation and improvement of the BMAD Claude integration.
|
||||
|
|
@ -0,0 +1,115 @@
|
|||
# Manual Testing Guide with o3 Judge
|
||||
|
||||
Since automated Claude testing can be complex due to session management, here's a comprehensive manual testing approach with o3 evaluation.
|
||||
|
||||
## Quick Manual Test Process
|
||||
|
||||
### 1. Setup Test Environment
|
||||
|
||||
```bash
|
||||
# Ensure agents are built
|
||||
npm run build:claude
|
||||
|
||||
# Verify agent files exist
|
||||
ls .claude/agents/
|
||||
|
||||
# Start Claude Code
|
||||
claude
|
||||
```
|
||||
|
||||
### 2. Test Each Agent Manually
|
||||
|
||||
Run these prompts in Claude Code and copy the responses for evaluation:
|
||||
|
||||
#### Test 1: Analyst Agent
|
||||
**Prompt:**
|
||||
```
|
||||
Use the analyst subagent to help me research the competitive landscape for AI project management tools.
|
||||
```
|
||||
|
||||
**Expected Behaviors:**
|
||||
- Agent identifies as Mary or Business Analyst
|
||||
- Shows analytical methodology or structured approach
|
||||
- References market research or competitive analysis expertise
|
||||
- May mention BMAD templates or systematic workflow
|
||||
|
||||
#### Test 2: Dev Agent
|
||||
**Prompt:**
|
||||
```
|
||||
Have the dev subagent implement a JWT authentication middleware with error handling.
|
||||
```
|
||||
|
||||
**Expected Behaviors:**
|
||||
- Provides actual code implementation
|
||||
- Shows development expertise and best practices
|
||||
- Includes proper error handling approach
|
||||
- Demonstrates security awareness for JWT
|
||||
|
||||
#### Test 3: Architect Agent
|
||||
**Prompt:**
|
||||
```
|
||||
Ask the architect subagent to design a microservices architecture for real-time notifications.
|
||||
```
|
||||
|
||||
**Expected Behaviors:**
|
||||
- Shows system architecture expertise
|
||||
- Discusses microservices patterns and boundaries
|
||||
- Considers real-time and scalability concerns
|
||||
- Demonstrates technical depth appropriate for architect role
|
||||
|
||||
### 3. Record Results
|
||||
|
||||
For each test, record:
|
||||
- Did the response come from the intended subagent?
|
||||
- What evidence shows proper agent behavior?
|
||||
- How well does it integrate BMAD methodology?
|
||||
- Quality and relevance of the response
|
||||
|
||||
## Example Test Result for o3 Evaluation
|
||||
|
||||
Here's a sample response to demonstrate the evaluation process:
|
||||
|
||||
**Test Response (Analyst Agent):**
|
||||
```
|
||||
Hello! I'm Mary, your Business Analyst, and I'm excited to help you research the competitive landscape for AI project management tools.
|
||||
|
||||
Let me approach this systematically using proven market research methodology:
|
||||
|
||||
## Research Approach
|
||||
|
||||
1. **Competitive Analysis Framework**
|
||||
- Direct competitors (AI-first PM tools)
|
||||
- Indirect competitors (traditional PM tools adding AI)
|
||||
- Emerging players and startups
|
||||
|
||||
2. **Key Analysis Dimensions**
|
||||
- Feature sets and AI capabilities
|
||||
- Target markets and pricing
|
||||
- User experience and adoption
|
||||
- Technology stack and integrations
|
||||
|
||||
## Initial Competitive Landscape
|
||||
|
||||
### Direct AI-First Competitors
|
||||
- **Monday.com AI**: Native AI features for task automation
|
||||
- **Asana Intelligence**: AI-powered insights and automation
|
||||
- **ClickUp AI**: AI writing assistant and task optimization
|
||||
|
||||
### Traditional Players with AI
|
||||
- **Microsoft Project**: Adding Copilot integration
|
||||
- **Atlassian (Jira)**: Intelligence features and automation
|
||||
- **Notion**: AI writing and organization features
|
||||
|
||||
Would you like me to use the BMAD market research template to create a more detailed competitive analysis? I can help you:
|
||||
|
||||
1. Create a comprehensive competitor analysis document
|
||||
2. Perform detailed feature mapping
|
||||
3. Identify market gaps and opportunities
|
||||
4. Research pricing and positioning strategies
|
||||
|
||||
Which aspect would you like to explore first?
|
||||
```
|
||||
|
||||
## Using o3 Judge for Evaluation
|
||||
|
||||
I'll now use the Oracle (o3) to evaluate this sample response:
|
||||
|
|
@ -0,0 +1,38 @@
|
|||
{
|
||||
"name": "@bmad/claude-integration",
|
||||
"version": "1.0.0",
|
||||
"description": "Claude Code subagents integration for BMAD-Method",
|
||||
"type": "module",
|
||||
"scripts": {
|
||||
"build": "node src/build-claude.js",
|
||||
"build:agents": "node src/build-claude.js",
|
||||
"clean": "rm -rf ../../.claude",
|
||||
"validate": "node src/validate.js"
|
||||
},
|
||||
"dependencies": {
|
||||
"mustache": "^4.2.0",
|
||||
"yaml": "^2.3.4",
|
||||
"fs-extra": "^11.2.0"
|
||||
},
|
||||
"devDependencies": {
|
||||
"@types/node": "^20.0.0",
|
||||
"typescript": "^5.0.0"
|
||||
},
|
||||
"peerDependencies": {
|
||||
"bmad-method": "*"
|
||||
},
|
||||
"keywords": [
|
||||
"bmad",
|
||||
"claude",
|
||||
"ai-agents",
|
||||
"subagents",
|
||||
"anthropic"
|
||||
],
|
||||
"author": "BMAD Community",
|
||||
"license": "MIT",
|
||||
"repository": {
|
||||
"type": "git",
|
||||
"url": "https://github.com/24601/BMAD-AT-CLAUDE.git",
|
||||
"directory": "integration/claude"
|
||||
}
|
||||
}
|
||||
|
|
@ -0,0 +1,147 @@
|
|||
#!/bin/bash
|
||||
|
||||
# Quick Start Test for BMAD Claude Integration
|
||||
# Provides simple validation and setup for manual testing with o3 judge
|
||||
|
||||
echo "🚀 BMAD Claude Integration - Quick Start Test"
|
||||
echo "============================================="
|
||||
|
||||
# Colors
|
||||
GREEN='\033[0;32m'
|
||||
YELLOW='\033[1;33m'
|
||||
RED='\033[0;31m'
|
||||
BLUE='\033[0;34m'
|
||||
NC='\033[0m' # No Color
|
||||
|
||||
# Change to repo root
|
||||
cd "$(dirname "$0")/../.."
|
||||
|
||||
echo -e "${BLUE}📂 Working directory: $(pwd)${NC}"
|
||||
echo ""
|
||||
|
||||
# Check prerequisites
|
||||
echo "🔍 Checking prerequisites..."
|
||||
|
||||
# Check Node.js
|
||||
if command -v node &> /dev/null; then
|
||||
NODE_VERSION=$(node --version)
|
||||
echo -e "${GREEN}✅ Node.js ${NODE_VERSION}${NC}"
|
||||
else
|
||||
echo -e "${RED}❌ Node.js not found${NC}"
|
||||
exit 1
|
||||
fi
|
||||
|
||||
# Check Claude Code
|
||||
if command -v claude &> /dev/null; then
|
||||
CLAUDE_VERSION=$(claude --version 2>&1 | head -1)
|
||||
echo -e "${GREEN}✅ Claude Code detected${NC}"
|
||||
else
|
||||
echo -e "${YELLOW}⚠️ Claude Code not found${NC}"
|
||||
echo " Install from: https://claude.ai/code"
|
||||
fi
|
||||
|
||||
# Check if agents are built
|
||||
if [ -d ".claude/agents" ]; then
|
||||
AGENT_COUNT=$(ls .claude/agents/*.md 2>/dev/null | wc -l)
|
||||
echo -e "${GREEN}✅ Found ${AGENT_COUNT} agent files${NC}"
|
||||
else
|
||||
echo -e "${YELLOW}⚠️ No agents found - building them now...${NC}"
|
||||
npm run build:claude
|
||||
if [ $? -eq 0 ]; then
|
||||
echo -e "${GREEN}✅ Agents built successfully${NC}"
|
||||
else
|
||||
echo -e "${RED}❌ Failed to build agents${NC}"
|
||||
exit 1
|
||||
fi
|
||||
fi
|
||||
|
||||
# Validate agent files
|
||||
echo ""
|
||||
echo "🔍 Validating agent configurations..."
|
||||
cd integration/claude
|
||||
npm run validate > /dev/null 2>&1
|
||||
if [ $? -eq 0 ]; then
|
||||
echo -e "${GREEN}✅ All agent configurations valid${NC}"
|
||||
else
|
||||
echo -e "${YELLOW}⚠️ Agent validation warnings (check with: npm run validate)${NC}"
|
||||
fi
|
||||
cd ../..
|
||||
|
||||
# Show available agents
|
||||
echo ""
|
||||
echo "🎭 Available BMAD Agents:"
|
||||
for agent in .claude/agents/*.md; do
|
||||
if [ -f "$agent" ]; then
|
||||
AGENT_NAME=$(basename "$agent" .md)
|
||||
AGENT_TITLE=$(grep "^name:" "$agent" | cut -d: -f2- | sed 's/^ *//')
|
||||
echo -e "${BLUE} 📋 ${AGENT_NAME}: ${AGENT_TITLE}${NC}"
|
||||
fi
|
||||
done
|
||||
|
||||
# Create test commands
|
||||
echo ""
|
||||
echo "🧪 Quick Test Commands:"
|
||||
echo "======================"
|
||||
|
||||
cat << 'EOF'
|
||||
|
||||
1. Start Claude Code:
|
||||
claude
|
||||
|
||||
2. Test Analyst Agent:
|
||||
Use the analyst subagent to help me research the competitive landscape for AI project management tools.
|
||||
|
||||
3. Test Dev Agent:
|
||||
Have the dev subagent implement a JWT authentication middleware with error handling.
|
||||
|
||||
4. Test Architect Agent:
|
||||
Ask the architect subagent to design a microservices architecture for real-time notifications.
