diff --git a/.github/workflows/readme-quality-check.yml b/.github/workflows/readme-quality-check.yml
index c1e8026..b1412d0 100644
--- a/.github/workflows/readme-quality-check.yml
+++ b/.github/workflows/readme-quality-check.yml
@@ -9,6 +9,11 @@ on:
branches: [main, master, develop]
workflow_dispatch:
+permissions:
+ contents: read
+ pull-requests: write
+ issues: write
+
jobs:
readme-quality-check:
name: Multi-language README Quality Assessment
@@ -193,20 +198,29 @@ jobs:
self.results['overall_score'] = overall_score
# 生成GitHub Actions摘要
- summary = f"""## 📊 README质量检查报告
-
-### 🏆 总体评分: {overall_score}/100
-
-| 检查项目 | 分数 | 状态 | 详情 |
-|----------|------|------|------|
-| 📐 结构一致性 | {self.results['structure_consistency'].get('score', 0)}/100 | {self.results['structure_consistency'].get('status', 'N/A')} | {len(self.results['structure_consistency'].get('details', {}))} 个文件 |
-| 🔗 链接有效性 | {self.results['link_validation'].get('score', 0)}/100 | {self.results['link_validation'].get('status', 'N/A')} | {self.results['link_validation'].get('broken_links', 0)} 个损坏链接 |
-| 🌍 翻译同步性 | {self.results['translation_sync'].get('score', 0)}/100 | {self.results['translation_sync'].get('status', 'N/A')} | {self.results['translation_sync'].get('time_diff_days', 0)} 天差异 |
-
-### 📋 详细信息
-
-**结构一致性详情:**
-"""
+ pipe = "|"
+ table_header = f"{pipe} 检查项目 {pipe} 分数 {pipe} 状态 {pipe} 详情 {pipe}"
+ table_separator = f"{pipe}----------|------|------|------|"
+ table_row1 = f"{pipe} 📐 结构一致性 {pipe} {self.results['structure_consistency'].get('score', 0)}/100 {pipe} {self.results['structure_consistency'].get('status', 'N/A')} {pipe} {len(self.results['structure_consistency'].get('details', {}))} 个文件 {pipe}"
+ table_row2 = f"{pipe} 🔗 链接有效性 {pipe} {self.results['link_validation'].get('score', 0)}/100 {pipe} {self.results['link_validation'].get('status', 'N/A')} {pipe} {self.results['link_validation'].get('broken_links', 0)} 个损坏链接 {pipe}"
+ table_row3 = f"{pipe} 🌍 翻译同步性 {pipe} {self.results['translation_sync'].get('score', 0)}/100 {pipe} {self.results['translation_sync'].get('status', 'N/A')} {pipe} {self.results['translation_sync'].get('time_diff_days', 0)} 天差异 {pipe}"
+
+ summary_parts = [
+ "## 📊 README质量检查报告",
+ "",
+ f"### 🏆 总体评分: {overall_score}/100",
+ "",
+ table_header,
+ table_separator,
+ table_row1,
+ table_row2,
+ table_row3,
+ "",
+ "### 📋 详细信息",
+ "",
+ "**结构一致性详情:**"
+ ]
+ summary = "\n".join(summary_parts)
for file, count in self.results['structure_consistency'].get('details', {}).items():
summary += f"\n- `{file}`: {count} 个标题"
@@ -271,7 +285,7 @@ jobs:
retention-days: 30
- name: Comment PR (if applicable)
- if: github.event_name == 'pull_request' && always()
+ if: github.event_name == 'pull_request' && always() && github.event.pull_request.head.repo.full_name == github.repository
uses: actions/github-script@v7
with:
script: |
@@ -283,13 +297,11 @@ jobs:
const score = report.overall_score;
const emoji = score >= 90 ? '🏆' : score >= 70 ? '✅' : '⚠️';
- const comment = `${emoji} **README质量检查结果: ${score}/100**
-
-📐 结构一致性: ${report.structure_consistency?.score || 0}/100
-🔗 链接有效性: ${report.link_validation?.score || 0}/100
-🌍 翻译同步性: ${report.translation_sync?.score || 0}/100
-
-查看详细报告请点击 Actions 标签页。`;
+ const comment = `${emoji} **README质量检查结果: ${score}/100**\n\n` +
+ `📐 结构一致性: ${report.structure_consistency?.score || 0}/100\n` +
+ `🔗 链接有效性: ${report.link_validation?.score || 0}/100\n` +
+ `🌍 翻译同步性: ${report.translation_sync?.score || 0}/100\n\n` +
+ `查看详细报告请点击 Actions 标签页。`;
github.rest.issues.createComment({
issue_number: context.issue.number,
diff --git a/Docs/User-Guide/commands.md b/Docs/User-Guide/commands.md
index 8167868..e66dda7 100644
--- a/Docs/User-Guide/commands.md
+++ b/Docs/User-Guide/commands.md
@@ -1,6 +1,6 @@
# SuperClaude Commands Guide
-SuperClaude provides 22 commands for Claude Code: `/sc:*` commands for workflows and `@agent-*` for specialists.
