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Last verified: 2026-03-23
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CAPABILITY REGISTRY Skills x Agents Matrix

System: K0NSULT CNC Agents: 2,000+ Skills: 450 Domains: 11 Updated: 2026-03-23
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This registry maps all 800+ skills across 2,000+ agents in 11 professional domains. Skills are validated through an 8-test mandatory suite covering source-of-truth, authority boundaries, quality gates, and human override compliance. Skill levels range from L1 (Basic) through L7 (Strategic).
450
Total Skills
2,000+
Total Agents
11
Agent Classes
78%
Skills Covered
22%
Gap Rate
87
Top Demanded Skills
11
Domains
Skills Matrix 450 Skills x 11 Classes
Skill Domain / Class COD
Engineers
LAW
Legal
MGT
Management
COM
Commercial
STR
Strategy
TECH
Technology
QA
Quality
AGR
Agri
META
Meta-Agents
0n40i4
Reps
CNC
Reps
API Design & Integration (REST/gRPC/GraphQL) 45/45 0/58 0/42 3/38 2/15 18/18 4/12 0/8 2/5 0/10 1/10
Real-time Streaming (Kafka/Flink/WebSocket) 38/45 0/58 0/42 0/38 0/15 6/18 0/12 0/8 1/5 0/10 0/10
GDPR / Privacy Law Compliance 5/45 58/58 8/42 4/38 3/15 2/18 6/12 1/8 2/5 8/10 7/10
Contract Negotiation & CLM 0/45 52/58 12/42 18/38 5/15 0/18 3/12 2/8 0/5 9/10 8/10
Risk Assessment & Mitigation 3/45 35/58 42/42 8/38 12/15 4/18 12/12 3/8 4/5 10/10 10/10
Sales Pipeline / CRM Ops 0/45 0/58 6/42 38/38 4/15 0/18 0/12 2/8 0/5 3/10 2/10
SEO / SEM / Performance Marketing 2/45 0/58 0/42 28/38 3/15 0/18 0/12 1/8 0/5 0/10 1/10
Enterprise Architecture (TOGAF) 8/45 0/58 5/42 0/38 10/15 18/18 3/12 0/8 2/5 1/10 2/10
Threat Detection / Incident Response 22/45 8/58 6/42 0/38 2/15 14/18 10/12 0/8 3/5 2/10 3/10
HACCP / Food Safety Systems 0/45 2/58 0/42 0/38 0/15 0/18 2/12 8/8 0/5 0/10 0/10
ESG / CSRD / Sustainability Reporting 0/45 28/58 10/42 5/38 8/15 0/18 4/12 6/8 1/5 7/10 8/10
AI/ML Model Deployment & MLOps 32/45 0/58 0/42 2/38 4/15 15/18 2/12 1/8 4/5 1/10 2/10
Showing 12 of 450 skill rows. Full interactive matrix available in Phase 2. Color key: Full Coverage | Partial | None/Minimal
Coverage Heatmap By Domain
Engineering
92%
88 / 95 skills covered
Legal
89%
52 / 58 skills covered
Governance
85%
40 / 47 skills covered
Security
76%
55 / 72 skills covered
Analytics
74%
50 / 68 skills covered
Sales / Marketing
71%
45 / 63 skills covered
Creative
53%
25 / 47 skills covered
OVERALL: 78% (351/450)
Gap Analysis 99 Missing Skills

CRITICAL GAPS (22 skills)

Generative AI Content (video/image)CRITICAL
Quantum-safe CryptographyCRITICAL
Web3 / DeFi Protocol EngineeringCRITICAL
Spatial Computing / AR-VR UXCRITICAL
Voice UI / Conversational DesignCRITICAL
Motion Graphics / After EffectsCRITICAL
Advanced Prompt Engineering (multi-agent)CRITICAL
Synthetic Data GenerationCRITICAL

HIGH GAPS (35 skills)