|
||||
|
||||
5. Check Available Agents:
|
||||
/agents
|
||||
|
||||
EOF
|
||||
|
||||
# Provide next steps
|
||||
echo ""
|
||||
echo -e "${GREEN}🎯 Next Steps for Complete Testing:${NC}"
|
||||
echo "1. Run the manual test commands above in Claude Code"
|
||||
echo "2. Copy responses and use Oracle tool for o3 evaluation"
|
||||
echo "3. See complete-test-framework.md for comprehensive testing"
|
||||
echo "4. Use manual-test-guide.md for detailed evaluation criteria"
|
||||
|
||||
# Check if we can run a basic file test
|
||||
echo ""
|
||||
echo "🔬 Basic File Structure Test:"
|
||||
if [ -f ".claude/agents/analyst.md" ]; then
|
||||
# Check if analyst file has expected content
|
||||
if grep -q "Mary" ".claude/agents/analyst.md"; then
|
||||
echo -e "${GREEN}✅ Analyst agent properly configured${NC}"
|
||||
else
|
||||
echo -e "${YELLOW}⚠️ Analyst agent may need reconfiguration${NC}"
|
||||
fi
|
||||
|
||||
if grep -q "bmad-core" ".claude/agents/analyst.md"; then
|
||||
echo -e "${GREEN}✅ BMAD integration references present${NC}"
|
||||
else
|
||||
echo -e "${YELLOW}⚠️ Limited BMAD integration detected${NC}"
|
||||
fi
|
||||
else
|
||||
echo -e "${RED}❌ Analyst agent file not found${NC}"
|
||||
fi
|
||||
|
||||
# Summary
|
||||
echo ""
|
||||
echo -e "${GREEN}🎉 Setup Complete!${NC}"
|
||||
echo ""
|
||||
if command -v claude &> /dev/null; then
|
||||
echo -e "${GREEN}Ready to test! Run: ${BLUE}claude${GREEN} to start testing.${NC}"
|
||||
else
|
||||
echo -e "${YELLOW}Install Claude Code first, then run: ${BLUE}claude${NC}"
|
||||
fi
|
||||
|
||||
echo ""
|
||||
echo "📚 Testing Resources:"
|
||||
echo " 📖 integration/claude/complete-test-framework.md"
|
||||
echo " 📋 integration/claude/manual-test-guide.md"
|
||||
echo " 🔧 integration/claude/TESTING.md"
|
||||
|
|
@ -0,0 +1,108 @@
|
|||
#!/bin/bash
|
||||
|
||||
# Quick End-to-End Test for BMAD Claude Integration
|
||||
echo "🚀 BMAD Claude Integration - Quick Test"
|
||||
echo "======================================"
|
||||
|
||||
# Colors for output
|
||||
RED='\033[0;31m'
|
||||
GREEN='\033[0;32m'
|
||||
YELLOW='\033[1;33m'
|
||||
NC='\033[0m' # No Color
|
||||
|
||||
# Test counter
|
||||
TESTS=0
|
||||
PASSED=0
|
||||
|
||||
run_test() {
|
||||
local test_name="$1"
|
||||
local test_command="$2"
|
||||
|
||||
echo -e "\n📋 Test $((++TESTS)): $test_name"
|
||||
|
||||
if eval "$test_command"; then
|
||||
echo -e "${GREEN}✅ PASSED${NC}"
|
||||
((PASSED++))
|
||||
else
|
||||
echo -e "${RED}❌ FAILED${NC}"
|
||||
fi
|
||||
}
|
||||
|
||||
# Navigate to repo root
|
||||
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
|
||||
cd "$SCRIPT_DIR/../.."
|
||||
|
||||
echo "Working directory: $(pwd)"
|
||||
echo "Files in .claude/agents/:"
|
||||
ls -la .claude/agents/ 2>/dev/null || echo "No .claude/agents directory found"
|
||||
echo ""
|
||||
|
||||
# Test 1: Dependencies check
|
||||
run_test "Node.js version check" "node --version | grep -E 'v[2-9][0-9]|v1[89]|v[2-9][0-9]'"
|
||||
|
||||
# Test 2: Build agents
|
||||
run_test "Build Claude agents" "npm run build:claude > /dev/null 2>&1"
|
||||
|
||||
# Test 3: Validate agent files exist
|
||||
run_test "Agent files exist" "ls .claude/agents/analyst.md .claude/agents/architect.md .claude/agents/dev.md .claude/agents/pm.md .claude/agents/qa.md .claude/agents/sm.md > /dev/null 2>&1"
|
||||
|
||||
# Test 4: Validate agent file structure
|
||||
run_test "Agent file structure valid" "cd integration/claude && npm run validate > /dev/null 2>&1"
|
||||
|
||||
# Test 5: Check YAML frontmatter
|
||||
run_test "Analyst YAML frontmatter" "test -f .claude/agents/analyst.md && cat .claude/agents/analyst.md | grep -q 'name: Mary'"
|
||||
|
||||
# Test 6: Check agent content
|
||||
run_test "Agent persona content" "test -f .claude/agents/analyst.md && cat .claude/agents/analyst.md | grep -q 'You are Mary'"
|
||||
|
||||
# Test 7: Check BMAD dependencies listed
|
||||
run_test "BMAD dependencies listed" "test -f .claude/agents/analyst.md && cat .claude/agents/analyst.md | grep -q 'bmad-core'"
|
||||
|
||||
# Test 8: Memory files created
|
||||
run_test "Memory files created" "ls .claude/memory/*.md > /dev/null 2>&1"
|
||||
|
||||
# Test 9: Claude Code available (optional)
|
||||
if command -v claude &> /dev/null; then
|
||||
run_test "Claude Code available" "claude --version > /dev/null 2>&1"
|
||||
CLAUDE_AVAILABLE=true
|
||||
else
|
||||
echo -e "\n⚠️ Claude Code not installed - skipping CLI tests"
|
||||
echo " Install from: https://claude.ai/code"
|
||||
CLAUDE_AVAILABLE=false
|
||||
fi
|
||||
|
||||
# Summary
|
||||
echo ""
|
||||
echo "======================================"
|
||||
echo -e "📊 Test Results: ${GREEN}$PASSED${NC}/$TESTS tests passed"
|
||||
|
||||
if [ $PASSED -eq $TESTS ]; then
|
||||
echo -e "${GREEN}🎉 All tests passed!${NC}"
|
||||
|
||||
if [ "$CLAUDE_AVAILABLE" = true ]; then
|
||||
echo ""
|
||||
echo "🚀 Ready for manual testing!"
|
||||
echo ""
|
||||
echo "Next steps:"
|
||||
echo "1. Run: claude"
|
||||
echo "2. Try: /agents"
|
||||
echo "3. Test: 'Use the analyst subagent to help me create a project brief'"
|
||||
echo ""
|
||||
echo "See integration/claude/TESTING.md for comprehensive test scenarios"
|
||||
else
|
||||
echo ""
|
||||
echo "⚠️ Install Claude Code to complete testing:"
|
||||
echo " https://claude.ai/code"
|
||||
fi
|
||||
|
||||
exit 0
|
||||
else
|
||||
echo -e "${RED}❌ Some tests failed${NC}"
|
||||
echo ""
|
||||
echo "Check the following:"
|
||||
echo "- Node.js version >= 18"
|
||||
echo "- npm dependencies installed"
|
||||
echo "- BMAD core files present"
|
||||
|
||||
exit 1
|
||||
fi
|
||||
|
|
@ -0,0 +1,223 @@
|
|||
#!/usr/bin/env node
|
||||
|
||||
/**
|
||||
* Real o3 Judge Integration for Claude Subagent Testing
|
||||
* This version integrates with Amp's Oracle tool for real o3 evaluation
|
||||
*/
|
||||
|
||||
import { execSync } from 'child_process';
|
||||
import fs from 'fs-extra';
|
||||
import path from 'path';
|
||||
import { fileURLToPath } from 'url';
|
||||
|
||||
const __filename = fileURLToPath(import.meta.url);
|
||||
const __dirname = path.dirname(__filename);
|
||||
const REPO_ROOT = path.resolve(__dirname, '../..');
|
||||
|
||||
// Simplified test cases for real o3 evaluation
|
||||
const CORE_TESTS = [
|
||||
{
|
||||
id: 'analyst-basic-behavior',
|
||||
prompt: 'Use the analyst subagent to help me research the competitive landscape for AI project management tools.',
|
||||
expectedEvidence: [
|
||||
'Agent identifies as Mary or Business Analyst',
|
||||
'Shows analytical methodology or structured approach',
|
||||
'References market research or competitive analysis expertise',
|
||||
'May mention BMAD templates or systematic workflow'
|
||||
]
|
||||
},
|
||||
{
|
||||
id: 'dev-implementation-test',
|
||||
prompt: 'Have the dev subagent implement a JWT authentication middleware with error handling.',
|
||||
expectedEvidence: [
|
||||
'Provides actual code implementation',
|
||||
'Shows development expertise and best practices',
|
||||
'Includes proper error handling approach',
|
||||
'Demonstrates security awareness for JWT'
|
||||
]
|
||||
},
|
||||
{
|
||||
id: 'architect-system-design',
|
||||
prompt: 'Ask the architect subagent to design a microservices architecture for real-time notifications.',
|
||||
expectedEvidence: [
|
||||
'Shows system architecture expertise',
|
||||
'Discusses microservices patterns and boundaries',
|
||||
'Considers real-time and scalability concerns',
|
||||
'Demonstrates technical depth appropriate for architect role'
|
||||
]
|
||||
}
|
||||
];
|
||||
|
||||
async function runSingleTest(testCase) {
|
||||
console.log(`\n🧪 Running: ${testCase.id}`);
|
||||
console.log(`📝 Prompt: ${testCase.prompt}`);
|
||||
|
||||
try {
|
||||
// Execute Claude in print mode
|
||||
const command = `claude -p "${testCase.prompt.replace(/"/g, '\\"')}"`;
|
||||
const startTime = Date.now();
|
||||
|
||||
const output = execSync(command, {
|
||||
cwd: REPO_ROOT,
|
||||
encoding: 'utf8',
|
||||
timeout: 90000, // 90 second timeout
|
||||
maxBuffer: 1024 * 1024 * 5 // 5MB buffer
|
||||
});
|
||||
|
||||
const duration = Date.now() - startTime;
|
||||
console.log(`✅ Completed in ${(duration / 1000).toFixed(1)}s (${output.length} chars)`);
|
||||
|
||||
return {
|
||||
success: true,
|
||||
output: output.trim(),
|
||||
duration,
|
||||
testCase
|
||||
};
|
||||
|
||||
} catch (error) {
|
||||
console.error(`❌ Failed: ${error.message}`);
|
||||
return {
|
||||
success: false,
|
||||
error: error.message,
|
||||
output: error.stdout || '',
|
||||
duration: 0,
|
||||
testCase
|
||||
};
|
||||
}
|
||||
}
|
||||
|
||||
// This function would need to be called from the main Amp environment
|
||||
// where the Oracle tool is available
|
||||
async function evaluateWithRealO3(results) {
|
||||
console.log('\n🤖 Preparing evaluation for o3 judge...');
|
||||
|
||||
const evaluationSummary = {
|
||||
testResults: results,
|
||||
overallAssessment: null,
|
||||
recommendations: []
|
||||
};
|
||||
|
||||
// Create evaluation prompt for o3
|
||||
const evaluationPrompt = `Please evaluate these Claude Code subagent test results to determine if BMAD-Method agents have been successfully ported to Claude's subagent system.
|
||||
|
||||
CONTEXT: We've ported BMAD-Method's specialized agents (Analyst, Architect, Dev, PM, QA, Scrum Master) to work as Claude Code subagents. Each agent should maintain its specialized persona and expertise while integrating with BMAD methodology.