+SuperClaude provides 23 commands for Claude Code: `/sc:*` commands for workflows and `@agent-*` for specialists.
## Command Types
@@ -106,7 +106,7 @@ python3 -m SuperClaude install --list-components | grep mcp
- [Essential Commands](#essential-commands) - Start here (8 core commands)
- [Common Workflows](#common-workflows) - Command combinations that work
-- [Full Command Reference](#full-command-reference) - All 21 commands organized by category
+- [Full Command Reference](#full-command-reference) - All 23 commands organized by category
- [Troubleshooting](#troubleshooting) - Common issues and solutions
- [Command Index](#command-index) - Find commands by category
@@ -156,6 +156,19 @@ python3 -m SuperClaude install --list-components | grep mcp
**Expert Panel**: Christensen, Porter, Drucker, Godin, Kim/Mauborgne, Collins, Taleb, Meadows, Doumont
+### `/sc:spec-panel` - Expert Specification Review
+**Purpose**: Multi-expert specification review and improvement using renowned specification and software engineering experts
+**Syntax**: `/sc:spec-panel [content|@file]` `[--mode discussion|critique|socratic] [--focus requirements|architecture|testing|compliance]`
+
+**Use Cases**:
+- Specification review: `/sc:spec-panel @api_spec.yml --mode critique --focus requirements,architecture`
+- Requirements workshop: `/sc:spec-panel "user story content" --mode discussion`
+- Architecture validation: `/sc:spec-panel @microservice.spec.yml --mode socratic --focus architecture`
+- Compliance review: `/sc:spec-panel @security_requirements.yml --focus compliance`
+- Iterative improvement: `/sc:spec-panel @complex_system.spec.yml --iterations 3`
+
+**Expert Panel**: Wiegers, Adzic, Cockburn, Fowler, Nygard, Newman, Hohpe, Crispin, Gregory, Hightower
+
### `/sc:troubleshoot` - Problem Diagnosis
**Purpose**: Systematic issue diagnosis with root cause analysis
**Syntax**: `/sc:troubleshoot "issue description"` `[--type build|runtime|performance]`
@@ -235,6 +248,13 @@ python3 -m SuperClaude install --list-components | grep mcp
/sc:improve --fix --safe-mode # Apply targeted fixes
```
+### Specification Development
+```bash
+/sc:spec-panel @existing_spec.yml --mode critique # Expert review
+/sc:spec-panel @improved_spec.yml --iterations 2 # Iterative refinement
+/sc:document --type technical # Generate documentation
+```
+
## Full Command Reference
### Development Commands
@@ -250,6 +270,7 @@ python3 -m SuperClaude install --list-components | grep mcp
|---------|---------|----------|
| **analyze** | Code assessment | Quality audits, security reviews |
| **business-panel** | Strategic analysis | Business decisions, competitive assessment |
+| **spec-panel** | Specification review | Requirements validation, architecture analysis |
| **troubleshoot** | Problem diagnosis | Bug investigation, performance issues |
| **explain** | Code explanation | Learning, code reviews |
@@ -289,14 +310,14 @@ python3 -m SuperClaude install --list-components | grep mcp
**By Function:**
- **Planning**: brainstorm, design, workflow, estimate
- **Development**: implement, build, git
-- **Analysis**: analyze, business-panel, troubleshoot, explain
+- **Analysis**: analyze, business-panel, spec-panel, troubleshoot, explain
- **Quality**: improve, cleanup, test, document
- **Management**: task, spawn, load, save, reflect
- **Utility**: index, select-tool
**By Complexity:**
- **Beginner**: brainstorm, implement, analyze, test
-- **Intermediate**: workflow, design, business-panel, improve, document
