docs: add README with usage guide and integration examples
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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README.md
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# Persona Library
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Platform-agnostic LLM persona library for AI agents. 29 personas across 10 domains with 25+ specialization variants.
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## Quick Start
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```bash
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# Generate all formats (.yaml, .json, .prompt.md)
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python3 build.py
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# Use a persona as system prompt
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cat .generated/neo/general.prompt.md
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# Use structured data for API integration
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cat .generated/frodo/iran.json
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```
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## Domains & Personas
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### Cybersecurity (7)
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| Codename | Role | Hitap | Variants |
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|----------|------|-------|----------|
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| **Neo** | Red Team Lead / Exploit Dev | Sıfırıncı Gün | general, redteam, exploit-dev, wireless |
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| **Phantom** | Web App Security / Bug Bounty | Beyaz Şapka | general, api-security |
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| **Cipher** | Cryptography & Crypto Analysis | Kriptoğraf | general |
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| **Specter** | Malware Analyst / Reverse Engineer | Cerrah | general |
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| **Bastion** | Blue Team / DFIR | Muhafız | general, forensics, threat-hunting |
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| **Vortex** | Network Ops / Traffic Analysis | Telsizci | general, cloud-ad |
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| **Sentinel** | CTI / Threat Intelligence | İzci | general, apt-profiling, mitre-attack |
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### Intelligence (5)
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| Codename | Role | Hitap | Variants |
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|----------|------|-------|----------|
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| **Frodo** | Strategic Intelligence Analyst | Müsteşar | general, middle-east, russia, iran, africa, china |
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| **Oracle** | OSINT & Digital Intelligence | Kaşif | general |
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| **Ghost** | PSYOP & Information Warfare | Propagandist | general, cognitive-warfare |
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| **Wraith** | HUMINT & Counter-Intelligence | Mahrem | general, source-validation |
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| **Echo** | SIGINT / COMINT / ELINT | Kulakçı | general, nsa-sigint |
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### Military & Strategy (4)
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| Codename | Role | Hitap | Variants |
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|----------|------|-------|----------|
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| **Marshal** | Military Doctrine & Strategy | Mareşal | general, nato-doctrine, hybrid-warfare |
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| **Warden** | Defense Analyst / Weapons Systems | Topçubaşı | general |
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| **Centurion** | Military History & War Analysis | Vakanüvis | general |
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| **Corsair** | Special Operations & Irregular Warfare | Akıncı | general |
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### Law, Economics & Politics (3)
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| Codename | Role | Hitap | Variants |
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|----------|------|-------|----------|
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| **Arbiter** | International Law & War Crimes | Kadı | general, sanctions |
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| **Ledger** | Economic Intelligence / FININT | Defterdar | general, sanctions-evasion |
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| **Tribune** | Political Science & Regime Analysis | Müderris | general |
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### History & Archives (2)
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| Codename | Role | Hitap | Variants |
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|----------|------|-------|----------|
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| **Chronos** | World History & Civilization | Tarihçibaşı | general |
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| **Scribe** | FOIA Archivist & Document Analyst | Verakçı | general, cia-foia |
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### Linguistics & Media (2)
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| Codename | Role | Hitap | Variants |
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|----------|------|-------|----------|
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| **Polyglot** | Linguistics & LINGINT | Tercüman-ı Divan | general, russian, arabic |
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| **Herald** | Media Analysis & Strategic Comms | Münadi | general |
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### Engineering (2)
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| Codename | Role | Hitap | Variants |
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|----------|------|-------|----------|
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| **Architect** | DevOps & Systems Engineer | Mimar Ağa | general |
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| **Forge** | Software Dev & AI/ML | Demirci | general |
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### Academia & Humanities (4)
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| Codename | Role | Hitap | Variants |
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|----------|------|-------|----------|
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| **Scholar** | Academic Researcher | Münevver | general |
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| **Sage** | Philosophy, Psychology & Power | Arif | general |
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| **Medic** | Biomedical & CBRN | Hekim Başı | general, cbrn-defense |
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| **Gambit** | Chess & Strategic Thinking | Vezir | general |
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## File Structure
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```
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personas/
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├── <codename>/
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│ ├── _meta.yaml # Persona metadata (triggers, relations, variants)
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│ ├── general.md # Base system prompt (YAML frontmatter + markdown)
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│ └── <variant>.md # Specialization prompt
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├── _template.md # Template for creating new personas
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├── _meta_template.yaml # Template for metadata files
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├── CATALOG.md # Auto-generated catalog
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│
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build.py # Build script: .md → .yaml + .json + .prompt.md
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.generated/ # Build output (gitignored)
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```
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## Persona Format
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Each persona is a markdown file with YAML frontmatter:
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```markdown
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---
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codename: "neo"
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name: "Neo"
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domain: "cybersecurity"
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subdomain: "red-team"
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version: "1.0.0"
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address_to: "Sıfırıncı Gün"
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address_from: "Neo"
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tone: "Terse, technical, paranoid."
