NeuralForge.FM · Memory Governance · Pure Signal, Zero Noise

Memory you can trust.

Memory primitives became commodities in 2026. Trust in memory did not. Memory Mastery is the governance layer above your agent's memory — any runtime, any vendor, any store — adding the one thing none of them provide: verifiable trust on what's remembered.

3skills
6memory layers
7agent runtimes
0vendor lock-ins

01 / The landscape

The memory problem got solved.
The trust problem got exposed.

SOLVED

Primitives

First-party memory tools, filesystem-backed managed memory, self-improving curation. Store-and-recall is now infrastructure you rent.

SOLVED

Open-source capture

The community engine crowd owns capture → compress → inject. Sixty-thousand-star defaults exist. That fight is over too.

WIDE OPEN

Governance & trust

Nobody verifies whether a stored memory is true. Nobody scores how much to trust it. Nothing travels across vendors. This is the layer we build.

Every major solution is locked to its ecosystem — and no vendor will ever verify memory against its competitors. Cross-family trust is only credible from a neutral layer.

02 / The collection

Three skills. Any runtime. Governed memory.

03 / The architecture

One 6-layer model under everything.

01ROUTING

where to look — a tiny index, not a warehouse

02CAPTURE

what happened — automated session hooks

03COMPILE

what it means — LLM-powered extraction

04DURABLE

what is real — human-owned truth (PARA)

05GRAPH

how things connect — backlinks & relations

06RECALL

what to remember now — hot cache injection

Plus an optional seventh discipline — Memory Engineering: formalized memory units, retrieval scoring, progressive disclosure, and voice/vision capture via live multimodal models.

memory governance·trust-scored memory·cross-family memory consensus

04 / Where this goes

The trust layer, quantified.

v2.x

FORGE SCORE

A portable, quantified trust signal attached to individual memory units — verifiable by any runtime that reads markdown.

v2.x

PSZN CONSENSUS

The same memory unit verified across model families — Claude, GPT, Gemini, DeepSeek — before it earns trust. Powered by PSZN.dev.

v2.x

PRIMITIVE ADAPTERS

First-class audit targets for Anthropic Memory Tool exports and claude-mem stores. Govern what you already run.

Your agent already remembers.
Now make it trustworthy.

MIT licensed · markdown + shell, no vector DB required · OpenClaw, Claude Code, Hermes, Agent Zero, NemoClaw, Paperclip & generic runtimes