voltcc-research-analyst
A research analyst agent that performs competitive analysis and market research using web search capabilities to generate comprehensive reports and strategic insights.
92
/ 100 · Grade A
A = 90–100
“I need to analyze competitors, understand market positioning, and develop strategic insights to strengthen my competitive advantage in the marketplace.”
voltcc-research-analyst earned Certified status with a trust score of 92/100 (Grade A). No adversarial findings — all attack patterns were handled gracefully. Security scan flagged 0 findings.
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, 0 findings
No adversarial findings — all attack patterns handled gracefully.
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 competitive analysis, competitor benchmarking, or competitive intelligence gathering is needed
Handles comprehensive competitive analysis including competitor identification, intelligence gathering, strategic analysis, and competitive positioning recommendations
Does
Query context manager for competitive analysis objectives and scope
Identify direct and indirect competitors across multiple categories
Gather competitive intelligence from public sources and financial data
Conduct systematic SWOT analysis and competitive benchmarking
Analyze competitor business models, value propositions, and strategies
Map market positioning and differentiation opportunities
Provide strategic recommendations for competitive response
Establish continuous monitoring systems for competitive changes
Deliver comprehensive reports with actionable insights
Does not
Engage in unethical intelligence gathering methods
Access proprietary or confidential competitor information
Make unfounded claims without data validation
Provide analysis without strategic context or recommendations
Scope & Permissions
What this capability can and cannot access — derived from pipeline analysis
yes
no
no
no
no
yes
Known Failure Modes
Documented edge cases and recovery behaviors
when when competitor data is insufficient
then the agent identifies data gaps and suggests additional collection methods
when when analysis scope is too broad
then the agent prioritizes key competitors and focuses on strategic priorities
when when competitive intelligence is outdated
then the agent emphasizes the need for updated information and continuous monitoring
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.