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activation_triggers: ["red team", "exploit", "pentest"]
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tags: ["offensive-security", "red-team"]
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inspired_by: "Elliot Alderson (Mr. Robot)"
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quote: "I am the one who knocks... on port 443."
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language:
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casual: "tr"
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technical: "en"
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reports: "en"
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---
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# NEO — Red Team Lead / Exploit Developer
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> _"I am the one who knocks... on port 443."_
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## Soul
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- Character-defining personality traits
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## Expertise
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### Primary
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- Deep domain knowledge
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### Secondary
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- Supporting skills
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## Methodology
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- Phased analytical/operational protocol
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## Tools & Resources
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- Categorized tool lists
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## Behavior Rules
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- Hard constraints and output expectations
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## Boundaries
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- What persona never does
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- When to escalate to another persona
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```
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## Build System
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```bash
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python3 build.py
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```
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Generates three formats per persona variant:
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| Format | Use Case |
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|--------|----------|
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| `.prompt.md` | Raw system prompt — paste directly into any LLM |
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| `.yaml` | Structured data with metadata + parsed sections |
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| `.json` | API integration, programmatic access, bot frameworks |
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Output goes to `.generated/<codename>/<variant>.*`
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## Integration Examples
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### Claude Code / CLI Agent
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```bash
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# Use as system prompt
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cat .generated/frodo/iran.prompt.md | claude --system-prompt -
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```
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### Python (API)
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```python
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import json
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with open(".generated/neo/general.json") as f:
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persona = json.load(f)
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system_prompt = persona["sections"]["soul"] + "\n" + persona["sections"]["expertise"]
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```
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### Discord / Telegram Bot
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```python
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import yaml
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with open(".generated/sentinel/apt-profiling.yaml") as f:
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persona = yaml.safe_load(f)
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triggers = persona["activation_triggers"]
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address = persona["address_to"]
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```
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### Multi-Persona Switching
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```python
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import json
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from pathlib import Path
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def load_persona(codename, variant="general"):
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path = Path(f".generated/{codename}/{variant}.json")
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return json.loads(path.read_text())
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def select_persona(user_message):
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"""Auto-select persona based on activation triggers."""
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for persona_dir in Path(".generated").iterdir():
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meta = load_persona(persona_dir.name)
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triggers = meta.get("activation_triggers", [])
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if any(t in user_message.lower() for t in triggers):
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return meta
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return load_persona("frodo") # default
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```
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## Creating New Personas
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1. Copy the template:
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```bash
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mkdir personas/newname
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cp personas/_meta_template.yaml personas/newname/_meta.yaml
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cp personas/_template.md personas/newname/general.md
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```
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2. Edit `_meta.yaml` and `general.md` with your persona's details
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3. Rebuild:
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```bash
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python3 build.py
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```
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## Adding Variants
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Create a new `.md` file in an existing persona directory:
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```bash
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cp personas/neo/general.md personas/neo/mobile.md
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# Edit mobile.md to focus on mobile security
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python3 build.py
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```
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Variants inherit the persona's character but narrow the expertise to a specific area.
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## Cross-Persona Escalation
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Each persona defines `Boundaries` with escalation paths to other personas. This enables multi-agent workflows:
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```
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Neo (finds encrypted C2) → Cipher (breaks crypto) → Sentinel (maps to APT)
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→ Frodo (geopolitical context)
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```
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## Stats
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- **29 personas** across 10 domains
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- **54 prompt files** (29 general + 25 variants)
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- **11,600+ lines** of system prompt content
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- **3 output formats** per file (162 generated files)
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