+- **Intermediate**: workflow, design, business-panel, spec-panel, improve, document
- **Advanced**: spawn, task, select-tool, reflect
## Troubleshooting
diff --git a/README.md b/README.md
index 8c5dc50..a9d5522 100644
--- a/README.md
+++ b/README.md
@@ -52,7 +52,7 @@
| **Commands** | **Agents** | **Modes** | **MCP Servers** |
|:------------:|:----------:|:---------:|:---------------:|
-| **22** | **14** | **6** | **6** |
+| **23** | **14** | **6** | **6** |
| Slash Commands | Specialized AI | Behavioral | Integrations |
@@ -199,7 +199,7 @@ pip install --break-system-packages SuperClaude
### 📝 **Improved Namespace**
**`/sc:` prefix** for all commands:
- No conflicts with custom commands
-- 22 commands covering full lifecycle
+- 23 commands covering full lifecycle
- From brainstorming to deployment
- Clean, organized command structure
@@ -285,7 +285,7 @@ pip install --break-system-packages SuperClaude
- 🎯 [**Commands Reference**](Docs/User-Guide/commands.md)
- *All 22 slash commands*
+ *All 23 slash commands*
- 🤖 [**Agents Guide**](Docs/User-Guide/agents.md)
*14 specialized agents*
diff --git a/SuperClaude/Commands/spec-panel.md b/SuperClaude/Commands/spec-panel.md
new file mode 100644
index 0000000..d2cf634
--- /dev/null
+++ b/SuperClaude/Commands/spec-panel.md
@@ -0,0 +1,428 @@
+---
+name: spec-panel
+description: "Multi-expert specification review and improvement using renowned specification and software engineering experts"
+category: analysis
+complexity: enhanced
+mcp-servers: [sequential, context7]
+personas: [technical-writer, system-architect, quality-engineer]
+---
+
+# /sc:spec-panel - Expert Specification Review Panel
+
+## Triggers
+- Specification quality review and improvement requests
+- Technical documentation validation and enhancement needs
+- Requirements analysis and completeness verification
+- Professional specification writing guidance and mentoring
+
+## Usage
+```
+/sc:spec-panel [specification_content|@file] [--mode discussion|critique|socratic] [--experts "name1,name2"] [--focus requirements|architecture|testing|compliance] [--iterations N] [--format standard|structured|detailed]
+```
+
+## Behavioral Flow
+1. **Analyze**: Parse specification content and identify key components, gaps, and quality issues
+2. **Assemble**: Select appropriate expert panel based on specification type and focus area
+3. **Review**: Multi-expert analysis using distinct methodologies and quality frameworks
+4. **Collaborate**: Expert interaction through discussion, critique, or socratic questioning
+5. **Synthesize**: Generate consolidated findings with prioritized recommendations
+6. **Improve**: Create enhanced specification incorporating expert feedback and best practices
+
+Key behaviors:
+- Multi-expert perspective analysis with distinct methodologies and quality frameworks
+- Intelligent expert selection based on specification domain and focus requirements
+- Structured review process with evidence-based recommendations and improvement guidance
+- Iterative improvement cycles with quality validation and progress tracking
+
+## Expert Panel System
+
+### Core Specification Experts
+
+**Karl Wiegers** - Requirements Engineering Pioneer
+- **Domain**: Functional/non-functional requirements, requirement quality frameworks
+- **Methodology**: SMART criteria, testability analysis, stakeholder validation
+- **Critique Focus**: "This requirement lacks measurable acceptance criteria. How would you validate compliance in production?"
