Does the skill support partial employee names?

Yes, the skill performs a case-insensitive partial match against the 'Related To' property in your Notion database.

Can I define a specific time range for the feedback?

Yes, you can use the 'days', 'start_date', or 'end_date' arguments to filter Notion entries for a specific assessment period.

What happens if no feedback is found in Notion?

The skill will notify you and offer options to try a different name, expand the date range, or list all employees with available feedback entries.

What prerequisites are needed to use this skill?

You must have the Notion MCP server configured in your Claude settings and the 'python-docx' library installed in your Python environment.

Where does the skill save the generated document?

Documents are saved to the './output/' directory by default, but you can specify a custom location using the 'output_path' argument.

Professional Feedback Summarizer

Name: Professional Feedback Summarizer
Author: davistroy

bydavistroy

•

Productivity & Workflow

Synthesizes employee feedback from Notion Voice Captures into structured, professional .docx performance assessments.

This skill automates the performance evaluation process by aggregating feedback entries directly from Notion and transforming them into comprehensive reports. It uses Notion MCP tools to query specific employee records, leverages Claude's analytical capabilities to identify trends and patterns, and utilizes Python to generate a formatted Word document. The resulting assessment includes an executive summary, evidence-based strengths, areas for development, and actionable recommendations, saving managers hours of manual synthesis work.

Key Features

01Professional .docx generation with automated formatting

02Configurable assessment periods and date-based filtering

032 GitHub stars

04Evidence-based reporting with specific citations and dates

05AI-driven synthesis of feedback patterns and performance themes

06Seamless Notion integration via MCP tools for data retrieval

Use Cases

01Generating formal quarterly performance reviews from informal voice notes

02Aggregating manager feedback into year-end assessment documents

03Tracking employee performance trends over custom lookback periods

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add davistroy/claude-marketplace summarize-feedback

For use in Claude.ai and ChatGPT

Download Skill