The Secret Seven Adventure by Enid Blyton

A tight-knit club of seven children notice suspicious activity near a lonely house and set out to investigate, trailing mysterious strangers, following clues and secret signals, and putting themselves at risk; using courage, cleverness and teamwork they unravel the criminals’ plot and help bring the wrongdoers to justice.