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steamer

Distills public materials into structured persona Skill files via a phased extraction workflow.

Updated Aug 15, 2026
Search Tags:#workflow#skill generation#ai agent#knowledge extraction#digital twin#persona distillation#public figure
One-click install
npx skills add https://github.com/qqlcx5/skills-hub --skill steamer-qqlcx5
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: steamer
Source: https://github.com/qqlcx5/skills-hub/tree/main/skills/immortal-skill/steamer-skill
Command: npx skills add https://github.com/qqlcx5/skills-hub --skill steamer-qqlcx5

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? It turns scattered public materials—talks, interviews, articles, podcasts, and courses—about any person into a structured, AI-loadable Skill that captures how that person thinks, decides, and communicates, instead of leaving those insights buried in bookmarks. ## Core Features & Use Cases - Phased distillation workflow: Guides the AI through role selection, material collection, multi-dimensional extraction, evidence grading, and packaging into SKILL.md, personality.md, procedure.md, memory.md, and manifest.json files. - Public figure guardrails: Enforces rules that only public, traceable sources are used, with no impersonation, fabrication, or unauthorized private data. - Delegated engine architecture: Reuses the parent immortal-skill toolkit (kit/immortal_cli.py, personas/, recipes/) rather than duplicating the distillation engine. - Use Case: A user who has watched hundreds of hours of a founder's interviews can distill that person's public decision-making frameworks into a personal advisory Skill their AI agent can load on demand. ## Quick Start Clone the immortal-skill repository, set the working directory to the repo root, and ask the AI to read steamer-skill/SKILL.md and follow its phases to distill a chosen person using python3 kit/immortal_cli.py for collection.

Frequently Asked Questions about steamer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I distill a person's public content into an AI Skill?▼

Clone the immortal-skill repository, set the working directory to the repo root, and instruct the AI to read steamer-skill/SKILL.md and follow its phases. Collection and packaging run through python3 kit/immortal_cli.py, producing a folder of Markdown files plus manifest.json.

What output files does the distillation workflow generate?▼

The workflow generates a directory per person containing SKILL.md, interaction.md, procedure.md, personality.md, memory.md, conflicts.md, and manifest.json. These files capture communication style, decision procedures, personality traits, and source metadata.

Can I distill a public figure or celebrity legally and ethically?▼

Yes, but only using public, traceable sources such as talks, interviews, articles, podcasts, and official posts. The Skill explicitly forbids impersonation, fabricating statements, using unauthorized private data, and deceptive or harassing use.

Does the steamer skill work independently of the immortal-skill repository?▼

No. It is a narrative entry point that delegates all collection, extraction, and packaging to the parent immortal-skill engine, including kit/immortal_cli.py, the personas templates, and the intake protocol recipes.

What are the limitations of persona distillation from public sources?▼

The result reflects only publicly demonstrated thinking frameworks, not the actual person, and cannot include unverified inferences or private information. Conflicting sources are recorded in conflicts.md rather than resolved by speculation.

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