Skills mcp-prompts-guide
📦

mcp-prompts-guide

Content revision r1 Safe ⚙️ External commands

Design MCP Prompts for AI Workflows

MCP server authors need prompt templates that are clear, reusable, and easy to test. This skill provides practical rmcp patterns for arguments, context, examples, and conversation flows.

Supports: Claude Codex Code(CC)
🥉 77 Bronze

Install with my Agent

Copy this request to your Agent. It includes the canonical Skill page and manifest.

Agent request
Review the Skillstore skill "mcp-prompts-guide" from https://skillstore.io/skills/emillindfors-mcp-prompts-guide.md and its manifest at https://skillstore.io/api/skills/emillindfors-mcp-prompts-guide/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.

Your Agent should still show its plan and request any confirmation required by the security policy.

Agent-readable resources

Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.

Markdown detail GET /skills/emillindfors-mcp-prompts-guide.md Signed manifest GET /api/skills/emillindfors-mcp-prompts-guide/manifest Signed lockfile GET /api/skills/emillindfors-mcp-prompts-guide/lockfile

Test it

Using "mcp-prompts-guide". Request: Create a prompt for reviewing Rust code with a security focus.

Expected outcome:

A structured prompt plan with language and focus arguments, review goals, security checks, and expected response sections.

Using "mcp-prompts-guide". Request: Add project context to an MCP prompt for a refactoring task.

Expected outcome:

A context layout that includes project name, language, framework, dependencies, task details, and implementation guidelines.

Using "mcp-prompts-guide". Request: Test an MCP prompt that requires one argument.

Expected outcome:

A test plan that checks prompt discovery, missing argument errors, valid responses, and message content expectations.

Security Audit

Safe
v4 • 7/6/2026 Open versioned report

All static findings are false positives caused by Markdown code fences around Rust examples in SKILL.md. The skill is instructional content about MCP prompt design, and I found no evidence of executable shell commands, prompt injection, data exfiltration, or malicious intent.

1
Files scanned
534
Lines analyzed
0
Review items
0
False positives ignored

Risk Factors

⚙️ External commands (23)
SKILL.md:34-98 SKILL.md:98-104 SKILL.md:104-140 SKILL.md:140-144 SKILL.md:144-178 SKILL.md:178-182 SKILL.md:182-217 SKILL.md:217-221 SKILL.md:221-261 SKILL.md:261-267 SKILL.md:267-294 SKILL.md:294-298 SKILL.md:298-334 SKILL.md:334-338 SKILL.md:338-372 SKILL.md:372-378 SKILL.md:378-409 SKILL.md:409-413 SKILL.md:413-437 SKILL.md:437-454 SKILL.md:454-476 SKILL.md:476-480 SKILL.md:480-502
No confirmed security findings were detected by the latest completed static and semantic audit. This does not prove the skill has no side effects.
Audited by: codex View Audit History →
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Open versioned report
Security Assessment

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Academic citations (APA · BibTeX · CFF)

APA citation

EmilLindfors. (2026). mcp-prompts-guide security audit report (audit version 4) [Author version unspecified]. Skillstore. https://skillstore.io/skills/emillindfors-mcp-prompts-guide/audits/4

BibTeX citation

@techreport{emillindfors-emillindfors-mcp-prompts-guide-2026, author = {EmilLindfors}, title = {mcp-prompts-guide security audit report (audit version 4)}, institution = {Skillstore}, year = {2026}, number = {4}, url = {https://skillstore.io/skills/emillindfors-mcp-prompts-guide/audits/4}, note = {Author version unspecified} }

CITATION.cff

cff-version: 1.2.0 message: "If you use this Skill, cite its author and this versioned security audit report." title: "mcp-prompts-guide security audit report (audit version 4)" version: "unspecified" type: report authors: - name: "EmilLindfors" date-released: "2026-07-06" url: "https://skillstore.io/skills/emillindfors-mcp-prompts-guide/audits/4" identifiers: - type: other value: "skillstore:emillindfors-mcp-prompts-guide:audit:4" description: "Skillstore immutable audit report identifier"

Skillstore Score

Why this score Evidence Confidence: High
55
Architecture
85
Maintainability
87
Content
69
Community
78
Spec Compliance

What You Can Build

Build Prompt Templates

Create reusable prompts with clear names, descriptions, required arguments, and structured messages.

Add Project Context

Design prompts that include documentation, examples, dependencies, and project guidelines before the user task.

Test Prompt Behavior

Plan unit and integration tests that verify prompt listing, argument handling, and response structure.

Try These Prompts

Create a Basic Prompt 
Help me create a basic MCP prompt named [prompt_name]. It should take [required_argument] and guide the assistant to [goal].
Design Prompt Arguments 
Review my prompt goal: [goal]. Suggest required arguments, optional arguments, defaults, and validation rules for an MCP prompt.
Add Context Injection 
Design an MCP prompt for [task] that injects [context_sources]. Include message structure, context sections, and safeguards for irrelevant context.
Evaluate Prompt Quality 
Audit this MCP prompt design for clarity, argument safety, context quality, test coverage, and user experience. Return concrete improvements.

Best Practices

  • Define clear prompt names, descriptions, and argument requirements before writing message content.
  • Validate dynamic arguments before inserting them into prompt text or system messages.
  • Test each prompt with valid inputs, missing inputs, and realistic user tasks.

Avoid

  • Do not hide important behavior inside vague prompt descriptions.
  • Do not insert untrusted arguments into high-authority messages without review.
  • Do not ship prompts without tests for required arguments and response structure.

Frequently Asked Questions

What does this skill help me build?
It helps you design MCP prompt templates for AI assistants using Rust rmcp examples.
Does it create a complete MCP server?
No. It provides prompt design guidance and examples that you can adapt into your server.
Which SDK does the guide use?
The examples use the Rust rmcp crate and common MCP prompt response structures.
Can I use the ideas with Claude or Codex?
Yes. The prompt patterns are useful for Claude, Codex, Claude Code, and other MCP clients.
Does the guide cover testing?
Yes. It includes unit and integration testing patterns for prompt listing and prompt responses.
What should I review before publishing prompts?
Review argument validation, context quality, message authority, and tests for missing or unusual inputs.

Developer Details

License

MIT

Skillstore revision

r1

Version notice

The author did not declare a version.

Repository

https://github.com/EmilLindfors/claude-marketplace/tree/main/plugins/rust-mcp-server/skills/mcp-prompts-guide

Ref

a06681402992ceae98ba04d54cfd4ab004862696

Maintenance freshness

7/18/2026

Usage

5 downloads · 154 views

File structure

📄 SKILL.md