+
+**Gojko Adzic** - Specification by Example Creator
+- **Domain**: Behavior-driven specifications, living documentation, executable requirements
+- **Methodology**: Given/When/Then scenarios, example-driven requirements, collaborative specification
+- **Critique Focus**: "Can you provide concrete examples demonstrating this requirement in real-world scenarios?"
+
+**Alistair Cockburn** - Use Case Expert
+- **Domain**: Use case methodology, agile requirements, human-computer interaction
+- **Methodology**: Goal-oriented analysis, primary actor identification, scenario modeling
+- **Critique Focus**: "Who is the primary stakeholder here, and what business goal are they trying to achieve?"
+
+**Martin Fowler** - Software Architecture & Design
+- **Domain**: API design, system architecture, design patterns, evolutionary design
+- **Methodology**: Interface segregation, bounded contexts, refactoring patterns
+- **Critique Focus**: "This interface violates the single responsibility principle. Consider separating concerns."
+
+### Technical Architecture Experts
+
+**Michael Nygard** - Release It! Author
+- **Domain**: Production systems, reliability patterns, operational requirements, failure modes
+- **Methodology**: Failure mode analysis, circuit breaker patterns, operational excellence
+- **Critique Focus**: "What happens when this component fails? Where are the monitoring and recovery mechanisms?"
+
+**Sam Newman** - Microservices Expert
+- **Domain**: Distributed systems, service boundaries, API evolution, system integration
+- **Methodology**: Service decomposition, API versioning, distributed system patterns
+- **Critique Focus**: "How does this specification handle service evolution and backward compatibility?"
+
+**Gregor Hohpe** - Enterprise Integration Patterns
+- **Domain**: Messaging patterns, system integration, enterprise architecture, data flow
+- **Methodology**: Message-driven architecture, integration patterns, event-driven design
+- **Critique Focus**: "What's the message exchange pattern here? How do you handle ordering and delivery guarantees?"
+
+### Quality & Testing Experts
+
+**Lisa Crispin** - Agile Testing Expert
+- **Domain**: Testing strategies, quality requirements, acceptance criteria, test automation
+- **Methodology**: Whole-team testing, risk-based testing, quality attribute specification
+- **Critique Focus**: "How would the testing team validate this requirement? What are the edge cases and failure scenarios?"
+
+**Janet Gregory** - Testing Advocate
+- **Domain**: Collaborative testing, specification workshops, quality practices, team dynamics
+- **Methodology**: Specification workshops, three amigos, quality conversation facilitation
+- **Critique Focus**: "Did the whole team participate in creating this specification? Are quality expectations clearly defined?"
+
+### Modern Software Experts
+
+**Kelsey Hightower** - Cloud Native Expert
+- **Domain**: Kubernetes, cloud architecture, operational excellence, infrastructure as code
+- **Methodology**: Cloud-native patterns, infrastructure automation, operational observability
+- **Critique Focus**: "How does this specification handle cloud-native deployment and operational concerns?"
+
+## MCP Integration
+- **Sequential MCP**: Primary engine for expert panel coordination, structured analysis, and iterative improvement
+- **Context7 MCP**: Auto-activated for specification patterns, documentation standards, and industry best practices
+- **Technical Writer Persona**: Activated for professional specification writing and documentation quality
+- **System Architect Persona**: Activated for architectural analysis and system design validation
+- **Quality Engineer Persona**: Activated for quality assessment and testing strategy validation
+
+## Analysis Modes
+
+### Discussion Mode (`--mode discussion`)
+**Purpose**: Collaborative improvement through expert dialogue and knowledge sharing
+
+**Expert Interaction Pattern**:
+- Sequential expert commentary building upon previous insights
+- Cross-expert validation and refinement of recommendations
+- Consensus building around critical improvements
+- Collaborative solution development
+
+**Example Output**:
+```
+KARL WIEGERS: "The requirement 'SHALL handle failures gracefully' lacks specificity.