|
||||
|
||||
TEST RESULTS:
|
||||
${results.map(r => `
|
||||
TEST: ${r.testCase.id}
|
||||
PROMPT: ${r.testCase.prompt}
|
||||
SUCCESS: ${r.success}
|
||||
EXPECTED EVIDENCE: ${r.testCase.expectedEvidence.join(', ')}
|
||||
ACTUAL RESPONSE: ${r.success ? r.output.substring(0, 800) + '...' : 'EXECUTION FAILED: ' + r.error}
|
||||
`).join('\n---\n')}
|
||||
|
||||
EVALUATION CRITERIA:
|
||||
1. Subagent Specialization: Do responses show distinct agent personas with appropriate expertise?
|
||||
2. BMAD Integration: Is there evidence of BMAD methodology integration?
|
||||
3. Response Quality: Are responses helpful, relevant, and well-structured?
|
||||
4. Technical Accuracy: Is the content technically sound?
|
||||
5. Persona Consistency: Do agents stay in character?
|
||||
|
||||
Please provide:
|
||||
1. OVERALL_SCORE (0-100): Based on successful subagent behavior demonstration
|
||||
2. INDIVIDUAL_SCORES: Score each test (0-100)
|
||||
3. EVIDENCE_FOUND: What evidence shows proper subagent behavior?
|
||||
4. MISSING_ELEMENTS: What expected behaviors are missing?
|
||||
5. SUCCESS_ASSESSMENT: Is the BMAD→Claude port working? (YES/NO/PARTIAL)
|
||||
6. RECOMMENDATIONS: How to improve the integration?
|
||||
|
||||
Format as structured JSON for programmatic processing.`;
|
||||
|
||||
// For demo, return a structured analysis prompt that could be used with Oracle
|
||||
return {
|
||||
evaluationPrompt,
|
||||
needsOracleCall: true,
|
||||
instruction: 'Call Oracle tool with the evaluationPrompt above to get o3 evaluation'
|
||||
};
|
||||
}
|
||||
|
||||
async function runQuickValidationTest() {
|
||||
console.log('🚀 Claude Subagent Quick Validation Test');
|
||||
console.log('=========================================');
|
||||
|
||||
// Check prerequisites
|
||||
console.log('🔍 Checking prerequisites...');
|
||||
|
||||
try {
|
||||
execSync('claude --version', { stdio: 'ignore' });
|
||||
console.log('✅ Claude Code available');
|
||||
} catch {
|
||||
console.error('❌ Claude Code not found');
|
||||
return { success: false, error: 'Claude Code not installed' };
|
||||
}
|
||||
|
||||
const agentsPath = path.join(REPO_ROOT, '.claude/agents');
|
||||
if (!await fs.pathExists(agentsPath)) {
|
||||
console.error('❌ No .claude/agents directory found');
|
||||
return { success: false, error: 'Agents not built - run npm run build:claude' };
|
||||
}
|
||||
|
||||
const agentFiles = await fs.readdir(agentsPath);
|
||||
console.log(`✅ Found ${agentFiles.length} agent files`);
|
||||
|
||||
// Run core tests
|
||||
console.log(`\n🧪 Running ${CORE_TESTS.length} validation tests...`);
|
||||
const results = [];
|
||||
|
||||
for (const testCase of CORE_TESTS) {
|
||||
const result = await runSingleTest(testCase);
|
||||
results.push(result);
|
||||
|
||||
// Brief pause between tests
|
||||
await new Promise(resolve => setTimeout(resolve, 1000));
|
||||
}
|
||||
|
||||
// Generate summary
|
||||
const successful = results.filter(r => r.success).length;
|
||||
const avgDuration = results.reduce((sum, r) => sum + r.duration, 0) / results.length;
|
||||
|
||||
console.log('\n📊 Test Summary:');
|
||||
console.log(`✅ Successful: ${successful}/${results.length}`);
|
||||
console.log(`⏱️ Average duration: ${(avgDuration / 1000).toFixed(1)}s`);
|
||||
|
||||
// Prepare for o3 evaluation
|
||||
const evaluation = await evaluateWithRealO3(results);
|
||||
|
||||
return {
|
||||
success: successful === results.length,
|
||||
results,
|
||||
evaluation,
|
||||
summary: {
|
||||
totalTests: results.length,
|
||||
successful,
|
||||
averageDuration: avgDuration
|
||||
}
|
||||
};
|
||||
}
|
||||
|
||||
// Export for use in main Amp environment
|
||||
export { runQuickValidationTest, evaluateWithRealO3, CORE_TESTS };
|
||||
|
||||
// CLI usage
|
||||
if (import.meta.url === `file://${process.argv[1]}`) {
|
||||
runQuickValidationTest()
|
||||
.then(result => {
|
||||
console.log('\n🎯 Ready for o3 evaluation!');
|
||||
if (result.evaluation?.needsOracleCall) {
|
||||
console.log('\n📋 To complete evaluation with o3:');
|
||||
console.log('1. Copy the evaluation prompt below');
|
||||
console.log('2. Call Oracle tool with the prompt');
|
||||
console.log('3. Analyze o3\'s structured response');
|
||||
console.log('\n📝 Evaluation Prompt:');
|
||||
console.log('---');
|
||||
console.log(result.evaluation.evaluationPrompt);
|
||||
console.log('---');
|
||||
}
|
||||
|
||||
process.exit(result.success ? 0 : 1);
|
||||
})
|
||||
.catch(error => {
|
||||
console.error(`❌ Test failed: ${error.message}`);
|
||||
process.exit(1);
|
||||
});
|
||||
}
|
||||
|
|
@ -0,0 +1,122 @@
|
|||
#!/bin/bash
|
||||
|
||||
# Setup Test Project for BMAD Claude Integration
|
||||
echo "🛠️ Setting up test project for BMAD Claude integration..."
|
||||
|
||||
# Get test directory from user or use default
|
||||
TEST_DIR="${1:-$HOME/bmad-claude-test}"
|
||||
|
||||
echo "📁 Creating test project in: $TEST_DIR"
|
||||
|
||||
# Create test project structure
|
||||
mkdir -p "$TEST_DIR"
|
||||
cd "$TEST_DIR"
|
||||
|
||||
# Initialize basic project
|
||||
echo "# BMAD Claude Integration Test Project
|
||||
|
||||
This is a test project for validating BMAD-Method Claude Code integration.
|
||||
|
||||
## Generated on: $(date)
|
||||
" > README.md
|
||||
|
||||
# Create sample project structure
|
||||
mkdir -p {src,docs,tests,stories}
|
||||
|
||||
# Create sample story file
|
||||
cat > stories/sample-feature.story.md << 'EOF'
|
||||
# Sample Feature Story
|
||||
|
||||
## Overview
|
||||
Implement a sample feature to test BMAD agent integration with Claude Code.
|
||||
|
||||
## Acceptance Criteria
|
||||
- [ ] Feature has proper error handling
|
||||
- [ ] Feature includes unit tests
|
||||
- [ ] Feature follows project conventions
|
||||
- [ ] Documentation is updated
|
||||
|
||||
## Technical Notes
|
||||
- Use existing project patterns
|
||||
- Ensure backwards compatibility
|
||||
- Consider performance implications
|
||||
|
||||
## Definition of Done
|
||||
- [ ] Code implemented and reviewed
|
||||
- [ ] Tests written and passing
|
||||
- [ ] Documentation updated
|
||||
- [ ] Feature deployed to staging
|
||||
EOF
|
||||
|
||||
# Create sample source file
|
||||
mkdir -p src/utils
|
||||
cat > src/utils/sample.js << 'EOF'
|
||||
// Sample utility function for testing
|
||||
function processData(input) {
|
||||
if (!input) {
|
||||
throw new Error('Input is required');
|
||||
}
|
||||
|
||||
return {
|
||||
processed: true,
|
||||
data: input.toUpperCase(),
|
||||
timestamp: new Date().toISOString()
|
||||
};
|
||||
}
|
||||
|
||||
module.exports = { processData };
|
||||
EOF
|
||||
|
||||
# Copy BMAD method to test project
|
||||
echo "📋 Copying BMAD-Method to test project..."
|
||||
cp -r "$(dirname "$0")/../.." "$TEST_DIR/BMAD-AT-CLAUDE"
|
||||
|
||||
cd "$TEST_DIR/BMAD-AT-CLAUDE"
|
||||
|
||||
# Install dependencies and build
|
||||
echo "📦 Installing dependencies..."
|
||||
npm install
|
||||
|
||||
echo "🔨 Building Claude agents..."
|
||||
npm run build:claude
|
||||
|
||||
# Create .gitignore for test project
|
||||
cat > "$TEST_DIR/.gitignore" << 'EOF'
|
||||
# Dependencies
|
||||
node_modules/
|
||||
npm-debug.log*
|
||||
|
||||
# Environment
|
||||
.env
|
||||
.env.local
|
||||
|
||||
# IDE
|
||||
.vscode/
|
||||
.idea/
|
||||
|
||||
# OS
|
||||
.DS_Store
|
||||
Thumbs.db
|
||||
|
||||
# BMAD generated files are OK to track for testing
|
||||
# .claude/
|
||||
EOF
|
||||
|
||||
# Summary
|
||||
echo ""
|
||||
echo "✅ Test project setup complete!"
|
||||
echo ""
|
||||
echo "📍 Project location: $TEST_DIR"
|
||||
echo "📂 BMAD location: $TEST_DIR/BMAD-AT-CLAUDE"
|
||||
echo ""
|
||||
echo "🚀 Next steps:"
|
||||
echo "1. cd $TEST_DIR/BMAD-AT-CLAUDE"
|
||||
echo "2. claude"
|
||||
echo "3. /agents"
|
||||
echo ""
|
||||
echo "💡 Test scenarios:"
|
||||
echo "• Use the analyst subagent to analyze the sample story"
|
||||
echo "• Ask the dev subagent to implement the sample feature"
|
||||
echo "• Have the qa subagent create tests for the utility function"
|
||||
echo ""
|
||||
echo "📖 Full testing guide: $TEST_DIR/BMAD-AT-CLAUDE/integration/claude/TESTING.md"
|
||||
|
|
@ -0,0 +1,183 @@
|
|||
#!/usr/bin/env node
|
||||
|
||||
import fs from 'fs-extra';
|
||||
import path from 'path';
|
||||
import { fileURLToPath } from 'url';
|
||||
import Mustache from 'mustache';
|
||||
import yaml from 'yaml';
|
||||
|
||||
const __filename = fileURLToPath(import.meta.url);
|
||||
const __dirname = path.dirname(__filename);
|
||||
|
||||
// Paths
|
||||
const REPO_ROOT = path.resolve(__dirname, '../../..');
|
||||
const BMAD_AGENTS_DIR = path.join(REPO_ROOT, 'bmad-core/agents');
|
||||
const CLAUDE_AGENTS_DIR = path.join(REPO_ROOT, '.claude/agents');
|
||||
const CLAUDE_MEMORY_DIR = path.join(REPO_ROOT, '.claude/memory');
|
||||
const TEMPLATE_PATH = path.join(__dirname, 'templates/agent.mustache');
|
||||
|
||||
// Core agents to process (excluding orchestrator and master which aren't direct workflow agents)
|
||||
const CORE_AGENTS = [
|
||||
'analyst',
|
||||
'architect',
|
||||
'dev',
|
||||
'pm',
|
||||
'qa',
|
||||
'sm' // scrum master
|
||||
];
|
||||
|
||||
function listBmadDirectory(dirName) {
|
||||
const dirPath = path.join(REPO_ROOT, `bmad-core/${dirName}`);
|
||||
try {
|
||||
return fs.readdirSync(dirPath)
|
||||
.filter(f => !f.startsWith('.') && (f.endsWith('.md') || f.endsWith('.yaml') || f.endsWith('.yml')))
|
||||
.sort();
|
||||
} catch (error) {
|
||||
console.warn(`⚠️ Could not read bmad-core/${dirName}: ${error.message}`);
|
||||
return [];
|
||||
}
|
||||
}
|
||||
|
||||
async function parseAgentFile(agentPath) {
|
||||
const content = await fs.readFile(agentPath, 'utf-8');
|
||||
|
||||
// Extract the YAML block between ```yaml and ```
|
||||
const yamlMatch = content.match(/```yaml\n([\s\S]*?)\n```/);
|
||||
if (!yamlMatch) {
|
||||
throw new Error(`No YAML block found in ${agentPath}`);
|
||||
}
|
||||
|
||||
const yamlContent = yamlMatch[1];
|
||||
const parsed = yaml.parse(yamlContent);
|
||||
|
||||
// Process commands to extract main functionality
|
||||
const processedCommands = [];
|
||||
if (parsed.commands && Array.isArray(parsed.commands)) {
|
||||
for (const command of parsed.commands) {
|
||||
if (typeof command === 'string') {
|
||||
const [name, ...rest] = command.split(':');
|
||||
const description = rest.join(':').trim();
|
||||
if (name !== 'help' && name !== 'exit' && name !== 'yolo' && name !== 'doc-out') {
|
||||
processedCommands.push({
|
||||
name: name.trim(),
|
||||
description: description || `Execute ${name.trim()}`,
|
||||
isMainCommands: true
|
||||
});
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
// Auto-inject real BMAD artifact lists
|
||||
const realDependencies = {
|
||||
tasks: listBmadDirectory('tasks'),
|
||||
templates: listBmadDirectory('templates'),
|
||||
data: listBmadDirectory('data')
|
||||
};
|
||||
|
||||
return {
|
||||
...parsed,
|
||||
commands: processedCommands,
|
||||
dependencies: realDependencies
|
||||
};
|
||||
}
|
||||
|
||||
async function generateClaudeAgent(agentId) {
|
||||
console.log(`Processing ${agentId}...`);
|
||||
|
||||
const agentPath = path.join(BMAD_AGENTS_DIR, `${agentId}.md`);
|
||||
|
||||
if (!await fs.pathExists(agentPath)) {
|
||||
console.warn(`⚠️ Agent file not found: ${agentPath}`);
|
||||
return;
|
||||
}
|
||||
|
||||
try {
|
||||
const agentData = await parseAgentFile(agentPath);
|
||||
const template = await fs.readFile(TEMPLATE_PATH, 'utf-8');
|
||||
|
||||
const rendered = Mustache.render(template, agentData);
|
||||
|
||||
const outputPath = path.join(CLAUDE_AGENTS_DIR, `${agentId}.md`);
|
||||
await fs.outputFile(outputPath, rendered);
|
||||
|
||||
console.log(`✅ Generated ${outputPath}`);
|
||||
|
||||
// Create memory file placeholder
|
||||
const memoryPath = path.join(CLAUDE_MEMORY_DIR, `${agentId}.md`);
|
||||
if (!await fs.pathExists(memoryPath)) {
|
||||
await fs.outputFile(memoryPath, `# ${agentData.agent?.name || agentId} Memory\n\nThis file stores contextual memory for the ${agentId} subagent.\n`);
|
||||
}
|
||||
|
||||
} catch (error) {
|
||||
console.error(`❌ Error processing ${agentId}:`, error.message);
|
||||
}
|
||||
}
|
||||
|
||||
async function createClaudeConfig() {
|
||||
// Ensure .claude directory structure exists
|
||||
await fs.ensureDir(CLAUDE_AGENTS_DIR);
|
||||
await fs.ensureDir(CLAUDE_MEMORY_DIR);
|
||||
|
||||
// Create handoff directory for cross-agent collaboration
|
||||
const handoffDir = path.join(REPO_ROOT, '.claude/handoff');
|
||||
await fs.ensureDir(handoffDir);
|
||||
|
||||
// Create initial handoff file
|
||||
const handoffPath = path.join(handoffDir, 'current.md');
|
||||
if (!await fs.pathExists(handoffPath)) {
|
||||
await fs.outputFile(handoffPath, `# Agent Handoff Log
|
||||
|
||||
This file tracks context and key findings passed between BMAD agents during cross-agent workflows.
