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Generate a full persona prompt from a small spec (block types + a chain-of-reasoning DSL block).
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
WHAT: assemble a framework CHAPTER from the two rendered blog posts — run framework.assemble_chapter to copy Blog 1 + Blog 2 verbatim into a self-contained chapter dir, wire the relative cross-links + plugin/skill links + CTAs, and write the chapter.md manifest. WHEN: when Blog 1 + Blog 2 exist and need combining into the publishable chapter unit, or when the user says assemble a chapter / skill2framework (any of).
WHAT: produce Blog 2 of a framework CHAPTER — the mechanical deep-dive ('how it actually works') — for an already-built AIOS/package by reading its impl docs (README architecture sections, design docs, the code's module docstrings) and assembling a faithful mechanics-only article that links back to Blog 1. WHEN: when producing the deep-dive half of a chapter, when you need the technical how-it-works post Blog 1 links to, or when the user says blog 2 / deep dive / skill2framework (any of).
WHAT: the TERMINAL stage — fold a finished framework into the author's SkillTome (the top-level holder + search of all their frameworks) by running framework.fold_into_tome, which registers the framework as a row on a tome volume node's generated ## Frameworks table via skilltree's bind op. WHEN: when a framework package is finished and must be registered in the author's tome/volume, or when the user says fold into the tome / nomicon / skill2framework fold (any of).
WHAT: generate the FRAMEWORK SKILL for an already-built AIOS — the {aios}-volume (its SkillVolume face): one skill that indexes the AIOS's skills + rules + how they relate (as a diagram), gives a decision tree for what to do when, and ROUTES the agent into the AIOS dir. WHEN: when producing the index/router face of a framework package, or when the user says framework skill / volume / skill2framework (any of).
WHAT: produce Blog 1 of a framework CHAPTER — the narrative chapter-opener — for an already-built AIOS/package by reconstructing its journey from its own dir (CLAUDE.md, README, dev log) and FILLING framework.JourneyCore, then rendering with render_blog1 (never hand-write the blog). WHEN: when making a framework/chapter from something already built, when you need the story post that opens a chapter, or when the user says blog organ / narrative blog / skill2framework (any of).
WHAT: package a framework as a Claude Code PLUGIN (its operational face) — run framework.package_plugin to assemble plugin.json + skills/{aios}-volume/SKILL.md + the chapter bundled under resources/, with the skill's chapter links repathed to the bundle. WHEN: when a framework skill + chapter exist and need the installable plugin, or when the user says package the framework / plugin / skill2framework (any of).
| name | make-persona |
| description | Generate a full persona prompt from a small spec (block types + a chain-of-reasoning DSL block). |
One call → a complete persona prompt, deterministically.
from prompt_engineering import make_persona
make_persona({
'name': 'Ada', 'role': 'a senior debugger',
'reasoning': {'foci': ['Symptom','Repro','Bisect'], 'held': 'RootCause', 'decision': 'the minimal fix'},
'rules': ['Reproduce before theorizing.'], 'output': 'A markdown report.',
})
reasoning becomes a ChainOfReasoning block that NESTS an attention chain.