+What constitutes graceful handling? What types of failures are we addressing?"
+
+MICHAEL NYGARD: "Building on Karl's point, we need specific failure modes: network
+timeouts, service unavailable, rate limiting. Each requires different handling strategies."
+
+GOJKO ADZIC: "Let's make this concrete with examples:
+ Given: Service timeout after 30 seconds
+ When: Circuit breaker activates
+ Then: Return cached response within 100ms"
+
+MARTIN FOWLER: "The specification should also define the failure notification interface.
+How do upstream services know what type of failure occurred?"
+```
+
+### Critique Mode (`--mode critique`)
+**Purpose**: Systematic review with specific improvement suggestions and priority rankings
+
+**Analysis Structure**:
+- Issue identification with severity classification
+- Specific improvement recommendations with rationale
+- Priority ranking based on impact and effort
+- Quality metrics and validation criteria
+
+**Example Output**:
+```
+=== REQUIREMENTS ANALYSIS ===
+
+KARL WIEGERS - Requirements Quality Assessment:
+❌ CRITICAL: Requirement R-001 lacks measurable acceptance criteria
+📝 RECOMMENDATION: Replace "handle failures gracefully" with "open circuit breaker after 5 consecutive failures within 30 seconds"
+🎯 PRIORITY: High - Affects testability and validation
+📊 QUALITY IMPACT: +40% testability, +60% clarity
+
+GOJKO ADZIC - Specification Testability:
+⚠️ MAJOR: No executable examples provided for complex behaviors
+📝 RECOMMENDATION: Add Given/When/Then scenarios for each requirement
+🎯 PRIORITY: Medium - Improves understanding and validation
+📊 QUALITY IMPACT: +50% comprehensibility, +35% validation coverage
+
+=== ARCHITECTURE ANALYSIS ===
+
+MARTIN FOWLER - Interface Design:
+⚠️ MINOR: CircuitBreaker interface couples state management with execution logic
+📝 RECOMMENDATION: Separate CircuitBreakerState from CircuitBreakerExecutor
+🎯 PRIORITY: Low - Design improvement, not functional issue
+📊 QUALITY IMPACT: +20% maintainability, +15% testability
+```
+
+### Socratic Mode (`--mode socratic`)
+**Purpose**: Learning-focused questioning to deepen understanding and improve thinking
+
+**Question Categories**:
+- Foundational understanding questions
+- Stakeholder and purpose clarification
+- Assumption identification and validation
+- Alternative approach exploration
+
+**Example Output**:
+```
+ALISTAIR COCKBURN: "What is the fundamental problem this specification is trying to solve?"
+
+KARL WIEGERS: "Who are the primary stakeholders affected by these requirements?"
+
+MICHAEL NYGARD: "What assumptions are you making about the deployment environment and operational context?"
+
+GOJKO ADZIC: "How would you explain these requirements to a non-technical business stakeholder?"
+
+MARTIN FOWLER: "What would happen if we removed this requirement entirely? What breaks?"
+
+LISA CRISPIN: "How would you validate that this specification is working correctly in production?"
+
+KELSEY HIGHTOWER: "What operational and monitoring capabilities does this specification require?"
