spec-gap-analysis（规格差距分析）

Specification Gap Analysis

Specialized analysis of discrepancies between formal specifications (OpenAPI/Swagger, Protobuf, GraphQL, architecture diagrams) and actual implementations, with focused support for structured specification formats and contract-first development approaches.

When to use me

Use this skill when:

• Working with contract-first or API-first development approaches
• API specifications exist but implementation status is unclear
• Interface definitions (Protobuf, GraphQL schemas) need validation against implementations
• Architecture specifications require verification against deployed systems
• Ensuring backward compatibility during API evolution
• Validating that implementations adhere to defined contracts
• Detecting specification drift in microservices architectures
• Preparing for API version releases or compatibility checks
• Onboarding new developers to complex specification-based systems
• Auditing compliance with interface contracts

What I do

1. Specification Format Analysis

• Parse structured specifications: OpenAPI/Swagger, AsyncAPI, Protobuf, GraphQL schemas, RAML, API Blueprint
• Analyze architecture specifications: UML diagrams, C4 models, deployment manifests, infrastructure-as-code
• Extract interface definitions: Endpoints, methods, parameters, responses, data types, constraints
• Validate specification syntax and semantics: Schema validation, reference resolution, constraint checking
• Extract behavioral specifications: Request/response patterns, error handling, state transitions

2. Implementation Analysis

• Analyze API implementations: Route definitions, request handlers, response formatting
• Expose interface implementations: gRPC services, GraphQL resolvers, REST endpoints
• Inspect data model implementations: Database schemas, object-relational mappings, serialization formats
• Verify architecture compliance: Component relationships, dependency patterns, deployment configurations
• Test behavioral compliance: Request processing, error responses, state management

3. Specification-Implementation Gap Detection

• Endpoint coverage analysis: Specified vs. implemented endpoints
• Parameter validation gaps: Specified vs. accepted parameters
• Response structure mismatches: Specified vs. actual response formats
• Data type inconsistencies: Specified vs. actual data types
• Constraint enforcement gaps: Specified vs. enforced constraints
• Behavioral compliance gaps: Specified vs. actual behavior

4. Specialized Gap Types

• OpenAPI compliance gaps: Paths, operations, parameters, responses, schemas
• Protobuf service gaps: Service definitions, RPC methods, message formats
• GraphQL schema gaps: Types, queries, mutations, subscriptions, resolvers
• Architecture compliance gaps: Component boundaries, dependency directions, interface contracts
• Contract evolution gaps: Version compatibility, backward/forward compatibility

5. Compliance Scoring & Reporting

• Calculate specification compliance scores: Percentage of spec implemented correctly
• Generate compliance reports: Detailed gap analysis with severity ratings
• Provide remediation guidance: Specific fixes for each gap type
• Track compliance trends: Over time, across versions, between services
• Generate compliance badges: Ready for CI/CD pipeline integration

Supported Specification Formats

OpenAPI/Swagger

analysis:
  openapi:
    version_detection: "2.0|3.0|3.1"
    gap_types:
      - missing_paths
      - missing_operations
      - parameter_mismatches
      - response_mismatches
      - schema_violations
      - security_scheme_gaps
    validation:
      - schema_validation
      - reference_resolution
      - example_consistency

Protocol Buffers (Protobuf)

analysis:
  protobuf:
    service_gap_types:
      - missing_services
      - missing_rpc_methods
      - message_format_mismatches
      - streaming_mode_gaps
    message_gap_types:
      - field_missing
      - type_mismatch
      - cardinality_mismatch
      - default_value_gaps

GraphQL

analysis:
  graphql:
    schema_gap_types:
      - missing_types
      - missing_fields
      - type_mismatches
      - interface_implementation_gaps
    operation_gap_types:
      - missing_queries
      - missing_mutations
      - missing_subscriptions
      - resolver_implementation_gaps

Architecture Specifications

analysis:
  architecture:
    formats:
      - c4_models
      - uml_diagrams
      - deployment_manifests
      - infrastructure_as_code
    gap_types:
      - component_boundary_violations
      - dependency_direction_violations
      - interface_contract_violations
      - deployment_configuration_gaps

Gap Classification

API Specification Gaps

1. Endpoint Coverage Gaps

Missing Endpoints: Specification defines endpoint not implemented Extra Endpoints: Implementation has endpoint not in specification Example: OpenAPI defines /users/{id} but implementation missing

