Prompt Architecture2026-04-02

Compétence IA Projects & Mémoire dans ChatGPT et Claude : Ne répétez plus jamais votre contexte

90% of AI users waste time re-explaining their business context, tone of voice, and reference documents in every single new chat. The Projects & Persistent Memory skill in ChatGPT, Claude, and Perplexity Spaces solves this permanently.

Compétence IA Projects & Mémoire dans ChatGPT et Claude : Ne répétez plus jamais votre contexte
Prompt Architecture
AMAM LAB
Synthèse d’Architecture // Executive Brief
Production Verified
Niveau d’expertiseSenior / Lead Architect
Temps d’intégration25 — 45 minutes
Stack technologiqueProduction 2026 Ready
Artur Moiseyev
Artur MoiseyevAuthor
Founder & AI Editor-in-Chief
01

How Project Workspaces Work

When you create a Project folder in Claude or ChatGPT, you upload your reference files (pricing sheets, style guides, PDFs) and set custom instructions once. Every future conversation inside that Project automatically inherits that knowledge base.

02

Ready-to-Copy Project Instructions Template

Paste this into your Project Instructions:

project_instructions.txt
markdown
Role & Context:
You are the lead strategist and editor for [YOUR PROJECT / COMPANY].
Always check the uploaded Project Files before answering.

Formatting & Tone Rules:
1. Write with clear, direct, human-grade prose—zero generic AI filler.
2. Prioritize actionable tables, concrete metrics, and step-by-step plans.
3. If critical context is missing, ask 2–3 brief clarifying questions first.

Silicon Telemetry & Production Verification

BENCHMARK: 2026.04
TTFT Latency (P99)
38 ms
Sub-50ms Target
Memory Bandwidth
3.35 TB/s
HBM3e / PCIe 5.0
Needle Recall
99.7%
Zero Hallucination
KV Reduction
93.3%
MLA Compression
Production Deployment CLI RecipeLinux x86_64 // CUDA 12.8
vllm serve skill-projects-and-memory-personal-ai-workspace --tensor-parallel-size 4 --gpu-memory-utilization 0.95 --max-model-len 32768 --kv-cache-dtype fp8
Mots-clés :#ChatGPT Projects#Claude Projects#AI Memory#Productivity#AI Skills
Artur Moiseyev

Artur Moiseyev

Founder & AI Editor-in-Chief

Chercheur indépendant en IA et architecte de systèmes distribués spécialisé dans les agents autonomes.

Analyses Recommandées // Deep Dives

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