| name | build-your-users-mind |
| version | 1.0.0 |
| type | skill |
| author | ellmos contributors |
| created | "2026-07-30T00:00:00.000Z" |
| updated | "2026-07-30T00:00:00.000Z" |
| description | Points to the public, provider-neutral build-your-users-mind module: a privacy-aware recipe for building an empirical Theory-of-Mind preference model of an authorized user from that user's own interaction logs. Use when an operator wants to build, validate, bind, or maintain a decision-avatar profile without publishing the personal profile or its evidence.
|
| standalone | false |
| anthropic_compatible | true |
| bach_compatible | false |
| bach_origin | false |
| category | utilities |
| tags | ["theory-of-mind","user-model","decision-avatar","feedback","privacy","pointer-skill"] |
| language | en |
| status | active |
| dependencies | {"tools":[],"services":[],"protocols":[],"python":[]} |
| provenance | {"origin":"external","origin_path":"SKILL.md, templates/, scripts/, schemas/, TAXONOMY.md","origin_version":"1.0.0","origin_repo":"https://github.com/ellmos-ai/build-your-users-mind","last_sync_from_origin":"2026-07-30","last_sync_to_origin":null,"local_changes_since_sync":false} |
build-your-users-mind — Public, provider-neutral pointer
This skill is a thin pointer to the public module
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:
- extract genuine user-authored turns from the operator's own interaction logs;
- redact sensitive material before persistent storage;
- reduce and classify evidence about recurring preferences and decisions;
- create a local preference model with confidence levels and provenance;
- bind a short pointer into the selected agent runtime; and
- 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
git clone https://github.com/ellmos-ai/build-your-users-mind.git <clone-path>
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.
