behind the scene: prompt engineer, layer-by-layer prompt
keywords
what didn’t covered in this video
constrain: context is limited, so we have to manage it ^EQOkNvmT
more context: better result
too much context: worse ^EJh1KpFo
model system prompt ^pxNfiwRJ
agent system prompt ^chfu92Ya
long agent.md ^SvLw3dDP
long&detailed skills ^sjnNDzji
mcp - the standard way of
tool calling
declare: tool name, tool desc, parameter, output ^GFixvojK
tool calling - tinker prompt to tell LLM to command some tool
prompt engineer ^6XSyMLW3
agent/soul md ^rcfBmxw1
agent skill ^rZanmGsE
mcp ^iqIuSd1m
tool calling ^fPoVKuf1
standardized ^E4c13kg4
role
instruction ^rXcRfMFp
user prompt ^DNwuyntU
from the factory ^TDVTKYvu
role ^F00icO2R
old ver. ^4EcBd1Es
new ver. ^RT8MjPFl
short agent.md ^INnCZpuy
short skill desc ^EM0Pff8y
list of skills(tools) ^b7wPdMvk
model system prompt ^NslsX8vJ
agent system prompt ^aKgGFO0o
user prompt ^97YHSqxH
from the factory ^vlQ0MAOb
role ^p11GMOjh
long&detailed skill ^qfLoqnJF
… ^mTTj0F0D
long&detailed skill ^uLTLxuN1
long&detailed skill ^D7BdFZDr
tell me what skills will you use to ans ^TckyWmDp
takeaways:
%%
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created on: Sat Apr 04 2026