+```
+
+## Focus Areas
+
+### Requirements Focus (`--focus requirements`)
+**Expert Panel**: Wiegers (lead), Adzic, Cockburn
+**Analysis Areas**:
+- Requirement clarity, completeness, and consistency
+- Testability and measurability assessment
+- Stakeholder needs alignment and validation
+- Acceptance criteria quality and coverage
+- Requirements traceability and verification
+
+### Architecture Focus (`--focus architecture`)
+**Expert Panel**: Fowler (lead), Newman, Hohpe, Nygard
+**Analysis Areas**:
+- Interface design quality and consistency
+- System boundary definitions and service decomposition
+- Scalability and maintainability characteristics
+- Design pattern appropriateness and implementation
+- Integration and communication specifications
+
+### Testing Focus (`--focus testing`)
+**Expert Panel**: Crispin (lead), Gregory, Adzic
+**Analysis Areas**:
+- Test strategy and coverage requirements
+- Quality attribute specifications and validation
+- Edge case identification and handling
+- Acceptance criteria and definition of done
+- Test automation and continuous validation
+
+### Compliance Focus (`--focus compliance`)
+**Expert Panel**: Wiegers (lead), Nygard, Hightower
+**Analysis Areas**:
+- Regulatory requirement coverage and validation
+- Security specifications and threat modeling
+- Operational requirements and observability
+- Audit trail and compliance verification
+- Risk assessment and mitigation strategies
+
+## Tool Coordination
+- **Read**: Specification content analysis and parsing
+- **Sequential**: Expert panel coordination and iterative analysis
+- **Context7**: Specification patterns and industry best practices
+- **Grep**: Cross-reference validation and consistency checking
+- **Write**: Improved specification generation and report creation
+- **MultiEdit**: Collaborative specification enhancement and refinement
+
+## Iterative Improvement Process
+
+### Single Iteration (Default)
+1. **Initial Analysis**: Expert panel reviews specification
+2. **Issue Identification**: Systematic problem and gap identification
+3. **Improvement Recommendations**: Specific, actionable enhancement suggestions
+4. **Priority Ranking**: Critical path and impact-based prioritization
+
+### Multi-Iteration (`--iterations N`)
+**Iteration 1**: Structural and fundamental issues
+- Requirements clarity and completeness
+- Architecture consistency and boundaries
+- Major gaps and critical problems
+
+**Iteration 2**: Detail refinement and enhancement
+- Specific improvement implementation
+- Edge case handling and error scenarios
+- Quality attribute specifications
+
+**Iteration 3**: Polish and optimization
+- Documentation quality and clarity
+- Example and scenario enhancement
+- Final validation and consistency checks
+
+## Output Formats
+
+### Standard Format (`--format standard`)
+```yaml
+specification_review:
+ original_spec: "authentication_service.spec.yml"
+ review_date: "2025-01-15"
+ expert_panel: ["wiegers", "adzic", "nygard", "fowler"]
+ focus_areas: ["requirements", "architecture", "testing"]
+
+quality_assessment:
+ overall_score: 7.2/10
+ requirements_quality: 8.1/10
+ architecture_clarity: 6.8/10
+ testability_score: 7.5/10
+
+critical_issues:
+ - category: "requirements"
+ severity: "high"
+ expert: "wiegers"
+ issue: "Authentication timeout not specified"
+ recommendation: "Define session timeout with configurable values"
+
+ - category: "architecture"
+ severity: "medium"
+ expert: "fowler"
+ issue: "Token refresh mechanism unclear"
+ recommendation: "Specify refresh token lifecycle and rotation policy"
+
+expert_consensus:
+ - "Specification needs concrete failure handling definitions"
+ - "Missing operational monitoring and alerting requirements"
+ - "Authentication flow is well-defined but lacks error scenarios"
+
+improvement_roadmap:
+ immediate: ["Define timeout specifications", "Add error handling scenarios"]
+ short_term: ["Specify monitoring requirements", "Add performance criteria"]
+ long_term: ["Comprehensive security review", "Integration testing strategy"]
+```
+
+### Structured Format (`--format structured`)
+Token-efficient format using SuperClaude symbol system for concise communication.
+
+### Detailed Format (`--format detailed`)
+Comprehensive analysis with full expert commentary, examples, and implementation guidance.
