Prompt Improver
severity1/claude-code-prompt-improver
This skill enriches vague prompts with targeted research and clarification before execution.
Browse, filter, and explore a curated library of 2,500+ AI prompts organized by 19 categories, 17 models, and 4 output types.
Install Prompt Library
$ npx skills add AgriciDaniel/claude-prompts --skill prompt-library -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install AgriciDaniel/claude-prompts prompt-library --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/AgriciDaniel/claude-prompts.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/prompt-library .claude/skills/prompt-library && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "prompt-library" agent skill from https://github.com/AgriciDaniel/claude-prompts/tree/main/skills/prompt-library into .claude/skills/prompt-library/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prompt-library", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/AgriciDaniel/claude-prompts/tree/main/skills/prompt-libraryType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add AgriciDaniel/claude-prompts --skill prompt-library -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install AgriciDaniel/claude-prompts prompt-library --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AgriciDaniel/claude-prompts.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/prompt-library .agents/skills/prompt-library && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "prompt-library" agent skill from https://github.com/AgriciDaniel/claude-prompts/tree/main/skills/prompt-library into .agents/skills/prompt-library/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prompt-library", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add AgriciDaniel/claude-prompts --skill prompt-library -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install AgriciDaniel/claude-prompts prompt-library --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AgriciDaniel/claude-prompts.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/prompt-library .cursor/skills/prompt-library && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "prompt-library" agent skill from https://github.com/AgriciDaniel/claude-prompts/tree/main/skills/prompt-library into .cursor/skills/prompt-library/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prompt-library", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/AgriciDaniel/claude-prompts.git --path skills/prompt-library--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add AgriciDaniel/claude-prompts --skill prompt-library -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install AgriciDaniel/claude-prompts prompt-library --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AgriciDaniel/claude-prompts.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/prompt-library .gemini/skills/prompt-library && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "prompt-library" agent skill from https://github.com/AgriciDaniel/claude-prompts/tree/main/skills/prompt-library into .gemini/skills/prompt-library/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prompt-library", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install AgriciDaniel/claude-prompts prompt-libraryInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add AgriciDaniel/claude-prompts --skill prompt-library -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/AgriciDaniel/claude-prompts.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/prompt-library .github/skills/prompt-library && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "prompt-library" agent skill from https://github.com/AgriciDaniel/claude-prompts/tree/main/skills/prompt-library into .github/skills/prompt-library/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prompt-library", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add AgriciDaniel/claude-prompts --skill prompt-library -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install AgriciDaniel/claude-prompts prompt-library --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AgriciDaniel/claude-prompts.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/prompt-library .opencode/skills/prompt-library && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "prompt-library" agent skill from https://github.com/AgriciDaniel/claude-prompts/tree/main/skills/prompt-library into .opencode/skills/prompt-library/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prompt-library", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
prompt-library- GitHub stars
- 111
- Token cost
- ~493 tokens
- SKILL.md length
- 102 words
- Files
- 1
- Skills in repo
- 5
- Repo updated
- First seen
- Licence
- MIT
At a glance
Browse, filter, and explore a curated library of 2,500+ AI prompts organized by 19 categories, 17 models, and 4 output types.
- User says prompt library
- SKILL.md covers Library Commands, Display Format and Data Locations
- Calls python3
- Show categories
What it does
Prompt Library is an agent skill from AgriciDaniel/claude-prompts. Browse, filter, and explore a curated library of 2,500+ AI prompts organized by 19 categories, 17 models, and 4 output types. View stats, discover trending styles, and export prompt collections. Use when user says "prompt library", "browse prompts", "show categories", "list prompts", "prompt collection", "explore prompts", or "what prompts do we have".
Its SKILL.md is about 490 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in AI & LLM Engineering, covering Prompt engineering. The repository describes itself as: AI prompt database and builder skill for Claude Code. 2,500+ curated prompts across 19 categories and 17 AI models. The licence is MIT.
When your agent uses it
- User says prompt library
- Show categories
- Prompt collection
- Explore prompts
Example prompts
- “prompt library”
- “browse prompts”
- “show categories”
- “/prompt-library”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit 23e8ff9. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
python3
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Prompt Library loads about 493 tokens when it runs. Until then it costs about 92 tokens; SKILL.md has 102 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from AgriciDaniel/claude-prompts at commit 23e8ff9, republished under its MIT licence (© AgriciDaniel). 102 words, ~493 tokens.
Download SKILL.mdSave it as
.claude/skills/prompt-library/SKILL.md (or your agent's skills folder).- name
- prompt-library
- description
- Browse, filter, and explore a curated library of 2,500+ AI prompts organized by 19 categories, 17 models, and 4 output types. View stats, discover trending styles, and export prompt collections. Use when user says "prompt library", "browse prompts", "show categories", "list prompts", "prompt collection", "explore prompts", or "what prompts do we have".
Prompt Library
Browse and explore 2,500+ curated prompts with rich filtering.