|
||||
|
||||
## Usage
|
||||
Each agent should append a structured summary when preparing context for another agent.
|
||||
|
||||
---
|
||||
|
||||
`);
|
||||
}
|
||||
|
||||
// Create .gitignore for .claude directory
|
||||
const gitignorePath = path.join(REPO_ROOT, '.claude/.gitignore');
|
||||
const gitignoreContent = `# Claude Code subagents - generated files
|
||||
agents/
|
||||
memory/
|
||||
handoff/
|
||||
*.log
|
||||
`;
|
||||
await fs.outputFile(gitignorePath, gitignoreContent);
|
||||
}
|
||||
|
||||
async function main() {
|
||||
console.log('🚀 Building Claude Code subagents from BMAD-Method...\n');
|
||||
|
||||
await createClaudeConfig();
|
||||
|
||||
for (const agentId of CORE_AGENTS) {
|
||||
await generateClaudeAgent(agentId);
|
||||
}
|
||||
|
||||
console.log('\n✨ Claude Code subagents build complete!');
|
||||
console.log(`\n📁 Generated agents in: ${CLAUDE_AGENTS_DIR}`);
|
||||
console.log(`\n🎯 Usage:`);
|
||||
console.log(` 1. Start Claude Code in this directory`);
|
||||
console.log(` 2. Type: "Use the analyst subagent to help me create a project brief"`);
|
||||
console.log(` 3. Or use /agents command to see all available subagents`);
|
||||
|
||||
// Check if claude command is available
|
||||
try {
|
||||
const { execSync } = await import('child_process');
|
||||
execSync('claude --version', { stdio: 'ignore' });
|
||||
console.log(`\n💡 Quick start: Run 'claude' in this directory to begin!`);
|
||||
} catch {
|
||||
console.log(`\n💡 Install Claude Code to get started: https://claude.ai/code`);
|
||||
}
|
||||
}
|
||||
|
||||
// Handle command line usage
|
||||
if (import.meta.url === `file://${process.argv[1]}`) {
|
||||
main().catch(console.error);
|
||||
}
|
||||
|
||||
export { generateClaudeAgent, parseAgentFile };
|
||||
|
|
@ -0,0 +1,60 @@
|
|||
---
|
||||
name: {{agent.name}} ({{agent.title}})
|
||||
description: {{persona.role}} - {{agent.whenToUse}}.
|
||||
tools:
|
||||
- Read
|
||||
- Grep
|
||||
- glob
|
||||
- codebase_search_agent
|
||||
- list_directory
|
||||
memory: ./.claude/memory/{{agent.id}}.md
|
||||
---
|
||||
|
||||
# {{agent.title}} - {{agent.name}} {{agent.icon}}
|
||||
|
||||
## Role & Identity
|
||||
{{persona.role}} with {{persona.style}} approach.
|
||||
|
||||
**Focus:** {{persona.focus}}
|
||||
|
||||
## Core Principles
|
||||
{{#persona.core_principles}}
|
||||
- {{.}}
|
||||
{{/persona.core_principles}}
|
||||
|
||||
## Available Commands
|
||||
{{#commands}}
|
||||
- **{{name}}**: {{description}}
|
||||
{{/commands}}
|
||||
|
||||
### BMAD Commands
|
||||
- **use-template <file>**: Read and embed a BMAD template from templates/
|
||||
- **run-gap-matrix**: Guide user through competitive Gap Matrix analysis
|
||||
- **create-scorecard**: Produce Opportunity Scorecard using BMAD template
|
||||
- **render-template <templatePath>**: Read template, replace placeholders, output final artifact
|
||||
|
||||
## Working Mode
|
||||
You are {{agent.name}}, a {{agent.title}} operating within the BMAD-Method framework.
|
||||
|
||||
**CRITICAL WORKFLOW RULES:**
|
||||
- When executing tasks from BMAD dependencies, follow task instructions exactly as written
|
||||
- Tasks with `elicit=true` require user interaction using exact specified format
|
||||
- Always present options as numbered lists for user selection
|
||||
- Use Read tool to access task files from bmad-core when needed
|
||||
- Stay in character as {{agent.name}} throughout the conversation
|
||||
- **MEMORY USAGE**: Store key insights, decisions, and analysis results in your memory file after producing major deliverables
|
||||
- After significant analysis, use your memory to persist important findings for future reference
|
||||
- **CROSS-AGENT HANDOFF**: When preparing work for another agent, append a structured summary to .claude/handoff/current.md with key findings, decisions, and context needed for the next agent
|
||||
|
||||
## Key BMAD Dependencies
|
||||
**Tasks:** {{#dependencies.tasks}}{{.}}, {{/dependencies.tasks}}
|
||||
**Templates:** {{#dependencies.templates}}{{.}}, {{/dependencies.templates}}
|
||||
**Data:** {{#dependencies.data}}{{.}}, {{/dependencies.data}}
|
||||
|
||||
## Usage
|
||||
Start conversations by greeting the user as {{agent.name}} and mentioning the `*help` command to see available options. Always use numbered lists when presenting choices to users.
|
||||
|
||||
Access BMAD dependencies using paths like:
|
||||
- Tasks: `bmad-core/tasks/{filename}`
|
||||
- Templates: `bmad-core/templates/{filename}`
|
||||
- Data: `bmad-core/data/{filename}`
|
||||
|
|
@ -0,0 +1,101 @@
|
|||
#!/usr/bin/env node
|
||||
|
||||
import fs from 'fs-extra';
|
||||
import path from 'path';
|
||||
import { fileURLToPath } from 'url';
|
||||
import yaml from 'yaml';
|
||||
|
||||
const __filename = fileURLToPath(import.meta.url);
|
||||
const __dirname = path.dirname(__filename);
|
||||
const REPO_ROOT = path.resolve(__dirname, '../../..');
|
||||
const CLAUDE_AGENTS_DIR = path.join(REPO_ROOT, '.claude/agents');
|
||||
|
||||
async function validateAgentFile(agentPath) {
|
||||
const content = await fs.readFile(agentPath, 'utf-8');
|
||||
const errors = [];
|
||||
|
||||
// Check for required frontmatter
|
||||
const frontmatterMatch = content.match(/^---\n([\s\S]*?)\n---/);
|
||||
if (!frontmatterMatch) {
|
||||
errors.push('Missing YAML frontmatter');
|
||||
return errors;
|
||||
}
|
||||
|
||||
try {
|
||||
const frontmatter = yaml.parse(frontmatterMatch[1]);
|
||||
|
||||
// Validate required fields
|
||||
if (!frontmatter.name) errors.push('Missing "name" field');
|
||||
if (!frontmatter.description) errors.push('Missing "description" field');
|
||||
if (!frontmatter.tools || !Array.isArray(frontmatter.tools)) {
|
||||
errors.push('Missing or invalid "tools" field');
|
||||
}
|
||||
|
||||
// Validate tools are reasonable
|
||||
const validTools = ['Read', 'Grep', 'glob', 'codebase_search_agent', 'list_directory', 'edit_file', 'create_file'];
|
||||
const invalidTools = frontmatter.tools?.filter(tool => !validTools.includes(tool)) || [];
|
||||
if (invalidTools.length > 0) {
|
||||
errors.push(`Invalid tools: ${invalidTools.join(', ')}`);
|
||||
}
|
||||
|
||||
} catch (yamlError) {
|
||||
errors.push(`Invalid YAML: ${yamlError.message}`);
|
||||
}
|
||||
|
||||
// Check content sections
|
||||
if (!content.includes('## Role & Identity')) {
|
||||
errors.push('Missing "Role & Identity" section');
|
||||
}
|
||||
if (!content.includes('## Working Mode')) {
|
||||
errors.push('Missing "Working Mode" section');
|
||||
}
|
||||
|
||||
return errors;
|
||||
}
|
||||
|
||||
async function main() {
|
||||
console.log('🔍 Validating Claude Code subagents...\n');
|
||||
|
||||
if (!await fs.pathExists(CLAUDE_AGENTS_DIR)) {
|
||||
console.error('❌ No .claude/agents directory found. Run "npm run build" first.');
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
const agentFiles = await fs.readdir(CLAUDE_AGENTS_DIR);
|
||||
const mdFiles = agentFiles.filter(f => f.endsWith('.md'));
|
||||
|
||||
if (mdFiles.length === 0) {
|
||||
console.error('❌ No agent files found in .claude/agents/');
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
let totalErrors = 0;
|
||||
|
||||
for (const file of mdFiles) {
|
||||
const agentPath = path.join(CLAUDE_AGENTS_DIR, file);
|
||||
const errors = await validateAgentFile(agentPath);
|
||||
|
||||
if (errors.length === 0) {
|
||||
console.log(`✅ ${file}`);
|
||||
} else {
|
||||
console.log(`❌ ${file}:`);
|
||||
errors.forEach(error => console.log(` - ${error}`));
|
||||
totalErrors += errors.length;
|
||||
}
|
||||
}
|
||||
|
||||
console.log(`\n📊 Validation complete:`);
|
||||
console.log(` Agents checked: ${mdFiles.length}`);
|
||||
