How does the trend analysis work?

When you run the skill, Claude scans your previous debrief files to calculate score trends and identify recurring strengths or weaknesses across multiple interview rounds.

Where is my interview data stored?

All debriefs are saved as Markdown files within your local workspace directory at thoughts/shared/pm/interviews/, ensuring your data remains private and accessible for future analysis.

What happens if I haven't done an interview debrief before?

The skill will help you complete your first structured assessment and note that trend analysis will be available once you have captured three or more interview debriefs.

Can I use this for user research interviews?

No, this skill is specifically designed for career job interviews. For debriefing after conducting user research with customers, use the /user-research-synthesis command instead.

Interview Feedback

Name: Interview Feedback
Author: coalesce-labs

bycoalesce-labs

•

Productividad y Flujo de Trabajo

Analyzes and archives Product Management job interview performance to drive continuous improvement through structured post-interview debriefs.

The Interview Feedback skill provides PM candidates with a structured retrospective framework immediately following job interviews. It facilitates an immediate brain dump of questions and answers while they are fresh, then guides the user through a self-assessment across five core dimensions: Framework Usage, Specificity, Creativity, Communication, and Product Sense. By persisting these debriefs in the workspace, the skill performs multi-interview trend analysis to identify recurring patterns, compares actual performance against initial preparation, and suggests targeted drills to fix specific weaknesses.

Características Principales

01Targeted improvement drills tailored to low-scoring areas

02Structured 5-dimension performance scorecard for PM competencies

03Prep-to-performance comparison to identify execution gaps

04Multi-interview trend report to track progress and recurring patterns

059 GitHub stars

06Immediate brain dump capture for raw interview notes and interviewer signals

Casos de Uso

01Generating a data-driven improvement plan after receiving a job rejection

02Conducting a deep-dive retrospective within 15 minutes of a PM onsite or phone screen

03Tracking interview performance trends across multiple companies to identify systematic weaknesses

Características Principales

01Targeted improvement drills tailored to low-scoring areas

02Structured 5-dimension performance scorecard for PM competencies

03Prep-to-performance comparison to identify execution gaps

04Multi-interview trend report to track progress and recurring patterns

059 GitHub stars

06Immediate brain dump capture for raw interview notes and interviewer signals

Casos de Uso

01Generating a data-driven improvement plan after receiving a job rejection

02Conducting a deep-dive retrospective within 15 minutes of a PM onsite or phone screen

03Tracking interview performance trends across multiple companies to identify systematic weaknesses