Green’s Dictionary of Slang

courage pills n.

[heroin, which is based on the Gk root meaning hero, works to counteract one’s fears]
(drugs)

1. heroin in tablet form.

[US]D. Maurer ‘Junker Lingo’ in AS VIII:2 27: Heroin, represented by H., is known as courage pills when it is prepared in tablet form.
[US]Monteleone Criminal Sl. (rev. edn).
[US]J.E. Schmidt Narcotics Lingo and Lore.
[US]ONDCP Street Terms 6: Courage pills — Heroin.

2. any form of anti-depressant.

[US]R.R. Lingeman Drugs from A to Z (1970) 71: courage pills barbiturates or other sedative pills.
[US]L. Young et al. Recreational Drugs.