Real AI agent use cases, with sources and setup prompts

Let your coding agent fetch skills on demand over MCP

Skillstore serves agent skills over MCP so tools like Claude Code and Codex can pull in a skill when a task needs it.

See pricing page5 minBeginnerSource linked

Source

jkkorn on Hacker News · 2026-10-22 · Project link

Written in our own words. Credit to the original author. Link checked 2026-10-24.

What they did

Skillstore serves agent skills over MCP so tools like Claude Code and Codex can pull in a skill when a task needs it.

Result (as claimed)

Skills load when needed instead of being installed everywhere up front.

Tools they used

SkillstoreMCPClaude CodeCodex

Cost: Pricing depends on the tools you pick; check each official pricing page.

Set it up

  1. Pick a contained repo or task

    Start on a branch or side project where mistakes are cheap.

  2. Install and configure

    Set up Skillstore, MCP, Claude Code, Codex. Read what it can run on your machine and limit permissions where possible.

  3. Run it on a real task

    Give it a well-scoped issue and let it work. Review the diff like any pull request.

  4. Add guardrails

    Keep tests and CI in the loop, and never let an agent push to main or touch production secrets unattended.

Copy the full setup prompt

Paste into your agent and it will walk you through the setup, asking before anything that sends, posts or spends.

You are helping me set up this AI use case end to end in Claude Code.

Goal: Let your coding agent fetch skills on demand over MCP
What the original author did: Skillstore serves agent skills over MCP so tools like Claude Code and Codex can pull in a skill when a task needs it.
Reported result (as claimed by the author): Skills load when needed instead of being installed everywhere up front.
Source: https://news.ycombinator.com/item?id=50195133
Tools they used: Skillstore, MCP, Claude Code, Codex
Category: Dev & ops

Please:
1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like).
2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure.
3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data.
4. Finish with a checklist to run it again next time.

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Guides for this use case

How to use Claude Code and Codex together · How to use Claude Code skills and plugins · How to build an MCP server for AI agents · How to run multiple coding agents together

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