2026 07 07

---
title: XiaofeiCY/performance-report-assistant-skill
category: daily-digests/2026-07-07
tech_stack:
- Python
- Claude Code
- Codex
- openpyxl
- Git
- Excel
- Natural Language Processing
quality_score: 8
rag_relevance: 7
tags:
- performance reporting
- Excel automation
- workflow automation
- AI agent skill
- structured interviews
source: https://github.com/XiaofeiCY/performance-report-assistant-skill
discovered_at: '2026-07-07T02:32:23Z'
evaluated_by: mistral-small-latest
---

## Summary
An open-source skill for Claude Code/Codex that automates the creation of performance reports by guiding users through structured interviews, collecting evidence from git commits and work logs, and filling Excel templates while preserving formatting and structure.

## Key Features
- Guided interview workflow for structured report generation
- Excel template preservation with explicit user confirmation before edits
- Evidence-based summaries from git commits and work logs
- Support for Chinese workplace reports and templates
- Reusable scripts for evidence collection and Excel filling

## Why It Matters for RAG Builders
It streamlines the creation of recurring performance reports by automating evidence collection and template filling, reducing manual effort and ensuring consistency.

## Tech Stack Deep Dive
### Python
Automated review identified **Python** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.

### Claude Code
Automated review identified **Claude Code** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.

### Codex
Automated review identified **Codex** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.

### openpyxl
Automated review identified **openpyxl** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.

### Git
Automated review identified **Git** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.

### Excel
Automated review identified **Excel** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.

### Natural Language Processing
Automated review identified **Natural Language Processing** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.



## Installation
```bash
# Install instruction (default)
pip install -r requirements.txt
```

## Related Vault Entries
<!-- Auto-populated by build-index.js based on tech_stack overlap -->