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You start Stage 6 in a cave.

[edit] Boss

The knife is ineffective against this boss. You can try exploiting his vulnerability as he jumps up or down, but usually he will land a powerful blow the same instant you land yours.

If unarmed, try to lock him down with a series of punches or kicks, since this prevents him from launching counter attacks.