Claude-skill-registry decay-scoring
install
source · Clone the upstream repo
git clone https://github.com/majiayu000/claude-skill-registry
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/majiayu000/claude-skill-registry "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/data/decay-scoring" ~/.claude/skills/majiayu000-claude-skill-registry-decay-scoring && rm -rf "$T"
manifest:
skills/data/decay-scoring/SKILL.mdsource content
Decay Scoring Skill
Sistema de pontuacao temporal automatica para nodes de conhecimento do corpus RAG.
Objetivo
Explicitar obsolescencia, priorizar revisao e preferir conteudo recente ou validado recentemente.
Algoritmo de Decay
decay_score = w_age * age_score + w_val * validation_score + w_access * access_score + w_type * type_bonus Onde: - w_age = 0.40 (peso da idade) - w_val = 0.30 (peso da validacao) - w_access = 0.20 (peso do acesso) - w_type = 0.10 (bonus por tipo de conteudo)
Componentes
-
Age Score (Decaimento Exponencial):
age_score = exp(-lambda * dias_desde_criacao) lambda = ln(2) / half_life_dias -
Validation Score:
validation_score = exp(-lambda_val * dias_desde_validacao) lambda_val = ln(2) / 90 # Half-life de 90 dias -
Access Score:
access_score = min(1.0, log(1 + acessos_30d) / log(10)) * fator_recencia -
Type Bonus:
- concepts: 1.0 (mais estavel)
- patterns: 0.9
- decisions: 0.7
- learnings: 0.5
Thresholds de Status
| Score | Status | Acao |
|---|---|---|
| 0.70-1.00 | | Nenhuma acao |
| 0.40-0.69 | | Considerar validacao |
| 0.20-0.39 | | Revisao recomendada |
| 0.00-0.19 | | Curadoria necessaria |
Scripts
decay_calculator.py
Calcula scores de decay para todos os nodes do corpus.
# Calcular scores python3 .claude/skills/decay-scoring/scripts/decay_calculator.py # Atualizar nodes com scores python3 .claude/skills/decay-scoring/scripts/decay_calculator.py --update-nodes # Output JSON python3 .claude/skills/decay-scoring/scripts/decay_calculator.py --json
decay_tracker.py
Rastreia acessos e validacoes de nodes.
# Registrar acesso python3 .claude/skills/decay-scoring/scripts/decay_tracker.py access NODE_ID # Registrar validacao python3 .claude/skills/decay-scoring/scripts/decay_tracker.py validate NODE_ID # Ver estatisticas python3 .claude/skills/decay-scoring/scripts/decay_tracker.py stats
decay_trigger.py
Gera sugestoes de curadoria baseadas nos scores.
# Gerar relatorio python3 .claude/skills/decay-scoring/scripts/decay_trigger.py # Filtrar por prioridade python3 .claude/skills/decay-scoring/scripts/decay_trigger.py --priority critical
Integracao
- memory-manager: Adiciona contexto de decay ao recuperar informacoes
- rag-curator: Usa triggers para sugerir acoes de curadoria
- hybrid_search.py: Aplica boost de decay nos resultados de busca
- gate-evaluator: Valida saude do corpus antes de releases
Configuracao
Ver
config/decay_config.yml