AgentsMédio

Filesystem-Based Context Engineering

porguanyang·guanyang· v1.0.0 · atualizado em 2026-04-10

Score

This skill should be used when the user asks to "offload context to files", "implement dynamic context discovery", "use filesystem for agent memory", "reduce context window bloat", or mentions file-based context management, tool output persistence, agent scratch pads, or just-in-time context loading.

filesystemcontext-managementdynamic-contextscratch-padagent-memorytool-outputplan-persistence

Linguagens

TypeScriptJavaScriptPythonJavaC#

0Stars

0Forks

0Usos

Fork

Documento do Skill

SKILL.mdfilesystem-context/workflow

Detect Context Bloat: — Identify situations where the context window is nearing its limit or tool outputs are excessively large.

Choose Storage Strategy: — Determine the appropriate filesystem pattern (scratch pad, plan persistence, etc.) based on the task requirements.

Write to Filesystem: — Store relevant information (tool outputs, plans, sub-agent findings) in appropriately named files within a structured directory.

Update Context: — Replace the large context with a reference to the file path and a brief summary of its contents.

Retrieve on Demand: — When the agent needs the information, use search tools (grep, read_file) to retrieve specific sections from the file.

Process Retrieved Context: — Integrate the retrieved information into the current task or decision-making process.

Monitor Token Usage: — Track token consumption to ensure the filesystem strategy is reducing context window bloat.

Refine Strategy: — Adjust file organization, naming conventions, and search techniques based on performance and token usage.

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

Similar aHUD Skill

60%

Similar aCron Helper Skill

60%

Similar aBotpress ADK Guidelines

60%

Árvore do Skill

Filesystem-Based Context Engineering

filesystem-context

Fases Cognitivas5

1.SENSE

2.CONTEXTUALIZE

3.HYPOTHESIZE

4.ACT

5.REFLECT

Triggers10

offload context to filesimplement dynamic context discoveryuse filesystem for agent memoryreduce context window bloatuse file-based context managementpersist tool output to filesuse agent scratch padsimplement just-in-time context loadingshare information between sub-agents via filesystempersist terminal output to files

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 filesystem-context

$ synaptic skills detail filesystem-context

$ synaptic skills live filesystem-context

Links

GitHub Repository