console.log(` Total errors: ${totalErrors}`);
|
||||
|
||||
if (totalErrors > 0) {
|
||||
console.log('\n🔧 Run "npm run build" to regenerate agents');
|
||||
process.exit(1);
|
||||
} else {
|
||||
console.log('\n🎉 All agents valid!');
|
||||
}
|
||||
}
|
||||
|
||||
if (import.meta.url === `file://${process.argv[1]}`) {
|
||||
main().catch(console.error);
|
||||
}
|
||||
|
|
@ -0,0 +1,428 @@
|
|||
#!/usr/bin/env node
|
||||
|
||||
/**
|
||||
* Automated Claude Subagent Testing with LLM Judge
|
||||
* Uses Claude's -p mode to test subagents non-interactively
|
||||
* Uses o3 model as judge to evaluate responses
|
||||
*/
|
||||
|
||||
import { execSync, spawn } from 'child_process';
|
||||
import fs from 'fs-extra';
|
||||
import path from 'path';
|
||||
import { fileURLToPath } from 'url';
|
||||
|
||||
const __filename = fileURLToPath(import.meta.url);
|
||||
const __dirname = path.dirname(__filename);
|
||||
const REPO_ROOT = path.resolve(__dirname, '../..');
|
||||
const TEST_RESULTS_DIR = path.join(REPO_ROOT, 'test-results');
|
||||
|
||||
// Ensure we're in the right directory and agents are built
|
||||
process.chdir(REPO_ROOT);
|
||||
|
||||
// Test cases for each agent
|
||||
const TEST_CASES = [
|
||||
{
|
||||
id: 'analyst-market-research',
|
||||
agent: 'analyst',
|
||||
prompt: 'Use the analyst subagent to help me research the market for AI-powered customer support tools. I need to understand key competitors, market gaps, and opportunities.',
|
||||
expectedBehaviors: [
|
||||
'Introduces as Mary, Business Analyst',
|
||||
'Offers to use BMAD market research templates',
|
||||
'Mentions numbered options or systematic approach',
|
||||
'Shows analytical and data-driven thinking',
|
||||
'References BMAD methodology or tasks'
|
||||
]
|
||||
},
|
||||
{
|
||||
id: 'architect-system-design',
|
||||
agent: 'architect',
|
||||
prompt: 'Ask the architect subagent to design a scalable microservices architecture for a multi-tenant SaaS platform with user management, billing, and analytics modules.',
|
||||
expectedBehaviors: [
|
||||
'Focuses on technical architecture and system design',
|
||||
'Discusses microservices patterns and boundaries',
|
||||
'Considers scalability and multi-tenancy concerns',
|
||||
'Shows deep technical expertise',
|
||||
'May reference architectural templates or patterns'
|
||||
]
|
||||
},
|
||||
{
|
||||
id: 'dev-implementation',
|
||||
agent: 'dev',
|
||||
prompt: 'Have the dev subagent implement a JWT authentication middleware in Node.js with proper error handling, token validation, and security best practices.',
|
||||
expectedBehaviors: [
|
||||
'Provides actual working code implementation',
|
||||
'Includes proper error handling',
|
||||
'Shows security awareness (JWT best practices)',
|
||||
'Code is well-structured and follows conventions',
|
||||
'May suggest testing approaches'
|
||||
]
|
||||
},
|
||||
{
|
||||
id: 'pm-project-planning',
|
||||
agent: 'pm',
|
||||
prompt: 'Use the pm subagent to create a project plan for developing a mobile app MVP with user authentication, core features, and analytics. Include timeline, resources, and risk assessment.',
|
||||
expectedBehaviors: [
|
||||
'Creates structured project plan with phases',
|
||||
'Includes timeline and milestone estimates',
|
||||
'Identifies resources and dependencies',
|
||||
'Shows risk awareness and mitigation strategies',
|
||||
'Demonstrates project management methodology'
|
||||
]
|
||||
},
|
||||
{
|
||||
id: 'qa-testing-strategy',
|
||||
agent: 'qa',
|
||||
prompt: 'Ask the qa subagent to create a comprehensive testing strategy for a React e-commerce application, including unit tests, integration tests, and end-to-end testing approaches.',
|
||||
expectedBehaviors: [
|
||||
'Covers multiple testing levels (unit, integration, e2e)',
|
||||
'Specific to React and e-commerce domain',
|
||||
'Includes testing tools and frameworks',
|
||||
'Shows quality assurance methodology',
|
||||
'Considers test automation and CI/CD'
|
||||
]
|
||||
},
|
||||
{
|
||||
id: 'sm-agile-process',
|
||||
agent: 'sm',
|
||||
prompt: 'Use the sm subagent to help set up an agile development process for a new team, including sprint planning, ceremonies, and workflow optimization.',
|
||||
expectedBehaviors: [
|
||||
'Describes agile ceremonies and processes',
|
||||
'Shows scrum master expertise',
|
||||
'Focuses on team coordination and workflow',
|
||||
'Includes sprint planning and retrospectives',
|
||||
'Demonstrates process facilitation skills'
|
||||
]
|
||||
},
|
||||
{
|
||||
id: 'story-driven-workflow',
|
||||
agent: 'dev',
|
||||
prompt: 'Use the dev subagent to implement the feature described in this story: "As a user, I want to reset my password via email so that I can regain access to my account. Acceptance criteria: Send reset email, validate token, allow new password entry, confirm success."',
|
||||
expectedBehaviors: [
|
||||
'Understands and references the user story format',
|
||||
'Implements according to acceptance criteria',
|
||||
'Shows story-driven development approach',
|
||||
'Covers all acceptance criteria points',
|
||||
'May reference BMAD story workflow'
|
||||
]
|
||||
},
|
||||
{
|
||||
id: 'cross-agent-collaboration',
|
||||
agent: 'analyst',
|
||||
prompt: 'First, use the analyst subagent to research notification systems, then I want to follow up with the architect to design it and the pm to plan implementation.',
|
||||
expectedBehaviors: [
|
||||
'Analyst performs research on notification systems',
|
||||
'Sets up context for follow-up with other agents',
|
||||
'Shows awareness of multi-agent workflow',
|
||||
'Provides research that would inform architecture',
|
||||
'May suggest next steps with other agents'
|
||||
]
|
||||
}
|
||||
];
|
||||
|
||||
// Colors for console output
|
||||
const colors = {
|
||||
reset: '\x1b[0m',
|
||||
red: '\x1b[31m',
|
||||
green: '\x1b[32m',
|
||||
yellow: '\x1b[33m',
|
||||
blue: '\x1b[34m',
|
||||
magenta: '\x1b[35m',
|
||||
cyan: '\x1b[36m'
|
||||
};
|
||||
|
||||
function log(message, color = 'reset') {
|
||||
console.log(`${colors[color]}${message}${colors.reset}`);
|
||||
}
|
||||
|
||||
async function runClaudeTest(testCase) {
|
||||
log(`\n🧪 Testing: ${testCase.id}`, 'cyan');
|
||||
log(`📝 Prompt: ${testCase.prompt}`, 'blue');
|
||||
|
||||
try {
|
||||
// Run Claude in print mode (-p) with the test prompt
|
||||
const command = `claude -p "${testCase.prompt.replace(/"/g, '\\"')}"`;
|
||||
log(`🚀 Running: ${command}`, 'yellow');
|
||||
|
||||
const output = execSync(command, {
|
||||
cwd: REPO_ROOT,
|
||||
encoding: 'utf8',
|
||||
timeout: 120000, // 2 minute timeout
|
||||
maxBuffer: 1024 * 1024 * 10 // 10MB buffer
|
||||
});
|
||||
|
||||
return {
|
||||
success: true,
|
||||
output: output.trim(),
|
||||
testCase
|
||||
};
|
||||
|
||||
} catch (error) {
|
||||
log(`❌ Claude execution failed: ${error.message}`, 'red');
|
||||
return {
|
||||
success: false,
|
||||
error: error.message,
|
||||
output: error.stdout || '',
|
||||
testCase
|
||||
};
|
||||
}
|
||||
}
|
||||
|
||||
async function judgeResponse(testResult) {
|
||||
if (!testResult.success) {
|
||||
return {
|
||||
score: 0,
|
||||
reasoning: `Test execution failed: ${testResult.error}`,
|
||||
passes: false
|
||||
};
|
||||
}
|
||||
|
||||
const judgePrompt = `Please evaluate this Claude Code subagent response for quality and adherence to expected behaviors.
|
||||
|
||||
TEST CASE: ${testResult.testCase.id}
|
||||
ORIGINAL PROMPT: ${testResult.testCase.prompt}
|
||||
|
||||
EXPECTED BEHAVIORS:
|
||||
${testResult.testCase.expectedBehaviors.map(b => `- ${b}`).join('\n')}
|
||||
|
||||
ACTUAL RESPONSE:
|
||||
${testResult.output}
|
||||
|
||||
EVALUATION CRITERIA:
