Borrowing it
Nothing to install: this file belongs to MarioDeFelipe/sap-datasphere-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/MarioDeFelipe/sap-datasphere-mcp/main/.kiro/steering/prompt-assistance.mdgit clone --depth 1 https://github.com/MarioDeFelipe/sap-datasphere-mcpWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/mariodefelipe/sap-datasphere-mcp/prompt-assistance)<a href="https://agentmods.dev/instructions/mariodefelipe/sap-datasphere-mcp/prompt-assistance"><img src="https://agentmods.dev/badge/instructions/mariodefelipe/sap-datasphere-mcp/prompt-assistance/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/mariodefelipe/sap-datasphere-mcp/prompt-assistance"><img src="https://agentmods.dev/badge/instructions/mariodefelipe/sap-datasphere-mcp/prompt-assistance.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00623 | $0.00623 |
| Opus 5.5 | $0.00249 | $0.00249 |
| Sonnet 5.5 | $0.00125 | $0.00125 |
| Haiku 4.5 | $0.00062 | $0.00062 |
Grade A, and why
sap-datasphere-mcp prompt-assistance.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 65 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Prompt Assistance & Quick Actions
Predefined Prompts Available
This project includes a comprehensive collection of predefined prompts similar to Amazon Q Business. These prompts are designed to help you quickly accomplish common development tasks with Kiro.
Quick Access
- Prompt Library:
.kiro/prompts/predefined-prompts.md- Complete collection of curated prompts - Quick Selector: Use the "Quick Prompt Selector" hook in the Agent Hooks panel
- Categories Available:
- 🚀 Quick Start (Code Analysis, Generation, Refactoring)
- 🏗️ Architecture & Design (System Design, Infrastructure)
- 🔧 Development Workflow (Testing, Documentation)
- ☁️ AWS & Cloud (Lambda, Containers, Kubernetes)
- 🔒 Security & Compliance (Audits, Best Practices)
- 🐛 Debugging & Troubleshooting (Error Investigation, Monitoring)
- 📊 Data & Analytics (Processing, ML/AI)
- 🔄 DevOps & Automation (CI/CD, Deployment)
- 🎯 Project-Specific (SAP Datasphere, MCP Servers)
- 💡 Learning & Exploration (Research, Code Learning)
- 🎨 UI/UX & Frontend (React, Accessibility)
How to Use
- Browse Prompts: Open
.kiro/prompts/predefined-prompts.mdto see all available prompts - Copy & Paste: Select the prompt that matches your need and paste it into chat
- Customize: Replace placeholders with your specific requirements
- Add Context: Include relevant files using
#Fileor#Folderreferences - Iterate: Use follow-up prompts to refine results
Popular Prompts
Here are some of the most commonly used prompts:
Code Quality:
- "Analyze this code for potential issues, security vulnerabilities, and performance improvements"
- "Refactor this code to be more readable, maintainable, and follow modern best practices"
AWS & Cloud:
- "Design a scalable architecture for [your system] using AWS services"
- "Create Terraform configuration for deploying this application with proper security"
Testing & Documentation:
- "Generate comprehensive unit tests for this code including edge cases"
- "Create detailed API documentation with examples and usage guidelines"
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 65 lines · 623 tokens per session scan A b954831872db
sap-datasphere-mcp prompt-assistance.md is an instructions file published in the GitHub repository MarioDeFelipe/sap-datasphere-mcp (49 stars, last pushed 3d ago), licensed MIT. It adds 623 tokens to every session, about $0.0025 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-22.
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