AI Data Report Generator

VerifiedSafe

Generates data-driven reports for projects, including an initial project overview or a session summary. It gathers real data from package files, git logs, and configuration to produce structured reports in tables. Use it when starting a new project or after a work session to track progress and decisions.

Sby Skills Guide Bot
DocumentationIntermediate
706/2/2026
Claude Code
#data-report#project-documentation#session-summary#coding-metrics

Recommended for

Our review

Generates structured project reports (initial report or session summary) using real data from the codebase and Git history.

Strengths

  • Uses concrete data from code (package.json, git log, etc.)
  • Produces well-formatted reports with tables and emojis
  • Saves and versions reports in the Git repository
  • Automatically detects mode (initial or session) based on request

Limitations

  • Relies on existing Git history and configuration files
  • May miss context if the project is poorly documented
  • Does not capture non-codified decisions or discussions
When to use it

To generate an initial project report when onboarding to a new project or a session summary after a work session.

When not to use it

For informal notes or real-time comments during development.

Security analysis

Safe
Quality score88/100

The skill only reads local project files (package.json, requirements.txt, .env.example) and git history to generate reports. No external network calls, no execution of arbitrary code, no destructive commands. Reports are saved locally and committed, so no data exfiltration.

No concerns found

Examples

Initial project report
/project-report
Session summary after work
/ai-data-report session summary

name: ai-data-report description: "Generates data-driven reports about the project. Use for initial project reports or session summaries."

Skill: AI Data Report

Description

Generates data-driven reports about the project. Use /ai-data-report to invoke.

Where reports are saved

  • Location: .claude/reports/
  • Naming: YYYY-MM-DD-[type].md (e.g., 2026-01-22-session.md, 2026-01-22-initial.md)
  • Git: Reports are committed to the repo for history tracking

Modes

1. Initial Report (first time on project)

Generates a complete report with:

## 📊 Project Report

**Production URL:** [production URL]
**GitHub URL:** [repo URL]
**Development time:** [estimated hours and context]

### Services used:
| Service | Purpose |
|---------|---------|
| [Service 1] | [What it does] |
| [Service 2] | [What it does] |
...

### Flow when someone uses the app:
1. [Step 1]
2. [Step 2]
...

### Tech stack:
- Backend: [technology]
- Frontend: [technology]
- Database: [technology]
- Hosting: [technology]

### Deployment:
- [How it deploys]
- [Where env variables are stored]

2. Session Report (when finishing work)

Generates a session summary:

## 📝 Session Summary

**Date:** [date]
**Approximate duration:** [time]

### Changes made:
| Area | Change | Files |
|------|--------|-------|
| [area] | [description] | [files] |

### Commits:
- `[hash]` [message]

### Bugs found/fixed:
- [bug 1]

### Suggested next steps:
- [ ] [task 1]
- [ ] [task 2]

### Metrics:
| Metric | Value |
|--------|-------|
| Lines changed | +X / -Y |
| Files modified | N |
| Commits | N |
| **Time - Claude** | ~Xh Xmin (coding, debugging, testing) |
| **Time - Human** | ~Xmin (reviewing, testing, giving feedback) |

Instructions for Claude

When user invokes /project-report:

  1. Detect mode:

    • If first interaction or they ask for "initial report" → Mode 1
    • If they ask for "session summary" or "what did we do" → Mode 2
  2. Gather data:

    • Read package.json, requirements.txt, .env.example to detect services
    • Check git log for recent commits
    • Check git remote -v for URLs
    • Look for production URLs in README or configs
  3. Be data-driven:

    • Use real data from code, don't make things up
    • If data is missing, indicate "[pending configuration]"
    • Include specific numbers when possible
  4. Format:

    • Use tables for structured information
    • Use emojis for main sections
    • Be concise but complete
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