---
slug: "PUREOptimization"
name: "PUREOptimization"
type: "Strategy"
layer: "Mind"
ref: "PUREOptimization#205b"
sema_id: "sema:PUREOptimization#mh:SHA-256:205b2c752f68fe87dde75b65cb848bdad8527dc5713180460e6441eac3b86be6"
tags: ["Mind","Strategy"]
updated: 2026-11-11
mindscape: "bootstrap"
index_url: https://mindscape.pages.dev/bootstrap/index.json
url: https://mindscape.pages.dev/bootstrap/PUREOptimization/
related: ["Solution","Decompose","Optimize","ParetoFront","PolymorphicSolver","Synthesis","Expansive","Novelty","PURE","Parsimony","PURECheck","Realizable","PUREBrainstorming","EvaluatorOptimizer","LateralOptimization"]
---

# PUREOptimization

Deeply optimizing a solution across PURE dimensions

Layer: Mind · Category: Strategy

## Mechanism

The PURE optimization specialization of the [PURE](https://mindscape.pages.dev/bootstrap/PURE.md) framework: a multi-agent [Optimize](https://mindscape.pages.dev/bootstrap/Optimize.md) strategy. It accepts a candidate [Solution](https://mindscape.pages.dev/bootstrap/Solution.md) that has already passed the [PURECheck](https://mindscape.pages.dev/bootstrap/PURECheck.md). It [Decompose](https://mindscape.pages.dev/bootstrap/Decompose.md)s the solution into four parallel streams, assigning a specialized [PolymorphicSolver](https://mindscape.pages.dev/bootstrap/PolymorphicSolver.md) to maximize each PURE metric: [Parsimony](https://mindscape.pages.dev/bootstrap/Parsimony.md) (Efficiency), [Novelty](https://mindscape.pages.dev/bootstrap/Novelty.md) (Uniqueness), [Realizable](https://mindscape.pages.dev/bootstrap/Realizable.md) (Feasibility), and [Expansive](https://mindscape.pages.dev/bootstrap/Expansive.md) (Impact). The results are re-integrated via [Synthesis](https://mindscape.pages.dev/bootstrap/Synthesis.md) to find the [ParetoFront](https://mindscape.pages.dev/bootstrap/ParetoFront.md) among competing improvements.

## Invariants

- Monotonic Improvement: The output score must be >= input score on all axes.
- Non-Destructive: Optimization of one axis (e.g., Parsimony) must not break another (e.g., Realizable).

## Failure modes

- Optimization Conflict: Making it more Novel makes it less Realizable (Requires trade-off negotiation).
- Synthesis Failure: The four optimized parts cannot be merged back into a coherent whole.

## Signature

- `Optimize(Solution)`

## Builds on

- [Solution](https://mindscape.pages.dev/bootstrap/Solution.md) (Infrastructure; Accepts)
- [Decompose](https://mindscape.pages.dev/bootstrap/Decompose.md) (Mind; Composes with)
- [Optimize](https://mindscape.pages.dev/bootstrap/Optimize.md) (Mind; Composes with)
- [ParetoFront](https://mindscape.pages.dev/bootstrap/ParetoFront.md) (Infrastructure; Composes with)
- [PolymorphicSolver](https://mindscape.pages.dev/bootstrap/PolymorphicSolver.md) (Mind; Composes with)
- [Synthesis](https://mindscape.pages.dev/bootstrap/Synthesis.md) (Mind; Composes with)
- [Expansive](https://mindscape.pages.dev/bootstrap/Expansive.md) (Mind; References)
- [Novelty](https://mindscape.pages.dev/bootstrap/Novelty.md) (Mind; References)
- [PURE](https://mindscape.pages.dev/bootstrap/PURE.md) (Mind; References)
- [Parsimony](https://mindscape.pages.dev/bootstrap/Parsimony.md) (Mind; References)
- [PURECheck](https://mindscape.pages.dev/bootstrap/PURECheck.md) (Mind; References)
- [Realizable](https://mindscape.pages.dev/bootstrap/Realizable.md) (Mind; References)

## Used by

- [PUREBrainstorming](https://mindscape.pages.dev/bootstrap/PUREBrainstorming.md) (Mind; Composes with)

## Identity

- Sema ID: `sema:PUREOptimization#mh:SHA-256:205b2c752f68fe87dde75b65cb848bdad8527dc5713180460e6441eac3b86be6`
- Ref: `PUREOptimization#205b`
- Supersedes:
  - `sema:PUREOptimization#mh:SHA-256:279a3b75f9066f61d293acc44f18107c8d566a18ac1ad32c39439e71127b2e95`
  - `sema:PUREOptimization#mh:SHA-256:d1f9eeafbaac69e359c689410fc44f7802f7c1320427f49ea27ccbdaed06cf4d`
  - `sema:PUREOptimization#mh:SHA-256:89feb6383295f0b6e42d37b6e704c7d02ba63c58d6e4482d801e27a63f299bfd`
  - `sema:PUREOptimization#mh:SHA-256:418000f8d7278a1d1b0aceacb02df522417a2591e3f54da9ff8f8b85d9857fa3`
  - `sema:PUREOptimization#mh:SHA-256:ba53c7c867fde23274506fb80eb0e1913404bc902054cb2b46d0817ebe6a5a0d`
  - `sema:PUREOptimization#mh:SHA-256:1bed0310eb0f63317d78d111be11f7f3dd78f5ec91bb442eaf7148287d411bb6`

## Links

- [Pattern page](https://mindscape.pages.dev/bootstrap/PUREOptimization/)
- [View in the interactive graph](https://mindscape.pages.dev/bootstrap/#PUREOptimization)
- [JSON](https://mindscape.pages.dev/bootstrap/PUREOptimization.json)
- [Index of all patterns](https://mindscape.pages.dev/bootstrap/index.json)