5,700 Messages in 16 Days
Built a skill today that reviews my pi agent sessions over any date range. Ran it on Feb 1–16. Here is what came out.
The Numbers
| Messages to AI | 5,700+ |
| Active days | 16 |
| Unique projects | 65 |
| Avg messages/day | ~360 |
| Avg projects/day | 10 |
| Avg context switches/day | 111 |
| Avg active hours | 11 |
| Peak day | Feb 3, 630 messages, 13 projects |
~360 messages a day. One terminal. 65 different projects. Client work, infrastructure, personal tools, finance, content.
This is only my pi agent. Not counting my OpenClaw instance, not counting Codex sub-agents. Just pi.
Where Time Goes
| Category | Count |
|---|---|
| Shipping (commit/push) | 1,119 |
| Building features | 1,023 |
| Testing/debugging | 848 |
| Building skills/agents | 616 |
| Code review/cleanup | 304 |
| Project management | 240 |
| Communication | 148 |
| Finance/billing | 119 |
| Deploying | 111 |
| Research | 78 |
I spend almost as much time building skills (616) as building features (1,023). Every skill I build saves hours the following week. The system keeps building itself.
Feb 6
One day. 529 messages. 13 projects. 157 context switches.
- Built an analytics platform from scratch (Wachturm), deployed it
- Set up Tailscale private infrastructure, security reviewed
- Built a lead gen pipeline for a client. Apify scrapers into Supabase into Slack
- Cleaned up 1,500+ Readwise articles with auto-tagging
- Drafted client emails in German about invoice matching
- Analyzed December spending, migrated expense tracking to a new skill
- Deleted 20+ old GitHub repos
- Built 3 new skills
- Logged hours, posted weekly updates, did code reviews
One terminal. No app switching.
The Skill
About 400 lines of JavaScript. Parses the .jsonl session files that pi stores in ~/.pi/agent/sessions/, extracts user messages, computes stats: daily breakdown, project distribution, hourly activity, work categories, skill usage, message lengths, first and last message of each day.
1# Last 7 days
2review.js
3
4# Specific range
5review.js --from 2026-02-01 --to 2026-02-16
6
7# JSON for piping
8review.js --json
Going to run this weekly now. Partly to see where time actually goes vs where I think it goes. Partly for content.
Available in the skills pack .
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