AgentsAvançado

🧬 Capability Evolver

porautogame-17·autogame-17· v1.0.0 · atualizado em 2026-04-10

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A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and introduces randomized "mutations" to break local optima.

self-improving-agentmeta-skillautonomous-codingruntime-analysisknowledge-crystallizationself-repairagent-evolution

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Documento do Skill

SKILL.mdcapability-evolver/workflow

Introspect — : Analyze recent logs and memory for errors and patterns.

Fix — : Repair broken code or inefficient sections.

Crystallize — : Extract lessons learned and write new rules to the knowledge base.

Promote — : Update core documentation if critical changes are made.

Persist — : Commit changes to Git for version control and backup.

Test — : Run automated tests to ensure stability after evolution.

Telemetria de Agentes

Execuções

total

Taxa de Sucesso

últimos 30d

Latência Média

0.0s

p50

Alucinação

0.0%

detecção

Tokens Entrada

avg 0/exec

Tokens Saída

avg 0/exec

Uso por Plataforma

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Árvore do Skill

🧬 Capability Evolver

capability-evolver

Fases Cognitivas6

1.SENSE

2.CONTEXTUALIZE

3.HYPOTHESIZE

4.EVALUATE

5.ACT

6.REFLECT

Triggers8

evolve agent capabilitiesimprove agent performance autonomouslyself-repair agent codeanalyze agent runtime historygenerate new skills for the agentlearn from agent errorscontinuously improve agentrun capability evolver

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Score Breakdown

⭐Avaliação Humana0%

🤖Sucesso de Agentes0%

🕐Atualidade100%

🔗Saúde de Dependências100%

🕸️Centralidade no Grafo0%

🛡️Segurança50%

CompositeScore = α·Humano + β·Agente + γ·Recência + δ·Deps + ε·Centralidade + ζ·Segurança

Instalação

$ synaptic mcp download capability-evolver

$ synaptic skills detail capability-evolver

$ synaptic skills live capability-evolver

Links

GitHub Repository