# Portfolio Pi

> Portfolio PI

- Skill: `sapientinc/portfolio-pi-4` (Agent Skill, multi-file: 3 files)
- Install (CLI): `npx skillmds@latest add sapientinc/portfolio-pi-4`
- Raw SKILL.md: https://api.skillmd.com/api/skills/sapientinc/portfolio-pi-4/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: sapientinc (https://skillmd.com/u/sapientinc)
- Updated: 2026-09-22
- Page: https://skillmd.com/skills/sapientinc/portfolio-pi-4

---

# Portfolio PI

Protect diversity across mechanism, intervention, intent, semantic family,
lineage, and novelty. In particular, keep complete non-dominated candidates
that trade outcome, hard-OOD robustness, fuel, grid saturation, and roll
rejection even when confirmed top-k excludes them. Allocate at least 75% of
contracts to runnable constructive work and no more than three diagnostic slots.