prompt-engine

prompt-engine is a skill for Claude Code from AgriciDaniel/claude-prompts. It costs 166 tokens per session (1,216 once invoked), scanned A, original, MIT.

A searchable database and builder for more than 2,500 AI prompts across different categories, AI models, and result types. It can search, create, improve, and adapt prompts for image, video, and text tasks.

In plain words
What is it for?
Use it to search for prompts, build one from scratch, improve an existing prompt, convert it between AI models, or browse the full collection.
Why use it?
It gives you one place to find examples and choose the right workflow instead of guessing how to phrase an AI request.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the claude-prompts plugin — 5 skills shipped together

Good fit Use it to search for prompts, build one from scratch, improve an existing prompt, convert it between AI models, or browse the full collection.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/agricidaniel/claude-prompts/prompt-engine
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add AgriciDaniel/claude-prompts --skill prompt-engine
Clone the repo
git clone --depth 1 https://github.com/AgriciDaniel/claude-prompts

Made for: Claude Code.

Or install claude-prompts, the plugin that ships this one along with the rest of its 5 skills.

Wrote 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.

agentmods badge for prompt-engine

README.md
[![agentmods](https://agentmods.dev/badge/skills/agricidaniel/claude-prompts/prompt-engine/github.svg)](https://agentmods.dev/skills/agricidaniel/claude-prompts/prompt-engine)
Your own site
<a href="https://agentmods.dev/skills/agricidaniel/claude-prompts/prompt-engine"><img src="https://agentmods.dev/badge/skills/agricidaniel/claude-prompts/prompt-engine/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.

agentmods 80×15 button for prompt-engine

Your own site · 80×15
<a href="https://agentmods.dev/skills/agricidaniel/claude-prompts/prompt-engine"><img src="https://agentmods.dev/badge/skills/agricidaniel/claude-prompts/prompt-engine.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 166 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,216 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00166 $0.01216
Opus 5 $0.00083 $0.00608
Sonnet 5 $0.00033 $0.00243
Haiku 4.5 $0.00017 $0.00122

Measured 11d ago against content hash 704cf2387513, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

prompt-engine 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 11d 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.

prompt-engine/SKILL.md · 115 lines

How it starts

The opening of the file, as written. The whole thing — 115 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Prompt Engine -- Ultimate AI Prompt Database and Builder

2,500+ curated prompts across 19 categories, 17 AI models, and 4 output types.

Quick Reference

Command What it does
/prompt [query] Search prompts by keyword, category, model, or style
/prompt-build Build a custom prompt from scratch with guided workflow
/prompt-enhance Enhance an existing prompt with pro techniques
/prompt-adapt Adapt a prompt for a different AI model
/prompt-library Browse, filter, and explore the full prompt library

Orchestration Logic

  1. If user provides a search query or asks to find/search -> run search workflow below
  2. If user wants to create/build a new prompt -> route to /prompt-build
  3. If user has an existing prompt to improve -> route to /prompt-enhance
  4. If user wants to convert between models -> route to /prompt-adapt
  5. If user wants to browse/explore -> route to /prompt-library
  6. If ambiguous, show the Quick Reference table and ask

Search Workflow (Default /prompt)

When user provides a search query:

  1. Run the search script:

    python3 {PROMPT_ENGINE_DIR}/scripts/search_prompts.py "QUERY" [--category CAT] [--model MODEL] [--type TYPE] [--limit N]
    
  2. Present results as a numbered list with:

    • Prompt text (truncated to 200 chars for preview)
    • Category, model, output type
    • Tags/styles if available
  3. Let user select a prompt to see full details, or refine their search

Error Handling

  • 0 search results: Suggest broadening the query, trying different keywords, or removing filters. Offer to show available categories with --categories.
  • Script fails: Verify Python 3.10+ is available (python3 --version). Check that the database exists at {PROMPT_ENGINE_DIR}/prompts/all_prompts.json.
  • Empty or short prompt input: For /prompt-enhance and /prompt-adapt, ask the user to provide a longer prompt (minimum 30 characters).

Read the full file on GitHub · 115 lines

Changes

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.

  1. 11d ago First seen · 115 lines · 166 tokens per session scan A 704cf2387513

Subscribe to this mod's changes

prompt-engine is a skill published in the GitHub repository AgriciDaniel/claude-prompts (106 stars, last pushed 5mo ago), licensed MIT. It adds 166 tokens to every session and 1,216 once invoked, about $0.0008 per session on Opus 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 2026-08-30.

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