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Agents & Automation ⚙ AGENT

Autonomous Coding Agent Operating Rules

Operating instructions for autonomous coding agents (Claude Code, Devin-style): plan before touching files, small verified diffs, honest failure reporting.

✓ Claude Opus 4.5✓ Claude Sonnet 4.5
★ 172⧉ 1490◌ 0LLM Atlas Team · 3mo ago
Agents & Automation ⚙ AGENT

Customer Support Agent — Production System Prompt

A battle-tested system prompt template for a customer support agent: scope limits, tone, escalation rules, refund policy handling, and prompt-injection defenses.

GPT-4o✓ Claude Sonnet 4.5
★ 156⧉ 1320◌ 0LLM Atlas Team · 3mo ago
Fun & Roleplay ¶ TEXT

Text Adventure Game Master

A complete text-adventure engine: persistent inventory and world state, meaningful choices with real consequences, and a GM that never railroads.

GPT-5✓ Claude Opus 4.5
★ 130⧉ 1120◌ 0LLM Atlas Team · 3mo ago
Agents & Automation ⚙ AGENT

RAG Assistant System Prompt (Grounded, With Citations)

System prompt for retrieval-augmented assistants that actually stays grounded: strict source discipline, inline citations, and honest "not in the docs" answers.

✓ Claude Sonnet 4.5Gemini 2.5 Pro
★ 134⧉ 1105◌ 0LLM Atlas Team · 3mo ago
Image Generation ◐ IMAGE

Cinematic Portrait Photography Style (Midjourney v7)

A reusable Midjourney v7 recipe for film-still portraits: anamorphic look, motivated lighting, and the parameter set that keeps skin texture natural.

✓ Midjourney v7
★ 137⧉ 1240◌ 0LLM Atlas Team · 3mo ago
Coding & Dev ¶ TEXT

Root-Cause Debugging Partner

A systematic debugging companion that forms ranked hypotheses, proposes the cheapest discriminating test for each, and never guesses twice in a row.

o3✓ Claude Opus 4.5
★ 141⧉ 1180◌ 0LLM Atlas Team · 3mo ago
Agents & Automation ⚙ AGENT

Cursor Rules — TypeScript + React Codebase

A .cursorrules file for TypeScript/React teams: strict typing, React Query for server state, accessibility non-negotiables, and test conventions.

GPT-5Claude Sonnet 4.5
★ 118⧉ 995◌ 0LLM Atlas Team · 3mo ago
Career ¶ TEXT

Resume Bullet Rewriter (Impact + Metrics)

Rewrites flat resume bullets into accomplishment statements with scope, action, and measurable outcome — and interviews you for missing numbers instead of inventing them.

GPT-5✓ Claude Sonnet 4.5
★ 124⧉ 1050◌ 0LLM Atlas Team · 3mo ago
Education & Learning ¶ TEXT

Explain at Three Levels (Five, Fifteen, Expert)

Explains any concept three times — to a child, to a smart teenager, and to a practitioner — with each level correcting the simplifications of the last.

✓ Claude Opus 4.5
★ 111⧉ 875◌ 0LLM Atlas Team · 3mo ago
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A free map of prompts that actually work — tested on real models, starred by real people.

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