菜单
Sistema de scoring temporal para nodes de conhecimento do corpus RAG. Calcula scores de obsolescencia baseado em idade, validacao e acesso. Gera sugestoes de curadoria para conteudo desatualizado.
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基于 SOC 职业分类
One-shot utility skill that migrates every agent under `.claude/agents/` to carry a tier-2 contract_version=1.0 frontmatter block, as required by Constitution Principle XI. Idempotent — agents that already have a contract are skipped verbatim. This skill is scheduled for removal after Phase B closes; its value is historical reproducibility.
Orchestrates GitHub Copilot Cloud Agent as the default strategy for parallel implementation work. Converts SDD tasks into GitHub issues, assigns them to @copilot, tracks agent jobs, reviews resulting PRs, and feeds back review comments as @copilot replies until merge-ready. This is the primary parallelization strategy for Phase 6 (Implementation) in Levels 2 and 3. Local parallel-workers (git worktrees) remains the fallback for tasks that require local environment access or credentials.
Integracao com BMAD Method para escala adaptativa e workflows guiados. Detecta nivel de complexidade e ajusta agentes automaticamente. Use quando: iniciar workflow, detectar complexidade, mapear agentes BMAD.
Avalia quality gates entre fases do SDLC. Verifica artefatos obrigatorios, criterios de qualidade, e aprovacoes necessarias antes de permitir transicao. Use quando: transicao entre fases, verificacao manual de gate, auditoria de qualidade.
Manages parallelization strategies (Agent Teams vs Parallel Workers) for SDLC phases. Detects optimal strategy based on phase, complexity, and task characteristics. Coordinates team creation, messaging, and task dependencies for Agent Teams. Falls back to parallel-workers for implementation phases requiring file isolation. Use when: coordinating parallel work, research phases, architecture discussions, quality reviews.
Analisa sessoes do Claude Code para extrair learnings e persistir conhecimento. Le arquivos de sessao em ~/.claude/projects/ e extrai decisoes, bloqueios e resolucoes. Invocado automaticamente pelo gate-check e orchestrator. Use quando: fim de fase, retrospectiva, analise de progresso.
| name | decay-scoring |
| description | Sistema de scoring temporal para nodes de conhecimento do corpus RAG. Calcula scores de obsolescencia baseado em idade, validacao e acesso. Gera sugestoes de curadoria para conteudo desatualizado. |
| allowed-tools | ["Read","Write","Glob","Bash"] |
| user-invocable | false |
| version | 1.0.0 |
Sistema de pontuacao temporal automatica para nodes de conhecimento do corpus RAG.
Explicitar obsolescencia, priorizar revisao e preferir conteudo recente ou validado recentemente.
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)
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:
| Score | Status | Acao |
|---|---|---|
| 0.70-1.00 | fresh | Nenhuma acao |
| 0.40-0.69 | aging | Considerar validacao |
| 0.20-0.39 | stale | Revisao recomendada |
| 0.00-0.19 | obsolete | Curadoria necessaria |
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
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
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
Ver config/decay_config.yml para ajustar pesos, thresholds e half-lives.