---
name: ellmos-ai/build-your-users-mind
source: https://app.decimal.ai/s/ellmos-ai-build-your-users-mind@1/SKILL.md
source_sha256: dbf96986839d
---
# build-your-users-mind — Public, provider-neutral pointer
This skill is a thin pointer to the public module
[`ellmos-ai/build-your-users-mind`](https://github.com/ellmos-ai/build-your-users-mind).
The module contains the complete recipe, templates, schemas, scripts, tests and
source-adapter documentation. This catalog does not duplicate that code.
## What the module does
With the operator's explicit authorization, the module helps an agent:
1. extract genuine user-authored turns from the operator's own interaction logs;
2. redact sensitive material before persistent storage;
3. reduce and classify evidence about recurring preferences and decisions;
4. create a local preference model with confidence levels and provenance;
5. bind a short pointer into the selected agent runtime; and
6. calibrate predictions against real later feedback.
The public module is a recipe for any user and any supported agent runtime. It
does not contain a model of a specific person.
## Safety and privacy boundary
- Operator authorization is required before reading interaction logs.
- Personal profiles, raw logs, evidence corpora and local paths remain private.
- Predictions are uncertain hypotheses, not mind-reading, diagnosis or statements
made by the user.
- A preference prediction never expands the agent's authority.
- External, irreversible, safety-critical, legal, medical, employment,
financial or similarly high-impact actions require explicit confirmation.
- Agent-generated predictions must never become primary evidence about the user.
## Installation
```bash
git clone https://github.com/ellmos-ai/build-your-users-mind.git
```
Follow the module's current `README.md`, `SKILL.md`, `SOURCE-ADAPTERS.md` and
privacy instructions. Keep the generated user profile outside public
repositories. The module repository is authoritative for implementation and
versioning.
## Public core and private profiles
`build-your-users-mind` is the public, user-neutral module name.
`decision-avatar` is the public runtime protocol in this catalog. A named
person's avatar, evidence files, local commands and profile-specific defaults
are private overlays and must not be published under a personal skill name.
## Changelog
### 1.0.0 (2026-07-30)
- Added the neutral pointer to the standalone public module.
- Replaced the previously published personal avatar profile with a strict
public-core/private-profile boundary.