Compile researched character personas into validated, installable bundles for ChatGPT, Gemini, Hermes, and workspace agents.
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Updated
Jul 22, 2026 - Python
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persona-engineering
Here are 4 public repositories matching this topic...
Local AI workbench for embeddings, summarization, and OpenAI Agent SDK–compatible workflows. Supports Gemma models, GPT-OSS tool-calling, hardware acceleration, caching, and rate limiting, plus cloud-offloaded, persona-driven summarization through Gemini.
secure-access production-ai code-summarization code-intelligence fastapi text-embeddings local-ai gemma3 rate-limiting-caching hybrid-reasoning gpt-oss-20b multimodel-llm matryoshka-embeddings persona-engineering
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Dec 21, 2025 - Python
Forensic audit of persona-driven bias in RAG-based LLM agents — 1,120 evaluations across 4 agents, 4 ablation conditions, and 70 tax-compliance scenarios. Shows persona prompts override injected rules (κ = −0.156). Mistral-7B · FAISS · SentenceBERT.
nlp deep-learning pytorch multi-agent mistral faiss rag sentence-transformers tax-compliance bias-audit llm prompt-engineering llm-evaluation persona-engineering
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May 16, 2026 - Python
Real-time voice chat with AI + immersive 3D audio-reactive visuals
webgl threejs lit tts gemini glsl-shaders 3d gemini-api ai-voice prompt-engineering genai ai-voice-assistant persona-engineering
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Dec 12, 2025 - TypeScript
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