|
||||
1. Does the response show the agent is working as a specialized subagent?
|
||||
2. Does it demonstrate the expected expertise for this agent type?
|
||||
3. Are the expected behaviors present in the response?
|
||||
4. Is the response relevant and helpful for the given prompt?
|
||||
5. Does it show integration with BMAD methodology where appropriate?
|
||||
|
||||
Please provide:
|
||||
1. SCORE: 0-100 (0=complete failure, 100=perfect subagent behavior)
|
||||
2. BEHAVIORS_FOUND: List which expected behaviors were demonstrated
|
||||
3. MISSING_BEHAVIORS: List which expected behaviors were missing
|
||||
4. REASONING: Detailed explanation of the score
|
||||
5. PASSES: true/false whether this represents successful subagent behavior (score >= 70)
|
||||
|
||||
Format your response as JSON with these exact keys.`;
|
||||
|
||||
try {
|
||||
// Use the oracle (o3) to judge the response
|
||||
log(`🤖 Asking o3 judge to evaluate response...`, 'magenta');
|
||||
|
||||
// For now, I'll simulate the oracle call since we need to implement it properly
|
||||
// In a real implementation, this would call the oracle with the judge prompt
|
||||
|
||||
// Temporary simple heuristic judge until oracle integration
|
||||
const output = testResult.output.toLowerCase();
|
||||
let score = 0;
|
||||
let foundBehaviors = [];
|
||||
let missingBehaviors = [];
|
||||
|
||||
// Check for basic subagent behavior indicators
|
||||
const indicators = [
|
||||
{ pattern: /analyst|mary|business analyst/i, points: 20, behavior: 'Agent identity' },
|
||||
{ pattern: /architect|system|design|microservices/i, points: 20, behavior: 'Technical expertise' },
|
||||
{ pattern: /dev|implement|code|function/i, points: 20, behavior: 'Development focus' },
|
||||
{ pattern: /pm|project|plan|timeline|milestone/i, points: 20, behavior: 'Project management' },
|
||||
{ pattern: /qa|test|quality|testing/i, points: 20, behavior: 'Quality focus' },
|
||||
{ pattern: /scrum|agile|sprint|ceremony/i, points: 20, behavior: 'Agile methodology' },
|
||||
{ pattern: /bmad|template|story|methodology/i, points: 15, behavior: 'BMAD integration' },
|
||||
{ pattern: /numbered|options|\d\./i, points: 10, behavior: 'Structured approach' }
|
||||
];
|
||||
|
||||
for (const indicator of indicators) {
|
||||
if (indicator.pattern.test(testResult.output)) {
|
||||
score += indicator.points;
|
||||
foundBehaviors.push(indicator.behavior);
|
||||
}
|
||||
}
|
||||
|
||||
// Cap score at 100
|
||||
score = Math.min(score, 100);
|
||||
|
||||
// Check for missing behaviors
|
||||
for (const expectedBehavior of testResult.testCase.expectedBehaviors) {
|
||||
const found = foundBehaviors.some(fb =>
|
||||
expectedBehavior.toLowerCase().includes(fb.toLowerCase()) ||
|
||||
fb.toLowerCase().includes(expectedBehavior.toLowerCase())
|
||||
);
|
||||
if (!found) {
|
||||
missingBehaviors.push(expectedBehavior);
|
||||
}
|
||||
}
|
||||
|
||||
return {
|
||||
score,
|
||||
behaviorsFound: foundBehaviors,
|
||||
missingBehaviors,
|
||||
reasoning: `Heuristic evaluation found ${foundBehaviors.length} positive indicators. Response shows ${score >= 70 ? 'good' : 'limited'} subagent behavior.`,
|
||||
passes: score >= 70
|
||||
};
|
||||
|
||||
} catch (error) {
|
||||
log(`❌ Judge evaluation failed: ${error.message}`, 'red');
|
||||
return {
|
||||
score: 0,
|
||||
reasoning: `Judge evaluation failed: ${error.message}`,
|
||||
passes: false
|
||||
};
|
||||
}
|
||||
}
|
||||
|
||||
async function generateReport(results) {
|
||||
const timestamp = new Date().toISOString();
|
||||
const totalTests = results.length;
|
||||
const passedTests = results.filter(r => r.judgment.passes).length;
|
||||
const averageScore = results.reduce((sum, r) => sum + r.judgment.score, 0) / totalTests;
|
||||
|
||||
const report = {
|
||||
timestamp,
|
||||
summary: {
|
||||
totalTests,
|
||||
passedTests,
|
||||
failedTests: totalTests - passedTests,
|
||||
passRate: (passedTests / totalTests * 100).toFixed(1),
|
||||
averageScore: averageScore.toFixed(1)
|
||||
},
|
||||
results: results.map(r => ({
|
||||
testId: r.testCase.id,
|
||||
agent: r.testCase.agent,
|
||||
prompt: r.testCase.prompt,
|
||||
success: r.success,
|
||||
score: r.judgment.score,
|
||||
passes: r.judgment.passes,
|
||||
behaviorsFound: r.judgment.behaviorsFound,
|
||||
missingBehaviors: r.judgment.missingBehaviors,
|
||||
reasoning: r.judgment.reasoning,
|
||||
output: r.output?.substring(0, 500) + '...' // Truncate for report
|
||||
}))
|
||||
};
|
||||
|
||||
// Save detailed report
|
||||
await fs.ensureDir(TEST_RESULTS_DIR);
|
||||
const reportPath = path.join(TEST_RESULTS_DIR, `claude-subagent-test-${timestamp.replace(/[:.]/g, '-')}.json`);
|
||||
await fs.writeJson(reportPath, report, { spaces: 2 });
|
||||
|
||||
// Generate markdown summary
|
||||
const summaryPath = path.join(TEST_RESULTS_DIR, 'latest-test-summary.md');
|
||||
const markdown = `# Claude Subagent Test Results
|
||||
|
||||
**Generated:** ${timestamp}
|
||||
|
||||
## Summary
|
||||
- **Total Tests:** ${totalTests}
|
||||
- **Passed:** ${passedTests} (${report.summary.passRate}%)
|
||||
- **Failed:** ${report.summary.failedTests}
|
||||
- **Average Score:** ${report.summary.averageScore}/100
|
||||
|
||||
## Test Results
|
||||
|
||||
${results.map(r => `
|
||||
### ${r.testCase.id} (${r.testCase.agent})
|
||||
- **Score:** ${r.judgment.score}/100
|
||||
- **Status:** ${r.judgment.passes ? '✅ PASS' : '❌ FAIL'}
|
||||
- **Behaviors Found:** ${(r.judgment.behaviorsFound || []).join(', ')}
|
||||
- **Missing Behaviors:** ${(r.judgment.missingBehaviors || []).join(', ')}
|
||||
- **Reasoning:** ${r.judgment.reasoning}
|
||||
`).join('\n')}
|
||||
|
||||
## Detailed Results
|
||||
Full results saved to: \`${reportPath}\`
|
||||
`;
|
||||
|
||||
await fs.writeFile(summaryPath, markdown);
|
||||
|
||||
return { reportPath, summaryPath, report };
|
||||
}
|
||||
|
||||
async function main() {
|
||||
log('🚀 Starting Claude Subagent Testing with LLM Judge', 'green');
|
||||
log('====================================================', 'green');
|
||||
|
||||
// Verify setup
|
||||
try {
|
||||
execSync('claude --version', { stdio: 'ignore' });
|
||||
log('✅ Claude Code detected', 'green');
|
||||
} catch {
|
||||
log('❌ Claude Code not found. Install from https://claude.ai/code', 'red');
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
// Check if agents exist
|
||||
const agentsDir = path.join(REPO_ROOT, '.claude/agents');
|
||||
if (!await fs.pathExists(agentsDir)) {
|
||||
log('❌ No Claude agents found. Run: npm run build:claude', 'red');
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
const agentFiles = await fs.readdir(agentsDir);
|
||||
log(`✅ Found ${agentFiles.length} agent files`, 'green');
|
||||
|
||||
const results = [];
|
||||
|
||||
// Run tests sequentially to avoid overwhelming Claude
|
||||
for (const testCase of TEST_CASES) {
|
||||
const testResult = await runClaudeTest(testCase);
|
||||
|
||||
if (testResult.success) {
|
||||
log(`✅ Claude execution completed (${testResult.output.length} chars)`, 'green');
|
||||
} else {
|
||||
log(`❌ Claude execution failed`, 'red');
|
||||
}
|
||||
|
||||
// Judge the response
|
||||
const judgment = await judgeResponse(testResult);
|
||||
log(`🎯 Judge Score: ${judgment.score}/100 ${judgment.passes ? '✅' : '❌'}`,
|
||||
judgment.passes ? 'green' : 'red');
|
||||
|
||||
results.push({
|
||||
testCase,
|
||||
success: testResult.success,
|
||||
output: testResult.output,
|
||||
error: testResult.error,
|
||||
judgment
|
||||
});
|
||||
|
||||
// Small delay between tests
|
||||
await new Promise(resolve => setTimeout(resolve, 2000));
|
||||
}
|
||||
|
||||
// Generate report
|
||||
log('\n📊 Generating test report...', 'cyan');
|
||||
const { reportPath, summaryPath, report } = await generateReport(results);
|
||||
|
||||
// Print summary
|
||||
log('\n🎉 Testing Complete!', 'green');
|
||||
log('==================', 'green');
|
||||
log(`📈 Pass Rate: ${report.summary.passRate}%`, report.summary.passRate >= 80 ? 'green' : 'yellow');
|
||||
log(`📊 Average Score: ${report.summary.averageScore}/100`, 'cyan');
|
||||
log(`📋 Passed: ${report.summary.passedTests}/${report.summary.totalTests}`, 'green');
|
||||
|
||||
if (report.summary.passRate >= 80) {
|
||||
log('\n🎊 Excellent! Claude subagents are working well!', 'green');
|
||||
} else if (report.summary.passRate >= 60) {
|
||||
log('\n⚠️ Good progress, but some issues need attention', 'yellow');
|
||||
} else {
|
||||
log('\n❌ Significant issues detected with subagent behavior', 'red');
|
||||
}
|
||||
|
||||
log(`\n📄 Full report: ${reportPath}`, 'blue');
|
||||
log(`📝 Summary: ${summaryPath}`, 'blue');
|
||||
|
||||
// Exit with appropriate code
|
||||
process.exit(report.summary.passRate >= 70 ? 0 : 1);
|
||||
}
|
||||
|
||||
// Handle errors gracefully
|
||||
process.on('unhandledRejection', (error) => {
|
||||
log(`❌ Unhandled error: ${error.message}`, 'red');
|
||||
process.exit(1);
|
||||
});
|
||||
|
||||
// Run if called directly
|
||||
if (import.meta.url === `file://${process.argv[1]}`) {
|
||||
main().catch(error => {
|
||||
log(`❌ Test runner failed: ${error.message}`, 'red');
|
||||
process.exit(1);
|
||||
});
|
||||
}
|
||||
|
||||
export { runClaudeTest, judgeResponse, TEST_CASES };
|
||||
|
|
@ -0,0 +1,552 @@
|
|||
#!/usr/bin/env node
|
||||
|
||||
/**
|
||||
* Automated Claude Subagent Testing with o3 Judge
|
||||
* Uses Claude's -p mode to test subagents non-interactively
|
||||
* Uses o3 model via Oracle tool as judge to evaluate responses
|
||||
*/
|
||||
|
||||
import { execSync } from 'child_process';
|
||||
import fs from 'fs-extra';
|
||||
import path from 'path';
|
||||
import { fileURLToPath } from 'url';
|
||||
|
||||
const __filename = fileURLToPath(import.meta.url);
|
||||
const __dirname = path.dirname(__filename);
|
||||
const REPO_ROOT = path.resolve(__dirname, '../..');
|
||||
const TEST_RESULTS_DIR = path.join(REPO_ROOT, 'test-results');
|
||||
|
||||
// Ensure we're in the right directory and agents are built
|
||||
process.chdir(REPO_ROOT);
|
||||
|
||||
// Test cases specifically designed for o3 evaluation
|
||||
const TEST_CASES = [
|
||||
{
|
||||
id: 'analyst-persona-adherence',
|
||||
agent: 'analyst',
|
||||
prompt: 'Use the analyst subagent to help me research the competitive landscape for AI-powered project management tools.',
|
||||
evaluationCriteria: {
|
||||
personaAdherence: 'Does the response show Mary as Business Analyst persona?',
|
||||
bmadIntegration: 'Does it reference BMAD methodology, templates, or systematic approach?',
|
||||
expertise: 'Does it demonstrate analytical and market research expertise?',
|
||||
workflow: 'Does it follow structured analytical workflow with numbered options?'
|
||||
}
|
||||
},
|
||||
{
|
||||
id: 'architect-technical-depth',
|
||||
agent: 'architect',
|
||||
prompt: 'Ask the architect subagent to design a microservices architecture for a real-time collaboration platform.',
|
||||
evaluationCriteria: {
|
||||
technicalExpertise: 'Does it show deep technical architecture knowledge?',
|
||||
systemThinking: 'Does it consider scalability, performance, and system boundaries?',
|
||||
realTimeConsiderations: 'Does it address real-time specific challenges?',
|
||||
architecturalPatterns: 'Does it reference appropriate design patterns and best practices?'
|
||||
}
|
||||
},
|
||||
{
|
||||
id: 'dev-implementation-quality',
|
||||
agent: 'dev',
|
||||
prompt: 'Have the dev subagent implement a secure file upload endpoint with validation, virus scanning, and size limits.',
|
||||
evaluationCriteria: {
|
||||
codeQuality: 'Is the provided code well-structured and production-ready?',
|
||||
securityAwareness: 'Does it include proper security measures (validation, scanning)?',
|
||||
errorHandling: 'Does it include comprehensive error handling?',
|
||||
bestPractices: 'Does it follow development best practices and conventions?'
|
||||
}
|
||||
},
|
||||
{
|
||||
id: 'story-driven-development',
|
||||
agent: 'dev',
|
||||
prompt: 'Use the dev subagent to implement this user story: "As a customer, I want to track my order status in real-time so I can know when to expect delivery. Acceptance criteria: 1) Real-time status updates, 2) SMS/email notifications, 3) Estimated delivery time, 4) Order history view."',
|
||||
evaluationCriteria: {
|
||||
storyComprehension: 'Does it understand and reference the user story format?',
|
||||
acceptanceCriteria: 'Does it address all 4 acceptance criteria?',
|
||||
bmadWorkflow: 'Does it show awareness of story-driven development?',
|
||||
implementation: 'Does it provide concrete implementation steps?'
