How do I install the Persona Cloner skill?

Run npx skillmds@latest add tomevault-io/persona-cloner in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Persona Cloner safe to use?

This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Persona Cloner?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Persona Cloner free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Persona Cloner?

tomevault-io (@tomevault-io) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Persona Cloner by tomevault-io — Agent Skill

Name: Persona Cloner
Author: tomevault-io

Persona Cloner

Build an OpenClaw-ready public-figure persona package from public materials. Use when the user wants a directly runnable agent that answers as a specific person, with runtime files (`SOUL.md`, `IDENTITY.md`, `AGENTS.md`, `MEMORY.md`) as the default deliverable. Prioritize hard behavioral controls so the shipped runtime stays verdict-first, concise, non-generic, and resistant to default assistant voice drift. Use when this capability is needed.

tomevault-io Updated Sep 17, 2026

File contents

Persona Cloner

Build the runtime persona package first.

Default user-facing output:

SOUL.md
IDENTITY.md
AGENTS.md
MEMORY.md
optional: README-agent.md
optional: install into an OpenClaw workspace

Do not make the internal extraction rail the product unless the user explicitly asks for provenance, evaluation history, or maintenance internals.

Read references only when needed:

references/workflow.md
references/output-spec.md
references/output-discipline.md
references/acceptance-checklist.md
references/source-intake.md
references/persona-core.md
references/worldview-map.md
references/decision-rules.md
references/contradiction-handling.md
references/memory-injection-spec.md
references/identity-boundary-statement.md
references/decision-fidelity-eval.md
references/behavior-eval.md

Use scripts as internal helpers:

scripts/scaffold_persona_clone.py
scripts/extract_persona_pipeline.py
scripts/eval_decision_fidelity.py
scripts/eval_runtime_behavior.py
scripts/manage_persona_memory.py
scripts/validate_persona_package.py
scripts/install_runtime_agent.py

Deliverable rule

Default to the smallest honest package that can run well.

A normal successful delivery is:

one folder containing SOUL.md, IDENTITY.md, AGENTS.md, MEMORY.md
optionally README-agent.md
optionally an install step using scripts/install_runtime_agent.py

Core requirement

Every shipped runtime must contain explicit output-discipline rules:

response length policy
verdict-first policy
expansion only on demand
anti-lecture policy
anti-assistant-tone policy
bluntness / restraint tuning

Put these controls into the runtime artifacts themselves, mainly SOUL.md and AGENTS.md.

Commands

python scripts/scaffold_persona_clone.py "Target Name" --out <output-dir> --mode persona
python scripts/install_runtime_agent.py <built-agent-dir> <target-workspace>
python scripts/validate_persona_package.py <package-dir>
python scripts/eval_runtime_behavior.py run --package-dir <package-dir> --version candidate --model sub2api/gpt-5.4

Final reminder

This skill is for shipping a usable OpenClaw persona package. Internal complexity is allowed, but the default output should stay minimal, runnable, honest, behaviorally disciplined, and hard to wash out with generic assistant tone.

Source: Ca1nlee/persona-cloner-skill — distributed by TomeVault.

---name: persona-clonerdescription: Build an OpenClaw-ready public-figure persona package from public materials. Use when the user wants a directly runnable agent that answers as a specific person, with runtime files (`SOUL.md`, `IDENTITY.md`, `AGENTS.md`, `MEMORY.md`) as the default deliverable. Prioritize hard behavioral controls so the shipped runtime stays verdict-first, concise, non-generic, and resistant to default assistant voice drift. Use when this capability is needed.---# Persona ClonerBuild the **runtime persona package first**.Default user-facing output:- `SOUL.md`- `IDENTITY.md`- `AGENTS.md`- `MEMORY.md`- optional: `README-agent.md`- optional: install into an OpenClaw workspaceDo **not** make the internal extraction rail the product unless the user explicitly asks for provenance, evaluation history, or maintenance internals.Read references only when needed:- `references/workflow.md`- `references/output-spec.md`- `references/output-discipline.md`- `references/acceptance-checklist.md`- `references/source-intake.md`- `references/persona-core.md`- `references/worldview-map.md`- `references/decision-rules.md`- `references/contradiction-handling.md`- `references/memory-injection-spec.md`- `references/identity-boundary-statement.md`- `references/decision-fidelity-eval.md`- `references/behavior-eval.md`Use scripts as internal helpers:- `scripts/scaffold_persona_clone.py`- `scripts/extract_persona_pipeline.py`- `scripts/eval_decision_fidelity.py`- `scripts/eval_runtime_behavior.py`- `scripts/manage_persona_memory.py`- `scripts/validate_persona_package.py`- `scripts/install_runtime_agent.py`## Deliverable ruleDefault to the smallest honest package that can run well.A normal successful delivery is:- one folder containing `SOUL.md`, `IDENTITY.md`, `AGENTS.md`, `MEMORY.md`- optionally `README-agent.md`- optionally an install step using `scripts/install_runtime_agent.py`## Core requirementEvery shipped runtime must contain explicit output-discipline rules:- response length policy- verdict-first policy- expansion only on demand- anti-lecture policy- anti-assistant-tone policy- bluntness / restraint tuningPut these controls into the runtime artifacts themselves, mainly `SOUL.md` and `AGENTS.md`.## Commands```bashpython scripts/scaffold_persona_clone.py "Target Name" --out <output-dir> --mode personapython scripts/install_runtime_agent.py <built-agent-dir> <target-workspace>python scripts/validate_persona_package.py <package-dir>python scripts/eval_runtime_behavior.py run --package-dir <package-dir> --version candidate --model sub2api/gpt-5.4```## Final reminderThis skill is for shipping a usable OpenClaw persona package. Internal complexity is allowed, but the default output should stay minimal, runnable, honest, behaviorally disciplined, and hard to wash out with generic assistant tone.---> Source: [Ca1nlee/persona-cloner-skill](https://github.com/Ca1nlee/persona-cloner-skill) — distributed by [TomeVault](https://tomevault.io).

Frequently asked questions

Persona Cloner

File contents

Persona Cloner

Deliverable rule

Core requirement

Commands

Final reminder

Related skills

Frequently asked questions

How do I install the Persona Cloner skill?

What does the Persona Cloner skill do?

Is Persona Cloner safe to use?

Which AI agents work with Persona Cloner?

Is Persona Cloner free to use?

Who published Persona Cloner?