Library Commands
Browse by Category
Show available categories with counts:
python3 {PROMPT_ENGINE_DIR}/scripts/search_prompts.py --categoriesThen load a specific category:
python3 {PROMPT_ENGINE_DIR}/scripts/search_prompts.py --category CATEGORY --limit 10Browse by Model
List prompts for a specific AI model:
python3 {PROMPT_ENGINE_DIR}/scripts/search_prompts.py --model "Midjourney" --limit 10Browse by Output Type
Filter by output type (image, video, text, generator):
python3 {PROMPT_ENGINE_DIR}/scripts/search_prompts.py --type video --limit 10Stats Overview
Show database statistics:
python3 {PROMPT_ENGINE_DIR}/scripts/search_prompts.py --statsRandom Prompt
Get a random prompt for inspiration:
python3 {PROMPT_ENGINE_DIR}/scripts/search_prompts.py --random [--category CAT] [--model MODEL]Display Format
When showing prompts, use this format:
## [Category] -- [Model]
**Prompt:**
> [Full prompt text]
**Tags:** [tag1], [tag2], [tag3]
**Output:** [image/video/text]
**Source:** [original Airtable source]When showing multiple prompts, use a numbered list with truncated previews (first 150 chars) and let the user select one for full details.
Data Locations
- Stats:
{PROMPT_ENGINE_DIR}/prompts/stats.json - All prompts:
{PROMPT_ENGINE_DIR}/prompts/all_prompts.json - By category:
{PROMPT_ENGINE_DIR}/prompts/{category}/prompts.json
© AgriciDaniel, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/prompt-library of AgriciDaniel/claude-prompts.
Open the folder on GitHubat commit 23e8ff9
Compare with similar skills
Prompt Library next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Prompt Library this skillAgriciDaniel/claude-prompts | 111 | — | ~493 | Automated safety check: Pass | MIT | |
| Prompt Improverseverity1/claude-code-prompt-improver | 1.9k | 1 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Prompt Engineering Patternsynulihao/AgentSkillOS | 617 | 14 repos | ~1.7k | Automated safety check: Pass | None | |
| Patch CreationPiebald-AI/tweakcc | 2.5k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Senior Prompt Engineermaslennikov-ig/claude-code-orchestrator-kit | 260 | 3 repos | ~1.4k | Automated safety check: Pass | Custom licence | |
| Codex Fable5baskduf/FableCodex | 437 | — | ~1.6k | Automated safety check: Pass | AGPL-3.0 |
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maslennikov-ig/claude-code-orchestrator-kit
Provides reference guides and Python scripts for prompt optimization, RAG evaluation, and agent orchestration when building or tuning LLM systems.
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Reference for designing and tuning production LLM prompts: few-shot examples, chain-of-thought, structured outputs, templates and system prompts.
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Related
Categories
Questions about Prompt Library
What does Prompt Library do?
Browse, filter, and explore a curated library of 2,500+ AI prompts organized by 19 categories, 17 models, and 4 output types. Prompt Library is an agent skill from AgriciDaniel/claude-prompts. Browse, filter, and explore a curated library of 2,500+ AI prompts organized by 19 categories, 17 models, and 4 output types.
When should I use Prompt Library?
Prompt Library fits situations like: user says prompt library; show categories; prompt collection; explore prompts.
How do I install Prompt Library in Claude Code?
Run `npx skills add AgriciDaniel/claude-prompts --skill prompt-library -a claude-code`. Or copy the skill folder (skills/prompt-library in AgriciDaniel/claude-prompts) into .claude/skills/prompt-library in your project. Claude Code loads it when a task matches its description.
How do I install Prompt Library in Codex?
Run `npx skills add AgriciDaniel/claude-prompts --skill prompt-library -a codex`. Or copy the skill folder (skills/prompt-library in AgriciDaniel/claude-prompts) into .agents/skills/prompt-library in your project. Codex loads it when a task matches its description.
Can I use Prompt Library in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add AgriciDaniel/claude-prompts --skill prompt-library -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/prompt-library, .gemini/skills/prompt-library, .github/skills/prompt-library and .opencode/skills/prompt-library in your project.
What does Prompt Library need to run?
Going by SKILL.md and its folder, Prompt Library needs the command-line tools its instructions call (python3). Our summary lists: Python 3.
Does Prompt Library access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Prompt Library safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Prompt Library use?
Prompt Library is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Prompt Library use?
About 493 tokens (SKILL.md is roughly 2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Prompt Library?
Skills that share tags, products or a category with Prompt Library: Prompt Improver (severity1/claude-code-prompt-improver, 1.9k stars), Prompt Engineering Patterns (ynulihao/AgentSkillOS, 617 stars), Patch Creation (Piebald-AI/tweakcc, 2.5k stars) and Senior Prompt Engineer (maslennikov-ig/claude-code-orchestrator-kit, 260 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Prompt Library?
AgriciDaniel (a GitHub user) maintains it in AgriciDaniel/claude-prompts, which has 111 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on April 10, 2026.
Source: AgriciDaniel/claude-prompts on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.