2. Operation Method Gaps

Missing Methods: Specification defines HTTP method not supported Extra Methods: Implementation supports method not in specification Example: Spec defines GET and POST, implementation also supports PUT

3. Parameter Compliance Gaps

Missing Parameters: Required parameters not accepted Extra Parameters: Implementation accepts parameters not in spec Type Mismatches: Parameter type differs from specification Example: Spec requires page as integer, implementation accepts string

4. Response Compliance Gaps

Missing Status Codes: Expected status codes not returned Extra Status Codes: Unexpected status codes returned Schema Mismatches: Response structure differs from specification Example: Spec defines 201 Created response, implementation returns 200 OK

5. Schema Validation Gaps

Data Type Mismatches: Actual data type differs from schema Constraint Violations: Data violates schema constraints Required Field Gaps: Required fields missing or extra fields present Example: Spec requires email format validation, implementation doesn't validate

Protocol Specification Gaps

1. Service Implementation Gaps

Missing Services: Protobuf service not implemented Missing RPC Methods: Service method not implemented Streaming Mode Gaps: Unary vs. streaming implementation mismatch Example: Protobuf defines StreamChat method, implementation uses unary

2. Message Format Gaps

Missing Fields: Message fields not in implementation Type Mismatches: Field type differs from specification Cardinality Violations: Required/optional/repeated mismatch Example: Protobuf defines repeated string tags, implementation uses single string

GraphQL Specification Gaps

1. Schema Compliance Gaps

Missing Types: GraphQL type not implemented Missing Fields: Type fields not implemented Interface Violations: Type doesn't implement required interface Example: GraphQL schema defines User type with email field, implementation missing

2. Resolver Implementation Gaps

Missing Resolvers: No resolver for field or operation Type Resolution Gaps: Resolver returns wrong type Argument Handling Gaps: Resolver doesn't accept specified arguments Example: GraphQL defines search(query: String!) but resolver doesn't accept query

Examples

# Analyze OpenAPI specification compliance
npm run spec-gap-analysis:openapi -- --spec openapi.yaml --implementation src/api/ --output compliance.json

# Compare Protobuf service definition with implementation
npm run spec-gap-analysis:protobuf -- --proto service.proto --implementation src/grpc/ --output gaps.md

# Validate GraphQL schema against resolvers
npm run spec-gap-analysis:graphql -- --schema schema.graphql --resolvers src/resolvers/ --output validation.yaml

# Check architecture specification compliance
npm run spec-gap-analysis:architecture -- --spec architecture.c4 --code src/ --output compliance-report.html

# Continuous compliance monitoring
npm run spec-gap-analysis:monitor -- --spec openapi.yaml --implementation src/api/ --watch --threshold 95

# Generate compliance badge
npm run spec-gap-analysis:badge -- --compliance compliance.json --output badge.svg

# Compare API versions for compatibility
npm run spec-gap-analysis:compatibility -- --spec-v1 api-v1.yaml --spec-v2 api-v2.yaml --output compatibility.md

Output format

Specification Compliance Report:

Specification Compliance Analysis
─────────────────────────────────
Specification: User Service API (OpenAPI 3.0.3)
Implementation: src/api/
Analysis Date: 2026-02-26
Compliance Score: 78.5%

OpenAPI Compliance Summary:
┌──────────────────────┬──────────┬──────────┬─────────────┐
│ Compliance Area      │ Specified│ Implemented │ Compliance │
├──────────────────────┼──────────┼──────────┼─────────────┤
│ Paths               │ 12       │ 10       │ 83.3%       │
│ Operations           │ 24       │ 20       │ 83.3%       │
│ Parameters           │ 89       │ 75       │ 84.3%       │
│ Responses            │ 48       │ 36       │ 75.0%       │
│ Schemas              │ 15       │ 12       │ 80.0%       │
└──────────────────────┴──────────┴──────────┴─────────────┘

Critical Gaps Found:

1. ❌ Missing Endpoint: DELETE /users/{id}
   • Specification: Required for user deletion
   • Implementation: Not found
   • Impact: Critical functionality missing
   • Compliance: 0%

2. ❌ Parameter Mismatch: GET /users
   • Specified: page (integer, required, minimum: 1)
   • Implemented: page (string, optional)
   • Impact: Type safety violation, pagination broken
   • Compliance: 40%

3. ⚠️ Response Schema Violation: POST /users
   • Specified: 201 Created with Location header
   • Implemented: 200 OK without Location header
   • Impact: REST compliance violation
   • Compliance: 60%