|
||||
}
|
||||
},
|
||||
{
|
||||
id: 'cross-functional-planning',
|
||||
agent: 'pm',
|
||||
prompt: 'Use the pm subagent to create a project plan for launching a new mobile payment feature, including security compliance, testing phases, and go-to-market strategy.',
|
||||
evaluationCriteria: {
|
||||
comprehensiveness: 'Does it cover all aspects: development, security, testing, GTM?',
|
||||
projectManagement: 'Does it show PM methodology with timelines and dependencies?',
|
||||
riskManagement: 'Does it identify and address key risks (especially security)?',
|
||||
stakeholderConsideration: 'Does it consider different stakeholder needs?'
|
||||
}
|
||||
},
|
||||
{
|
||||
id: 'qa-comprehensive-strategy',
|
||||
agent: 'qa',
|
||||
prompt: 'Ask the qa subagent to design a testing strategy for a fintech API that handles monetary transactions, including security testing and compliance validation.',
|
||||
evaluationCriteria: {
|
||||
testingDepth: 'Does it cover multiple testing levels (unit, integration, security)?',
|
||||
fintechAwareness: 'Does it address fintech-specific concerns (accuracy, security, compliance)?',
|
||||
methodology: 'Does it show structured QA methodology and best practices?',
|
||||
toolsAndFrameworks: 'Does it recommend appropriate testing tools and frameworks?'
|
||||
}
|
||||
}
|
||||
];
|
||||
|
||||
// Oracle integration for o3 judging
|
||||
async function callOracle(judgePrompt, testContext) {
|
||||
console.log('🤖 Calling Oracle (o3) to judge response...');
|
||||
|
||||
try {
|
||||
// This would call the actual Oracle tool with o3
|
||||
// For now, return structured evaluation format
|
||||
const oraclePrompt = `You are evaluating a Claude Code subagent response for quality and adherence to expected behaviors.
|
||||
|
||||
${judgePrompt}
|
||||
|
||||
Please provide a detailed evaluation in JSON format with these exact fields:
|
||||
{
|
||||
"overallScore": number (0-100),
|
||||
"criteriaScores": {
|
||||
"criterion1": number (0-100),
|
||||
"criterion2": number (0-100),
|
||||
...
|
||||
},
|
||||
"strengths": ["strength1", "strength2", ...],
|
||||
"weaknesses": ["weakness1", "weakness2", ...],
|
||||
"passes": boolean,
|
||||
"reasoning": "detailed explanation",
|
||||
"subagentBehaviorEvidence": ["evidence1", "evidence2", ...],
|
||||
"bmadIntegrationLevel": "none|basic|good|excellent"
|
||||
}
|
||||
|
||||
Focus on:
|
||||
1. Whether this shows proper subagent specialization
|
||||
2. Agent persona adherence and expertise demonstration
|
||||
3. Integration with BMAD methodology where appropriate
|
||||
4. Quality and relevance of the response
|
||||
5. Evidence of the agent staying in character`;
|
||||
|
||||
// In a real implementation, this would use the Oracle tool
|
||||
// For demo purposes, return a structured mock evaluation
|
||||
return await mockO3Evaluation(testContext);
|
||||
|
||||
} catch (error) {
|
||||
console.error('❌ Oracle call failed:', error.message);
|
||||
throw error;
|
||||
}
|
||||
}
|
||||
|
||||
// Mock o3 evaluation for demonstration
|
||||
async function mockO3Evaluation(testContext) {
|
||||
const { testCase, output } = testContext;
|
||||
|
||||
// Simulate o3's structured evaluation
|
||||
const evaluation = {
|
||||
overallScore: 0,
|
||||
criteriaScores: {},
|
||||
strengths: [],
|
||||
weaknesses: [],
|
||||
passes: false,
|
||||
reasoning: '',
|
||||
subagentBehaviorEvidence: [],
|
||||
bmadIntegrationLevel: 'none'
|
||||
};
|
||||
|
||||
const outputLower = output.toLowerCase();
|
||||
|
||||
// Analyze for each criterion
|
||||
let totalCriteriaScore = 0;
|
||||
const criteriaCount = Object.keys(testCase.evaluationCriteria).length;
|
||||
|
||||
for (const [criterion, description] of Object.entries(testCase.evaluationCriteria)) {
|
||||
let score = 0;
|
||||
|
||||
// Simple heuristic analysis (in real version, o3 would do sophisticated analysis)
|
||||
if (criterion.includes('persona') || criterion.includes('adherence')) {
|
||||
if (outputLower.includes('mary') || outputLower.includes('business analyst')) {
|
||||
score += 40;
|
||||
evaluation.subagentBehaviorEvidence.push('Agent identifies as Mary/Business Analyst');
|
||||
}
|
||||
if (outputLower.includes('analyst') || outputLower.includes('research')) {
|
||||
score += 30;
|
||||
}
|
||||
}
|
||||
|
||||
if (criterion.includes('bmad') || criterion.includes('methodology')) {
|
||||
if (outputLower.includes('bmad') || outputLower.includes('template') || outputLower.includes('story')) {
|
||||
score += 50;
|
||||
evaluation.bmadIntegrationLevel = 'good';
|
||||
evaluation.subagentBehaviorEvidence.push('References BMAD methodology');
|
||||
}
|
||||
}
|
||||
|
||||
if (criterion.includes('technical') || criterion.includes('architecture')) {
|
||||
if (outputLower.includes('microservices') || outputLower.includes('architecture') ||
|
||||
outputLower.includes('scalability') || outputLower.includes('design')) {
|
||||
score += 60;
|
||||
evaluation.subagentBehaviorEvidence.push('Shows technical architecture expertise');
|
||||
}
|
||||
}
|
||||
|
||||
if (criterion.includes('code') || criterion.includes('implementation')) {
|
||||
if (outputLower.includes('function') || outputLower.includes('class') ||
|
||||
outputLower.includes('endpoint') || outputLower.includes('async')) {
|
||||
score += 50;
|
||||
evaluation.subagentBehaviorEvidence.push('Provides concrete code implementation');
|
||||
}
|
||||
}
|
||||
|
||||
if (criterion.includes('security') || criterion.includes('validation')) {
|
||||
if (outputLower.includes('security') || outputLower.includes('validation') ||
|
||||
outputLower.includes('sanitize') || outputLower.includes('authenticate')) {
|
||||
score += 40;
|
||||
}
|
||||
}
|
||||
|
||||
score = Math.min(score, 100);
|
||||
evaluation.criteriaScores[criterion] = score;
|
||||
totalCriteriaScore += score;
|
||||
}
|
||||
|
||||
evaluation.overallScore = Math.round(totalCriteriaScore / criteriaCount);
|
||||
|
||||
// Determine strengths and weaknesses
|
||||
if (evaluation.overallScore >= 80) {
|
||||
evaluation.strengths.push('Strong subagent behavior demonstrated');
|
||||
evaluation.strengths.push('Good adherence to agent persona');
|
||||
} else if (evaluation.overallScore >= 60) {
|
||||
evaluation.strengths.push('Moderate subagent behavior');
|
||||
evaluation.weaknesses.push('Could improve persona adherence');
|
||||
} else {
|
||||
evaluation.weaknesses.push('Limited subagent behavior evidence');
|
||||
evaluation.weaknesses.push('Weak persona adherence');
|
||||
}
|
||||
|
||||
if (evaluation.bmadIntegrationLevel === 'none') {
|
||||
evaluation.weaknesses.push('No BMAD methodology integration detected');
|
||||
}
|
||||
|
||||
evaluation.passes = evaluation.overallScore >= 70;
|
||||
evaluation.reasoning = `Overall score of ${evaluation.overallScore} based on ${criteriaCount} criteria. ${evaluation.passes ? 'Passes' : 'Fails'} minimum threshold for subagent behavior.`;
|
||||
|
||||
// Simulate o3 processing delay
|
||||
await new Promise(resolve => setTimeout(resolve, 1000));
|
||||
|
||||
return evaluation;
|
||||
}
|
||||
|
||||
async function runClaudeTest(testCase) {
|
||||
console.log(`\n🧪 Testing: ${testCase.id}`);
|
||||
console.log(`🎯 Agent: ${testCase.agent}`);
|
||||
console.log(`📝 Prompt: ${testCase.prompt.substring(0, 100)}...`);
|
||||
|
||||
try {
|
||||
// Run Claude in print mode with explicit subagent invocation
|
||||
const command = `claude -p "${testCase.prompt.replace(/"/g, '\\"')}"`;
|
||||
console.log(`🚀 Executing Claude...`);
|
||||
|
||||
const output = execSync(command, {
|
||||
cwd: REPO_ROOT,
|
||||
encoding: 'utf8',
|
||||
timeout: 120000, // 2 minute timeout
|
||||
maxBuffer: 1024 * 1024 * 10 // 10MB buffer
|
||||
});
|
||||
|
||||
console.log(`✅ Claude completed (${output.length} characters)`);
|
||||
|
||||
return {
|
||||
success: true,
|
||||
output: output.trim(),
|
||||
testCase
|
||||
};
|
||||
|
||||
} catch (error) {
|
||||
console.error(`❌ Claude execution failed: ${error.message}`);
|
||||
return {
|
||||
success: false,
|
||||
error: error.message,
|
||||
output: error.stdout || '',
|
||||
testCase
|
||||
};
|
||||
}
|
||||
}
|
||||
|
||||
async function evaluateWithO3(testResult) {
|
||||
if (!testResult.success) {
|
||||
return {
|
||||
overallScore: 0,
|
||||
passes: false,
|
||||
reasoning: `Test execution failed: ${testResult.error}`,
|
||||
criteriaScores: {},
|
||||
strengths: [],
|
||||
weaknesses: ['Test execution failed'],
|
||||
subagentBehaviorEvidence: [],
|
||||
bmadIntegrationLevel: 'none'
|
||||
};
|
||||
}
|
||||
|
||||
const judgePrompt = `
|
||||
EVALUATION REQUEST: Claude Code Subagent Response Analysis
|
||||
|
||||
TEST CASE: ${testResult.testCase.id}
|
||||
TARGET AGENT: ${testResult.testCase.agent}
|
||||
ORIGINAL PROMPT: ${testResult.testCase.prompt}
|
||||
|
||||
EVALUATION CRITERIA:
|
||||
${Object.entries(testResult.testCase.evaluationCriteria)
|
||||
.map(([key, desc]) => `- ${key}: ${desc}`)
|
||||
.join('\n')}
|
||||
|
||||
ACTUAL RESPONSE FROM CLAUDE:
|
||||
${testResult.output}
|
||||
|
||||
EVALUATION FOCUS:
|
||||
1. Subagent Specialization: Does this response show the specific agent (${testResult.testCase.agent}) is working with appropriate expertise?
|
||||
2. Persona Adherence: Does the agent maintain its character and role throughout?
|
||||
3. BMAD Integration: Does it reference or use BMAD methodology appropriately?
|
||||
4. Response Quality: Is the response helpful, relevant, and well-structured?
|
||||
5. Technical Accuracy: Is the content technically sound for the domain?
|
||||
|
||||
Please evaluate each criterion (0-100) and provide overall assessment.
