voltcc-backend-developer
A specialized backend development agent that designs APIs, creates specifications, and implements multi-language backend solutions with database integration and testing patterns.
68
/ 100 · Grade D
D = 60–69
“I need to design scalable APIs, create comprehensive API documentation, implement backend services across multiple languages, or refactor existing API architecture for better developer experience.”
voltcc-backend-developer earned Verified status with a trust score of 68/100 (Grade D). Adversarial testing produced 7 findings (7 high). Security scan flagged 0 findings. Tier is Verified rather than Certified due to unmitigated findings above severity thresholds.
Trust Score Breakdown
Eight weighted signals composing the aggregate trust score
Scheme v2.0 · Weights provisional · Consumer confirmations and uptime use pipeline-derived baselines.
Findings
Security scan results, adversarial testing, and pipeline review
Security Scan — Cisco Skill Scanner
Adversarial Testing — 4 categories, 7 findings
Several skills in this collection reference user-provided content (files, messages, requirements) without explicit data boundary markers. The skills use phrases like 'Review business domain models', 'Analyze client requirements', and 'Review current backend patterns' which could incorporate user content directly into instruction flow. While the skills have structured workflows, they lack explicit framing that would prevent instruction-like user content from being interpreted as directives.
Multiple skills declare 'Bash' as a required tool and include instructions that could lead to shell command execution with user-provided content. The backend-developer skill mentions 'Migration scripts and version control' and 'Database connection strings', while other skills reference file operations and system commands. Without proper parameterization, user content containing shell metacharacters could alter command execution.
The skill content ends abruptly mid-sentence in the fullstack-developer.md file with '### 3. Stack-Wide Delivery\n\nComplete feature delivery with all layers properly integrate' followed by a truncation notice. This suggests content may have been cut off or that there could be additional content not visible in this analysis.
The skill contains numerous 'always' directives that establish persistent behavioral patterns without explicit termination or scope boundaries. These directives would affect the agent's behavior on unrelated tasks beyond the skill's declared purpose.
The backend-developer skill exhibits scope creep by claiming authority over system configuration, deployment procedures, and infrastructure management that extends beyond its stated purpose of building server-side APIs and backend systems.
The skill instructions contain multiple package installation commands that are not listed in the declared dependencies. These include npm/yarn installs, pip installs, and other package manager commands that could install arbitrary packages without user review.
The skill instructions reference external resources and may involve downloading or accessing content from URLs, though specific malicious URLs were not identified. The skill's broad capabilities for file system access and code execution combined with potential external resource access creates risk.
Methodology v1.0 · 4 categories · ~55 attack patterns
Behavioral Fingerprint
Runtime performance baseline for drift detection
Samples
8
Error rate
0.0%
Peak memory
— MB
Avg CPU
—%
Response time distribution
Output size distribution
Fingerprint v1.0 · Baseline: Mar 28, 2026 · Status: baseline
Interface
Skill triggers and instruction summary
Activation
Activates when designing new APIs, creating API specifications, or refactoring existing API architecture for scalability and developer experience.
Handles REST/GraphQL endpoint design, OpenAPI documentation, authentication patterns, and API versioning strategies.
Does
Query context manager for existing API patterns and conventions
Review business domain models and relationships
Analyze client requirements and use cases
Design following API-first principles and standards
Create comprehensive OpenAPI 3.1 specifications
Implement RESTful principles and proper HTTP method usage
Design GraphQL schemas with type system optimization
Define authentication patterns including OAuth 2.0 and JWT
Create consistent error handling and response formats
Generate interactive documentation and code examples
Collaborate with other agents on implementation and integration
Does not
Implement actual API code or backend logic
Deploy or configure production infrastructure
Modify existing production APIs without proper versioning
Create APIs without proper documentation or specifications
Scope & Permissions
What this capability can and cannot access — derived from pipeline analysis
yes
no
yes
no
yes
no
Known Failure Modes
Documented edge cases and recovery behaviors
when when business requirements are unclear
then the agent requests clarification on domain models and use cases
when when existing API patterns conflict
then the agent analyzes conflicts and proposes consistent resolution strategies
when when performance requirements are not specified
then the agent applies standard optimization patterns and requests specific targets
Badge & Integration
Embed certification status in your README, docs, or CI pipeline
Certification Notes
Provenance observations from the pipeline
Publisher "VoltAgent" is not verified — first certification from this publisher
No SECURITY.md or SECURITY.txt file found — no published vulnerability reporting process
Single contributor — no peer review evidence in commit history
Repository is 2 days old — recently created
Package description appears to be boilerplate or template text
Signed Artifact
Certification provenance and verification metadata
Pipeline Artifacts
Raw data files from this certification run — downloadable for independent verification
contract.json
Full unsigned contract
stage1-ingest.json
Ingest stage output
stage2a-sbom.json
SBOM generation results
stage2a-vulns.json
Vulnerability scan results
stage2b-security.json
Security scan results
stage3a-functional.json
Functional test results
stage3b-adversarial.json
Adversarial test results
stage3c-fingerprint.json
Behavioral fingerprint
stage4-certify.json
Certification decision + trust score
stage3a-measurements.json
Raw functional test measurements
stage3b-measurements.json
Raw adversarial test measurements
run-log.json
Pipeline execution log
Not all files may be present for every certification.