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agentic-resources/registry/capabilities/capability.agents.performance-learning.md
tegwick c4cedab945
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docs(reuse): establish reviewed NetKingdom security capabilities 
Assistant: codex
Assistant-Model: gpt-6-astra
Assistant-Session: 01a137ca-5c77-7a71-b9ae-23ad9b0b5684
2026-10-14 06:37:57 +02:00

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id owner status domain maturity external_evidence name summary tags discovery availability relations evidence consumer_guidance
capability.agents.performance-learning agentic-resources draft infotech
discovery availability
current target confidence rationale
D3 D5 medium Owner scope, neighboring responsibilities, concrete use cases and limitations are documented; no exhaustive or generalized maturity claim.
current target confidence rationale
A2 A2 medium Source interface assessed 2026-10-14: Capture sessions, curate patterns, distribute lessons and measure outcomes. Availability describes the delivery form, not production acceptance. Workforce assignments and broader authority contracts remain proposed.
completeness reliability
level confidence basis
C1 low Source artifacts establish a bounded capability; no independent consumer-completeness assessment in this review.
level confidence basis
R0 low No longitudinal consumer reliability measurement established by this review.
Agent performance learning Capture sessions, curate patterns, distribute lessons and measure outcomes.
security
netkingdom
framework-reuse
intent includes excludes use_cases
Capture sessions, curate patterns, distribute lessons and measure outcomes
Capture sessions, curate patterns, distribute lessons and measure outcomes
Workforce assignments and broader authority contracts remain proposed
U09: Maintainer observes posture, prioritizes findings, coordinates work and verifies outcomes
U11: Agent executes an attributable bounded task and supplies supervision evidence
current_level target_level current_artifacts consumption_modes
A2 A2
SCOPE.md
CLI
source
related_to
capability.execution.profile-harness
capability.activity.event-coordinate
capability.finance.security-budget-evidence
documentation
SCOPE.md
recommended_for not_recommended_for known_limitations
Maintainer observes posture, prioritizes findings, coordinates work and verifies outcomes
Agent executes an attributable bounded task and supplies supervision evidence
Workforce assignments and broader authority contracts remain proposed
Workforce assignments and broader authority contracts remain proposed
2026-10-14 architecture review estimates operational maturity separately; a registry entry does not authorize execution or establish deployment.

Agent performance learning

Capture sessions, curate patterns, distribute lessons and measure outcomes.

Reuse boundary

Workforce assignments and broader authority contracts remain proposed.

Supported use cases

  • U09: Maintainer observes posture, prioritizes findings, coordinates work and verifies outcomes
  • U11: Agent executes an attributable bounded task and supplies supervision evidence

Evidence and integration

Assessment: CUST-WP-0081, 2026-10-14. Relations identify interfaces to compose; they do not certify native integration. Existing external evidence levels are retained where present. New entries use conservative C1/R0 until consumer assessment exists.