Back Of The Envelope
Turns "high traffic" into QPS, storage, bandwidth and server-count numbers, with a script to check the math.
Test report
- Verdict
- Tested · Works
- Score
- Tested
- Jul 15, 2026
- Environment
- Claude Code 2.x (agent harness)
- Upstream re-checked
- Aug 10, 2026 · 29b900d
Ran the bundled botec.py on a 50M-DAU photo-app scenario: it produced peak QPS, TB/day storage, PB total, and 1.2GB/s bandwidth with labeled peak factor and units, where an unaided baseline only got avg QPS and total storage — genuinely more complete. Own test_botec.py golden-fixture check passed live. Minor flaw: server-count rounds to "0" instead of "1" for light workloads.
Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works
- Installs cleanly 5/5
- Triggers reliably 5/5
- Output vs. baseline 8/10
- Docs & honesty 5/5
What Back Of The Envelope does
Guides QPS, storage, bandwidth and server-count estimation for system design using standard rule-of-thumb tables (per-server QPS, latency numbers, powers of two). Triggers on estimate/capacity-planning language, and even implicitly whenever a design choice hinges on scale. Ships a deterministic Python calculator (botec.py) with a golden-fixture test.
How to install Back Of The Envelope
git clone https://github.com/proyecto26/system-design-skills
mkdir -p ~/.claude/skills
cp -r system-design-skills/skills/back-of-the-envelope ~/.claude/skills/back-of-the-envelope
Skills live in ~/.claude/skills/ (global) or .claude/skills/
(per-project). Restart Claude Code after installing.
Commands — how to trigger Back Of The Envelope
-
/back-of-the-envelopeTurns "high traffic" into QPS, storage, bandwidth and server-count numbers, with a script to check the math.
It also activates on plain-language prompts like these:
-
estimate the QPS and storage needs for 50 million daily users -
how many servers would I need to handle this traffic load -
calculate bandwidth and storage for a photo-sharing app at scale
Frequently asked questions
- Is the Back Of The Envelope skill free?
- Yes. The skill itself is free from proyecto26/system-design-skills. SkillProof publishes the install command and an independent test verdict at no cost.
- Does Back Of The Envelope work with Claude Code?
- We tested it with Claude Code 2.x (agent harness) on Jul 15, 2026. Verdict: Tested · Works. Ran the bundled botec.py on a 50M-DAU photo-app scenario: it produced peak QPS, TB/day storage, PB total, and 1.2GB/s bandwidth with labeled peak factor and units, where an unaided baseline only got avg QPS and total storage — genuinely more complete. Own test_botec.py golden-fixture check passed live. Minor flaw: server-count rounds to "0" instead of "1" for light workloads.
- What is the Back Of The Envelope SkillProof Score?
- 9.2/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 8/10, docs & honesty 5/5.
- How do I install Back Of The Envelope?
- Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
- Can I use Back Of The Envelope with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
- The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.