4. ⚠️ Missing Response Code: PUT /users/{id}
   • Specified: 404 Not Found for non-existent users
   • Implemented: Always returns 200 or 400
   • Impact: Error handling incomplete
   • Compliance: 75%

Compliance Trend:
Previous: 72% → Current: 78.5% → Target: 95%
Improvement: +6.5% (positive trend)

Remediation Priority:
1. Implement DELETE /users/{id} (critical)
2. Fix GET /users parameter types (high)
3. Align POST /users response codes (medium)
4. Add PUT /users/{id} 404 response (medium)

Estimated Effort: 3-5 days
Target Compliance: 95% by 2026-03-05

Compliance JSON Output:

{
  "analysis": {
    "specification": {
      "format": "OpenAPI",
      "version": "3.0.3",
      "file": "openapi.yaml",
      "paths_count": 12,
      "operations_count": 24
    },
    "implementation": {
      "location": "src/api/",
      "files_analyzed": 42,
      "endpoints_detected": 10
    },
    "compliance_score": 78.5,
    "timestamp": "2026-02-26T19:00:00Z"
  },
  "gap_analysis": {
    "paths": {
      "specified": 12,
      "implemented": 10,
      "missing": ["/users/{id}"],
      "extra": [],
      "compliance": 83.3
    },
    "operations": {
      "specified": 24,
      "implemented": 20,
      "missing": ["DELETE /users/{id}"],
      "extra": [],
      "compliance": 83.3
    },
    "parameters": {
      "specified": 89,
      "implemented": 75,
      "type_mismatches": [
        {
          "endpoint": "GET /users",
          "parameter": "page",
          "specified_type": "integer",
          "implemented_type": "string",
          "severity": "high"
        }
      ],
      "compliance": 84.3
    },
    "responses": {
      "specified": 48,
      "implemented": 36,
      "status_code_gaps": [
        {
          "endpoint": "PUT /users/{id}",
          "missing_code": 404,
          "impact": "error_handling_incomplete",
          "severity": "medium"
        }
      ],
      "compliance": 75.0
    }
  },
  "critical_gaps": [
    {
      "id": "gap-api-001",
      "type": "missing_operation",
      "endpoint": "/users/{id}",
      "method": "DELETE",
      "severity": "critical",
      "impact": "user_deletion_missing",
      "remediation": "Implement DELETE handler with proper authorization",
      "effort": "1 day",
      "priority": 1
    }
  ],
  "compliance_trend": {
    "previous_score": 72.0,
    "current_score": 78.5,
    "change": 6.5,
    "direction": "improving",
    "velocity": 2.2
  }
}

Compliance Badge (SVG):

<svg xmlns="http://www.w3.org/2000/svg" width="120" height="20">
  <linearGradient id="bg" x2="0" y2="1">
    <stop offset="0" stop-color="#bbb" stop-opacity=".1"/>
    <stop offset="1" stop-opacity=".1"/>
  </linearGradient>
  <rect rx="3" width="120" height="20" fill="#555"/>
  <rect rx="3" x="80" width="40" height="20" fill="#4c1"/>
  <rect rx="3" width="120" height="20" fill="url(#bg)"/>
  <g fill="#fff" font-family="DejaVu Sans,Verdana,Geneva,sans-serif" font-size="11">
    <text x="5" y="14" fill="#010101" fill-opacity=".3">Compliance</text>
    <text x="5" y="13">Compliance</text>
    <text x="85" y="14" fill="#010101" fill-opacity=".3">78.5%</text>
    <text x="85" y="13">78.5%</text>
  </g>
</svg>

Notes

• Contract-first development benefits from early gap detection - catch issues before implementation
• Automated compliance checking enables continuous validation in CI/CD pipelines
• Specification evolution tracking helps maintain backward compatibility
• Compliance scores provide measurable quality metrics for API governance
• Different specification formats require specialized analysis - one-size-fits-all doesn't work
• Implementation completeness is different from correctness - both matter for compliance
• Specification gaps often indicate deeper issues - design flaws, misunderstandings, or shortcuts
• Regular compliance analysis prevents specification drift - especially in microservices architectures
• Compliance thresholds should be project-specific - critical APIs need higher standards
• Remediation should prioritize based on impact - security and critical functionality first
• Document why gaps exist - sometimes intentional deviations are valid
• Use compliance analysis proactively - not just for problem detection but for quality improvement
• Integrate with API lifecycle management - from design through deprecation
• Share compliance reports with stakeholders - developers, product managers, consumers