~ / leaderboard / skill / principle-explain-the-number
Skill · #1781 
principle-explain-the-number
Apply before you trust, report, or act on a number you measured: a speedup, a regression, a throughput, a latency, or an eval result. Find what limits it, and rule out that it measured something other
5rigs use it
0%of all rigs
4.4kavg rig context tax
Get it
$ npx degit michael-denyer/pstack-claude/plugins/pstack/skills/principle-explain-the-number .claude/skills/principle-explain-the-number From the most-starred rig that ships it: michael-denyer/pstack-claude. Same-named skills in different rigs may differ — review before use.
Often used together with
unslop · 5principle-build-the-lever · 5principle-encode-lessons-in-structure · 5principle-fix-root-causes · 5principle-guard-the-context-window · 5principle-laziness-protocol · 5principle-minimize-reader-load · 5principle-prove-it-works · 5principle-redesign-from-first-principles · 5principle-subtract-before-you-add · 5
Rigs using principle-explain-the-number (5)
michael-denyer/pstack-claude
Claude Code, Codex, Pi, OpenCode, Gemini, and Prime Agent versions of Poteto's pstack. Rigorous agent workflows with Cursor primitives translated for other harnesses.
Skill Collector 3.7k tok ·
arjitj2/open-pstack
Pstack for Codex and Claude Code, with cross-provider routing and automatic failover. Devin, Cursor, Antigravity, OpenCode, and Grok subagents available. All using your own subscriptions.
Skill Collector 5.8k tok ·
creedants/pstack-t3
Lauren Tan's pstack agent skills, ported to T3 Code so any model can lead and other models can review the work. Adds brigade, a standing coordinator per project that runs each unit of work in its own git worktree, has another model family r
Skill Collector 4.6k tok ·
rnegron/dotfiles
A repository for hosting my MacOS configuration files
Skill Collector 3.1k tok ·
madcatone/agentic-mode
A documentation contract that makes any repo legible to any collaborator — human or agent, no chat history: layered ID-joined docs, a stdlib checker, a CI gate, plus 7 installable agent skills.
Skill Collector 5.1k tok ·