In the documents, Justice Pierce sets out his reasoning for granting bail to Monis, and his then-partner Amirah Droudis.
"The case against them, the circumstantial case, I think is weak," Justice Pierce said.
"I do not attach much significance to many of the matters to which the prosecutor referred and which he seeks to aggregate, to show proof of the offence, of the likelihood of a conviction."
Monis' former wife Noleen Hayson Pal, 30, was stabbed and set alight at an apartment block on April 21, 2013.
Amirah Droudi is accused of murdering Monis's ex-wife. Photo / AAP
Ms Droudis, who had her bail revoked on Monday, was charged with Ms Pal's murder while Monis was alleged to be an accessory before and after the fact.
"Provided that there is a substantial surety it is necessary in my view, that each of them should have bail," Justice Pierce said, according to the court documents.
"As much as anything else it is a simple matter of fairness.
"Are they a threat to other people? No they are not."
Droudis' case returns to court next year.