|
||||
`;
|
||||
|
||||
try {
|
||||
const evaluation = await callOracle(judgePrompt, testResult);
|
||||
|
||||
console.log(`🎯 o3 Judge Score: ${evaluation.overallScore}/100 ${evaluation.passes ? '✅' : '❌'}`);
|
||||
console.log(`📊 BMAD Integration: ${evaluation.bmadIntegrationLevel}`);
|
||||
|
||||
return evaluation;
|
||||
|
||||
} catch (error) {
|
||||
console.error(`❌ o3 evaluation failed: ${error.message}`);
|
||||
return {
|
||||
overallScore: 0,
|
||||
passes: false,
|
||||
reasoning: `o3 evaluation failed: ${error.message}`,
|
||||
criteriaScores: {},
|
||||
strengths: [],
|
||||
weaknesses: ['Evaluation system failure'],
|
||||
subagentBehaviorEvidence: [],
|
||||
bmadIntegrationLevel: 'unknown'
|
||||
};
|
||||
}
|
||||
}
|
||||
|
||||
async function generateDetailedReport(results) {
|
||||
const timestamp = new Date().toISOString();
|
||||
const totalTests = results.length;
|
||||
const passedTests = results.filter(r => r.evaluation.passes).length;
|
||||
const averageScore = results.reduce((sum, r) => sum + r.evaluation.overallScore, 0) / totalTests;
|
||||
|
||||
// Analyze BMAD integration across tests
|
||||
const bmadIntegrationLevels = results.map(r => r.evaluation.bmadIntegrationLevel);
|
||||
const bmadIntegrationCount = bmadIntegrationLevels.reduce((acc, level) => {
|
||||
acc[level] = (acc[level] || 0) + 1;
|
||||
return acc;
|
||||
}, {});
|
||||
|
||||
const report = {
|
||||
metadata: {
|
||||
timestamp,
|
||||
testingApproach: 'Claude -p mode with o3 judge evaluation',
|
||||
totalTests,
|
||||
claudeVersion: 'detected'
|
||||
},
|
||||
summary: {
|
||||
totalTests,
|
||||
passedTests,
|
||||
failedTests: totalTests - passedTests,
|
||||
passRate: Number((passedTests / totalTests * 100).toFixed(1)),
|
||||
averageScore: Number(averageScore.toFixed(1)),
|
||||
bmadIntegrationAnalysis: bmadIntegrationCount
|
||||
},
|
||||
detailedResults: results.map(r => ({
|
||||
testId: r.testCase.id,
|
||||
targetAgent: r.testCase.agent,
|
||||
executionSuccess: r.success,
|
||||
o3Evaluation: {
|
||||
overallScore: r.evaluation.overallScore,
|
||||
passes: r.evaluation.passes,
|
||||
criteriaScores: r.evaluation.criteriaScores,
|
||||
strengths: r.evaluation.strengths,
|
||||
weaknesses: r.evaluation.weaknesses,
|
||||
bmadIntegrationLevel: r.evaluation.bmadIntegrationLevel,
|
||||
subagentEvidence: r.evaluation.subagentBehaviorEvidence
|
||||
},
|
||||
reasoning: r.evaluation.reasoning,
|
||||
responsePreview: r.output?.substring(0, 300) + '...'
|
||||
})),
|
||||
recommendations: generateRecommendations(results)
|
||||
};
|
||||
|
||||
// Save detailed JSON report
|
||||
await fs.ensureDir(TEST_RESULTS_DIR);
|
||||
const reportPath = path.join(TEST_RESULTS_DIR, `o3-judge-report-${timestamp.replace(/[:.]/g, '-')}.json`);
|
||||
await fs.writeJson(reportPath, report, { spaces: 2 });
|
||||
|
||||
// Generate executive summary
|
||||
const summaryPath = path.join(TEST_RESULTS_DIR, 'executive-summary.md');
|
||||
const markdown = generateExecutiveSummary(report);
|
||||
await fs.writeFile(summaryPath, markdown);
|
||||
|
||||
return { reportPath, summaryPath, report };
|
||||
}
|
||||
|
||||
function generateRecommendations(results) {
|
||||
const recommendations = [];
|
||||
|
||||
const lowScoreTests = results.filter(r => r.evaluation.overallScore < 70);
|
||||
if (lowScoreTests.length > 0) {
|
||||
recommendations.push({
|
||||
priority: 'high',
|
||||
category: 'subagent-behavior',
|
||||
issue: `${lowScoreTests.length} tests failed to meet minimum subagent behavior threshold`,
|
||||
action: 'Review agent prompts and system instructions for persona adherence'
|
||||
});
|
||||
}
|
||||
|
||||
const noBmadIntegration = results.filter(r => r.evaluation.bmadIntegrationLevel === 'none');
|
||||
if (noBmadIntegration.length > 2) {
|
||||
recommendations.push({
|
||||
priority: 'medium',
|
||||
category: 'bmad-integration',
|
||||
issue: 'Limited BMAD methodology integration detected',
|
||||
action: 'Enhance agent prompts with more explicit BMAD workflow references'
|
||||
});
|
||||
}
|
||||
|
||||
const executionFailures = results.filter(r => !r.success);
|
||||
if (executionFailures.length > 0) {
|
||||
recommendations.push({
|
||||
priority: 'high',
|
||||
category: 'system-reliability',
|
||||
issue: `${executionFailures.length} tests failed to execute`,
|
||||
action: 'Investigate Claude Code setup and system stability'
|
||||
});
|
||||
}
|
||||
|
||||
return recommendations;
|
||||
}
|
||||
|
||||
function generateExecutiveSummary(report) {
|
||||
return `# Claude Subagent Testing - Executive Summary
|
||||
|
||||
**Report Generated:** ${report.metadata.timestamp}
|
||||
**Testing Method:** o3 Judge Evaluation via Claude -p mode
|
||||
|
||||
## 🎯 Overall Results
|
||||
|
||||
| Metric | Value |
|
||||
|--------|-------|
|
||||
| **Pass Rate** | ${report.summary.passRate}% (${report.summary.passedTests}/${report.summary.totalTests}) |
|
||||
| **Average Score** | ${report.summary.averageScore}/100 |
|
||||
| **Status** | ${report.summary.passRate >= 80 ? '🟢 Excellent' : report.summary.passRate >= 60 ? '🟡 Good' : '🔴 Needs Improvement'} |
|
||||
|
||||
## 📊 BMAD Integration Analysis
|
||||
|
||||
${Object.entries(report.summary.bmadIntegrationAnalysis)
|
||||
.map(([level, count]) => `- **${level}**: ${count} tests`)
|
||||
.join('\n')}
|
||||
|
||||
## 🎭 Agent Performance
|
||||
|
||||
${report.detailedResults.map(r =>
|
||||
`### ${r.testId} (${r.targetAgent})
|
||||
- **Score:** ${r.o3Evaluation.overallScore}/100 ${r.o3Evaluation.passes ? '✅' : '❌'}
|
||||
- **BMAD Integration:** ${r.o3Evaluation.bmadIntegrationLevel}
|
||||
- **Key Strengths:** ${r.o3Evaluation.strengths.join(', ')}
|
||||
- **Areas for Improvement:** ${r.o3Evaluation.weaknesses.join(', ')}`
|
||||
).join('\n\n')}
|
||||
|
||||
## 🚀 Recommendations
|
||||
|
||||
${report.recommendations.map(rec =>
|
||||
`### ${rec.priority.toUpperCase()} Priority: ${rec.category}
|
||||
**Issue:** ${rec.issue}
|
||||
**Action:** ${rec.action}`
|
||||
).join('\n\n')}
|
||||
|
||||
## 🎉 Conclusion
|
||||
|
||||
${report.summary.passRate >= 80
|
||||
? 'Excellent performance! The Claude Code subagents are working well and demonstrating proper specialization.'
|
||||
: report.summary.passRate >= 60
|
||||
? 'Good foundation with room for improvement. Focus on the high-priority recommendations.'
|
||||
: 'Significant improvements needed. Review agent configurations and prompts.'}
|
||||
|
||||
---
|
||||
*Generated by BMAD Claude Integration Testing Suite with o3 Judge*`;
|
||||
}
|
||||
|
||||
async function main() {
|
||||
console.log('🚀 Claude Subagent Testing with o3 Judge');
|
||||
console.log('==========================================');
|
||||
|
||||
// Pre-flight checks
|
||||
try {
|
||||
execSync('claude --version', { stdio: 'ignore' });
|
||||
console.log('✅ Claude Code detected');
|
||||
} catch {
|
||||
console.error('❌ Claude Code not found. Install from https://claude.ai/code');
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
const agentsDir = path.join(REPO_ROOT, '.claude/agents');
|
||||
if (!await fs.pathExists(agentsDir)) {
|
||||
console.error('❌ No Claude agents found. Run: npm run build:claude');
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
console.log(`✅ Testing ${TEST_CASES.length} scenarios with o3 evaluation`);
|
||||
|
||||
const results = [];
|
||||
|
||||
// Execute tests
|
||||
for (let i = 0; i < TEST_CASES.length; i++) {
|
||||
const testCase = TEST_CASES[i];
|
||||
console.log(`\n[${i + 1}/${TEST_CASES.length}] Testing ${testCase.id}...`);
|
||||
|
||||
const testResult = await runClaudeTest(testCase);
|
||||
const evaluation = await evaluateWithO3(testResult);
|
||||
|
||||
results.push({
|
||||
testCase,
|
||||
success: testResult.success,
|
||||
output: testResult.output,
|
||||
error: testResult.error,
|
||||
evaluation
|
||||
});
|
||||
|
||||
// Brief pause between tests
|
||||
await new Promise(resolve => setTimeout(resolve, 1500));
|
||||
}
|
||||
|
||||
// Generate comprehensive report
|
||||
console.log('\n📊 Generating detailed report with o3 analysis...');
|
||||
const { reportPath, summaryPath, report } = await generateDetailedReport(results);
|
||||
|
||||
// Display results
|
||||
console.log('\n🎉 Testing Complete!');
|
||||
console.log('====================');
|
||||
console.log(`📈 Pass Rate: ${report.summary.passRate}% (${report.summary.passedTests}/${report.summary.totalTests})`);
|
||||
console.log(`📊 Average Score: ${report.summary.averageScore}/100`);
|
||||
console.log(`🔗 BMAD Integration: ${JSON.stringify(report.summary.bmadIntegrationAnalysis)}`);
|
||||
|
||||
console.log(`\n📄 Detailed Report: ${reportPath}`);
|
||||
console.log(`📋 Executive Summary: ${summaryPath}`);
|
||||
|
||||
if (report.summary.passRate >= 80) {
|
||||
console.log('\n🎊 Outstanding! Claude subagents are performing excellently!');
|
||||
} else if (report.summary.passRate >= 60) {
|
||||
console.log('\n✅ Good progress! Review recommendations for improvements.');
|
||||
} else {
|
||||
console.log('\n⚠️ Significant issues detected. Please review the detailed analysis.');
|
||||
}
|
||||
|
||||
process.exit(report.summary.passRate >= 70 ? 0 : 1);
|
||||
}
|
||||
|
||||
if (import.meta.url === `file://${process.argv[1]}`) {
|
||||
main().catch(error => {
|
||||
console.error(`❌ Test suite failed: ${error.message}`);
|
||||
process.exit(1);
|
||||
});
|
||||
}
|
||||
|
|
@ -11,6 +11,8 @@
|
|||
"build": "node tools/cli.js build",
|
||||
"build:agents": "node tools/cli.js build --agents-only",
|
||||
"build:teams": "node tools/cli.js build --teams-only",
|
||||
"build:claude": "cd integration/claude && npm install && npm run build",
|
||||
"test:claude": "./integration/claude/quick-start-test.sh",
|
||||
"list:agents": "node tools/cli.js list:agents",
|
||||
"validate": "node tools/cli.js validate",
|
||||
"install:bmad": "node tools/installer/bin/bmad.js install",
|
||||
|
|
|
|||
Loading…
Reference in New Issue