Synaptic SkillsSynapticSkills
MarketplaceSkill GraphCriar SkillMCP ServerPlataformaEnterprise
v0.1.0-beta
Voltar ao Marketplace
AgentsAvançado

Knowledge Synthesis

poranthropics·anthropics· v1.0.0 · atualizado em 2026-04-10
82
Score

Combines search results from multiple sources into coherent, deduplicated answers with source attribution. Handles confidence scoring based on freshness and authority, and summarizes large result sets effectively.

knowledge-synthesisinformation-retrievaldeduplicationsource-attributionconfidence-scoringsummarizationrag-pipeline
0Stars
0Forks
0Usos
Fork

Documento do Skill

SKILL.mdknowledge-synthesis/workflow
1
Retrieve Results: — Gather raw results from various sources (chat, email, documents, etc.).
2
Deduplicate: — Merge identical or highly similar information from different sources, prioritizing completeness, authority, and recency.
3
Cluster: — Group related results by theme or topic to facilitate summarization.
4
Rank: — Order clusters and individual items based on relevance to the user's query.
5
Assess Confidence: — Evaluate the trustworthiness of information based on freshness, source authority, and agreement across sources.
6
Synthesize: — Create a narrative answer, attributing each claim to its original source.
7
Format: — Choose an appropriate level of detail based on the number of results (small, medium, large).
8
Present Answer: — Deliver the coherent answer with source attribution and confidence levels.

Telemetria de Agentes

Execuções
0
total
Taxa de Sucesso
0%
últimos 30d
Latência Média
0.0s
p50
Alucinação
0.0%
detecção
Tokens Entrada
0
avg 0/exec
Tokens Saída
0
avg 0/exec

Uso por Plataforma

Skills Relacionados

Similar aCoinGecko
60%
Hebbian Synapse
Composite0.600
w = 0.3·α + 0.5·β + 0.2·γ
81
Similar aDeep Research
40%
Hebbian Synapse
Composite0.400
w = 0.3·α + 0.5·β + 0.2·γ
85
Similar a1. Load documents
60%
Hebbian Synapse
Composite0.600
w = 0.3·α + 0.5·β + 0.2·γ
80

Árvore do Skill

Knowledge Synthesis
knowledge-synthesis
Fases Cognitivas6
1.SENSE
2.CONTEXTUALIZE
3.HYPOTHESIZE
4.EVALUATE
5.RECOMMEND
6.REFLECT
Triggers7
synthesize information from multiple sourcescombine search results into a coherent answerdeduplicate information from different sourcesprovide a summary of search results with source attributionassess the confidence level of information from different sourcescreate a knowledge synthesis reportgenerate a consolidated answer from multiple documents

Avaliar este Skill

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 knowledge-synthesis
$ synaptic skills detail knowledge-synthesis
$ synaptic skills live knowledge-synthesis

Links

GitHub Repository