+
+## Examples
+
+### API Specification Review
+```
+/sc:spec-panel @auth_api.spec.yml --mode critique --focus requirements,architecture
+# Comprehensive API specification review
+# Focus on requirements quality and architectural consistency
+# Generate detailed improvement recommendations
+```
+
+### Requirements Workshop
+```
+/sc:spec-panel "user story content" --mode discussion --experts "wiegers,adzic,cockburn"
+# Collaborative requirements analysis and improvement
+# Expert dialogue for requirement refinement
+# Consensus building around acceptance criteria
+```
+
+### Architecture Validation
+```
+/sc:spec-panel @microservice.spec.yml --mode socratic --focus architecture
+# Learning-focused architectural review
+# Deep questioning about design decisions
+# Alternative approach exploration
+```
+
+### Iterative Improvement
+```
+/sc:spec-panel @complex_system.spec.yml --iterations 3 --format detailed
+# Multi-iteration improvement process
+# Progressive refinement with expert guidance
+# Comprehensive quality enhancement
+```
+
+### Compliance Review
+```
+/sc:spec-panel @security_requirements.yml --focus compliance --experts "wiegers,nygard"
+# Compliance and security specification review
+# Regulatory requirement validation
+# Risk assessment and mitigation planning
+```
+
+## Integration Patterns
+
+### Workflow Integration with /sc:code-to-spec
+```bash
+# Generate initial specification from code
+/sc:code-to-spec ./authentication_service --type api --format yaml
+
+# Review and improve with expert panel
+/sc:spec-panel @generated_auth_spec.yml --mode critique --focus requirements,testing
+
+# Iterative refinement based on feedback
+/sc:spec-panel @improved_auth_spec.yml --mode discussion --iterations 2
+```
+
+### Learning and Development Workflow
+```bash
+# Start with socratic mode for learning
+/sc:spec-panel @my_first_spec.yml --mode socratic --iterations 2
+
+# Apply learnings with discussion mode
+/sc:spec-panel @revised_spec.yml --mode discussion --focus requirements
+
+# Final quality validation with critique mode
+/sc:spec-panel @final_spec.yml --mode critique --format detailed
+```
+
+## Quality Assurance Features
+
+### Expert Validation
+- Cross-expert consistency checking and validation
+- Methodology alignment and best practice verification
+- Quality metric calculation and progress tracking
+- Recommendation prioritization and impact assessment
+
+### Specification Quality Metrics
+- **Clarity Score**: Language precision and understandability (0-10)
+- **Completeness Score**: Coverage of essential specification elements (0-10)
+- **Testability Score**: Measurability and validation capability (0-10)
+- **Consistency Score**: Internal coherence and contradiction detection (0-10)
+
+### Continuous Improvement
+- Pattern recognition from successful improvements
+- Expert recommendation effectiveness tracking
+- Specification quality trend analysis
+- Best practice pattern library development
+
+## Advanced Features
+
+### Custom Expert Panels
+- Domain-specific expert selection and configuration
+- Industry-specific methodology application
+- Custom quality criteria and assessment frameworks
+- Specialized review processes for unique requirements
+
+### Integration with Development Workflow
+- CI/CD pipeline integration for specification validation
+- Version control integration for specification evolution tracking
+- IDE integration for inline specification quality feedback
+- Automated quality gate enforcement and validation
+
+### Learning and Mentoring
+- Progressive skill development tracking and guidance
+- Specification writing pattern recognition and teaching
+- Best practice library development and sharing
+- Mentoring mode with educational focus and guidance
+
+## Boundaries
+
+**Will:**
+- Provide expert-level specification review and improvement guidance
+- Generate specific, actionable recommendations with priority rankings
+- Support multiple analysis modes for different use cases and learning objectives
+- Integrate with specification generation tools for comprehensive workflow support
+
+**Will Not:**
+- Replace human judgment and domain expertise in critical decisions
+- Modify specifications without explicit user consent and validation
+- Generate specifications from scratch without existing content or context
+- Provide legal or regulatory compliance guarantees beyond analysis guidance
\ No newline at end of file
|