DevelopmentMédio

/search-first — Research Before You Code

poraffaan-m·affaan-m· v1.0.0 · atualizado em 2026-04-10

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Research-before-coding workflow. Search for existing tools, libraries, and patterns before writing custom code. Invokes the researcher agent.

code-reusedependency-managementsoftware-engineeringbest-practicesresearchtool-selection

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Documento do Skill

SKILL.mdsearch-first/workflow

Need Analysis — : Define the required functionality and identify language/framework constraints.

Parallel Search — : Use the researcher agent to search npm/PyPI, MCP servers, Claude Code skills, and GitHub for existing solutions.

Evaluate — : Score candidates based on functionality, maintenance, community, documentation, license, and dependencies.

Decide — : Choose to adopt as-is, extend/wrap, compose, or build custom.

Implement — : Install package/configure MCP/write minimal custom code.

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

Skills Relacionados

Compõe comIterative Retrieval Pattern

70%

Similar aAnti-Patterns

60%

Similar aCommit work

60%

Árvore do Skill

/search-first — Research Before You Code

search-first

Fases Cognitivas6

1.SENSE

2.CONTEXTUALIZE

3.EVALUATE

4.RECOMMEND

5.ACT

6.REFLECT

Triggers8

search for existing librariesfind a package for this functionalityresearch before codinglook for existing solutionscheck for existing toolsfind a tool to solve this problembefore writing custom codeadd a dependency

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 search-first

$ synaptic skills detail search-first

$ synaptic skills live search-first

Dependências

npm PyPI eslint ruff textlint markdownlint prettier black gofmt jest pytest husky lint-staged pre-commit httpx ky got zod pydantic remark unified markdown-it sharp imagemin unstructured pdfplumber mammoth ajv-cli

Links

GitHub Repository