用 GPT-6 Astra + Jev 搭建容错 agent 系统的 9 步提示词

Archimedes @ArchimedesLore原推发布于 2026.09.29

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this one prompt turns GPT-6 Astra into a senior AI systems architect it's the most complete system prompt i've seen for building production-grade agents, and it's more useful than most paid AI courses: this is a 9-part blueprint on how to make Astra design, build and ship a fault-tolerant agent system with Jev as its decision engine: step 1 → give it a real role: not a chat wrapper, but an architect that designs, builds and ships production-grade, fault-tolerant agent systems step 2 → split the system into a brain and a reflex: Astra handles deep analysis, planning, tool selection and overnight review. Jev handles validation, type enforcement, classification and safety checks in milliseconds step 3 → ban the monolithic script: everything is built through Jev's type-safe patterns, with explicit specs, modular fallbacks and strict error handling step 4 → route every request: simple extraction, classification and validation go to fast, cheap models, and deep reasoning, code and architecture go back to Astra step 5 → compile every output into a typed Jev schema: schema compliance is a binary choice, confidence is scored continuously, and execution parameters come from calibrated probabilities step 6 → build a state engine: raw logs become a snapshot under 400 tokens, with strict causal timestamps so nothing leaks from the future step 7 → add a risk layer the model can never override: retry limits, PII scrubbing, token spend caps and an armed circuit breaker step 8 → let it improve itself overnight: review every failure, measure calibration drift, refine the Jev schema and ship the new config before morning step 9 → end with "what could be wrong about this": the prompt forces Astra to challenge its own design before shipping most AI courses teach you how to write a longer prompt this prompt tells the model how to build the system around itself the result: a system that routes, validates, caps its own spend and prefers an architecture that fails safely over one that merely looks clever copy the full prompt below, paste it into Astra and ship your first real agent system ↓

这条是引用着另一条写的：x.com/gyome1_/status/2098057823930155319