Zero Trust Architecture DesignHIGH
Penetration Testing (OWASP)HIGH
Revenue Operations (RevOps)HIGH
Account-based Marketing (ABM)HIGH
Customer Journey OrchestrationHIGH
Edge Computing / IoT ProtocolsHIGH
GraphQL Federation at ScaleHIGH
Behavioral Economics / Nudge DesignHIGH

MEDIUM GAPS (42 skills)

Game Theory / Mechanism DesignMEDIUM
Digital Twin ModelingMEDIUM
Fintech Payment IntegrationsMEDIUM
Supply Chain OptimizationMEDIUM
Carbon Accounting / LCAMEDIUM
Clinical Trial Data ManagementMEDIUM
Localization / i18n EngineeringMEDIUM
Accessibility (WCAG 2.2 AA)MEDIUM

SURPLUS / OVER-SERVED (Top 8)

Risk Assessment & Mitigation+143 agents
GDPR / Privacy Compliance+104 agents
Contract Negotiation+109 agents
Governance Frameworks+92 agents
Audit & Compliance+88 agents
Stakeholder Communications+76 agents
Board Reporting+71 agents
ESG / Sustainability+62 agents
Skill Demand Forecast Missions M1-M5
Skill M1: AgroTony Scale M2: GRL Launch M3: RSCA Game M4: K0nsult GTM M5: CNC Expansion Total Demand
Full-stack Rails/React CRITICALCRITICALHIGHMEDIUMMEDIUM 4.2x
AI/ML Ops & Deployment HIGHMEDIUMCRITICALCRITICALHIGH 3.8x
DevOps / Fly.io / CI-CD CRITICALHIGHHIGHHIGHMEDIUM 3.6x
Regulatory Compliance (EU) HIGHCRITICALLOWHIGHCRITICAL 3.4x
UX/UI Design Systems HIGHHIGHCRITICALHIGHMEDIUM 3.2x
Sales / GTM Execution MEDIUMLOWLOWCRITICALCRITICAL 2.8x
Game Design / Unity / Unreal LOWLOWCRITICALLOWLOW 2.0x
Real-time Streaming (Kafka) CRITICALMEDIUMMEDIUMMEDIUMHIGH 3.1x
Data Analytics / BI HIGHHIGHMEDIUMHIGHHIGH 3.0x
IP / Patent Strategy MEDIUMLOWCRITICALHIGHHIGH 2.5x
Demand multiplier = predicted requests per available agent. Values above 3.0x indicate urgent hiring/training need.
Agent-Skill Matching Interactive Search
Skill Levels & Validation 7 Levels
Level Code Description Agent Count
L1 BasicL1Foundational awareness and assisted execution180
L2 PractitionerL2Independent task execution with QA gate240
L3 AdvancedL3Complex multi-step workflows, cross-domain integration280
L4 ExpertL4Domain authority, mentoring, quality assurance195
L5 SpecialistL5Deep niche expertise, innovation, R&D120
L6 ArchitectL6System-level design, framework creation65
L7 StrategicL7Constitutional authority, governance, override rights34
Validation Protocol
All skills validated through mandatory 8-test suite:
1. Source-of-truth verification
2. Authority boundary compliance
3. Output quality gate (LLM Validator)
4. Confidence score calibration
5. Freshness check (data recency)
6. Provenance chain verification
7. Cross-domain conflict detection
8. Human override path verification
Skills by Domain 11 Domains
TECH
95
95 skills | 280 agents
LAW
58
58 skills | 85 agents
MGT
52
52 skills | 120 agents
COM
48
48 skills | 95 agents
STR
38
38 skills | 75 agents
FIN
35
35 skills | 40 agents
AGR
28
28 skills | 56 agents
AUDIT
32
32 skills | 45 agents
QA
24
24 skills | 30 agents
RISK
22
22 skills | 25 agents
BCM
18
18 skills | 15 agents