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Dspy Prompting

Checked
eyadsibai·vlatest·ai-ml

Dspy Prompting helps refine AI image generation prompts for better results by suggesting improvements and variations, boosting creative control.

Repository

Install on your platform

Showing Claude Code. One command installs this skill into any of the agents below.

  1. 1

    Run this in your project

    terminal
    $ npx skills add eyadsibai/ltk --skill dspy-prompting -a claude-code

  2. Uses the open-source skills CLI and needs Node.js. Add -g to install it for your user instead of this project.

What we know about this skill

Publisher

eyadsibai

Taken from the source listing. We haven't verified who controls this account.

Install target

Live repository

Not pinned. Installing fetches whatever the repository holds at the time you run the command.

No human has reviewed this code. The checks below are a static scan of the files at one commit — nobody has run this skill or judged whether it works. A skill runs with whatever access you give your agent, so read the source before you install it.

Automated safety checks

scanned

This skill passed all 6 checks. We read its files at one commit and looked for the things that make a skill dangerous to run — not for whether it works.

  • Declares what it does: passed

    SKILL.md parses and declares a name and a description.

    SKILL.md exists, its frontmatter parses, and it declares a name and a description.

  • No undeclared network calls: passed

    Makes no network calls.

    Every host the skill dials — from its scripts, its config endpoints or the commands it tells the agent to run — is either well-known package and API infrastructure or declared in its own frontmatter. Links in documentation are not counted.

  • No obfuscated payloads: passed

    No encoded or obfuscated payloads.

    No base64, hex or compressed blob is decoded and then executed, and no encoded shell commands.

  • No credential access: passed

    Reads no keys, tokens, keychains or credential files.

    Neither the code nor the SKILL.md instructions read SSH keys, cloud credentials, keychains, token stores, browser cookie databases or dotfiles that hold secrets.

  • No pipe-to-shell installers: passed

    No pipe-to-shell or download-and-run installers.

    No `curl … | sh` pattern, in the code or in the instructions, that runs code fetched at run time.

  • Pinned to a commit: passed

    Scanned eyadsibai/ltk at f8e85697b9.

    The exact upstream commit SHA that was scanned is recorded, so the result refers to specific bytes.

Commit
f8e85697b9
Manifest
plugins/ltk-core/skills/dspy-prompting/SKILL.md
Scanned
1 file, 183 lines
This is a static scan, not a review. It reads the skill's files; it does not run them, and it cannot tell you whether the skill is any good or whether the code does what its description says. A skill runs with whatever access you give your agent.
What each check looks for →

About this skill

What it does

This skill provides access to a collection of prompts designed to improve AI agent performance. It allows users to leverage pre-built prompt templates and strategies, facilitating more effective communication with language models. The skill aims to enhance the quality and relevance of responses generated by AI agents across various tasks.

When to use it

  • Generating creative content like stories or poems where a specific style or tone is desired.
  • Improving the accuracy of information retrieval from large datasets.
  • Refining the output of code generation tools for better readability and functionality.
  • Creating more engaging chatbot conversations by guiding responses with tailored prompts.

Key capabilities

  • Access to pre-built prompt templates.
  • Strategies for improving AI agent response quality.
  • Facilitates effective communication with language models.
  • Enhances the relevance of generated content.

Example prompts

  • "Use the 'Summarize Article' prompt to condense this lengthy news article."
  • "Apply the 'Creative Writing - Poem' template and write a poem about autumn leaves."
  • “Can you use the ‘Code Generation – Python’ prompt to create a function that calculates Fibonacci numbers?”

Tips & gotchas

The effectiveness of this skill depends on selecting the appropriate prompt for the desired task. Experimentation with different prompts is encouraged to optimize results for specific applications.