Abstract: Introduction: There is a gap in effective recovery-oriented treatments for Veterans experiencing suicidal thoughts and/or behaviors, particularly those recovering from a suicidal episode. This study aimed to evaluate the feasibility and acceptability of Continuous Identity Cognitive Therapy (CI-CT), a novel recovery-oriented psychotherapy for Veterans with a history of a recent suicidal episode, and to refine the intervention through an iterative development process. CI-CT integrates theories of personal identity and selfhood within a cognitive therapy framework. It aims to repair personal identity through the construction of a coherent, meaningful self-narrative connecting the present to a clear, detailed, realistic, and desired future self. Method: Three one-arm trials of CI-CT were conducted to evaluate feasibility and acceptability of the therapy. Trials were conducted iteratively, with each trial incorporating lessons and modifications from the previous one. Participants (N = 15 consented, with N = 12 initiating therapy and 11 completing the full intervention) were U.S. Veterans with a history of a suicide attempt or plan with intent within the past two years. Results: CI-CT had high levels of feasibility and acceptability based on recruitment rates, attendance rates, low dropout rates, high completion rate of follow-up assessments, and participant feedback. In addition, there were high levels of measured client satisfaction and positive qualitative feedback. Discussion: The high attendance and retention rates and positive Veteran feedback support further exploration and testing of CI-CT in a randomized clinical trial. Clinical trial registration: NCT04731519.