Topic · AI & LLM Engineering

Best prompt engineering skills for Claude Code, Codex and other agents.

Skills that write, test and improve prompts and system prompts for language models.
skills
350
official
19

Prompt engineering skills, ranked

Ranked by score. Sort bymost stars,trending,newest,recently updated

Prompt engineering skills, ranked
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
1

Explains how to write agents for Claude Code plugins: the markdown file with YAML frontmatter, trigger descriptions, model and color settings, and system prompt design.

anthropics/claude-plugins-official37k8 repos~2.8kAutomated safety check: PassApache-2.0today
2

Turns a rough idea into one ready-to-paste prompt tuned for a specific AI tool such as an LLM, Cursor, Midjourney or a video model.

nidhinjs/prompt-master14k1 repo~8kAutomated safety check: PassMIT1 mo ago
3

Reference of Claude API examples and guides covering tool use, vision, RAG, classification, summarization, text-to-SQL, prompt caching and agent patterns.

2025Emma/vibe-coding-cn23k1 repo~2.2kAutomated safety check: PassMIT9 mo ago
4

This skill enriches vague prompts with targeted research and clarification before execution.

severity1/claude-code-prompt-improver1.9k2 repos~1.7kAutomated safety check: PassMIT6 days ago
5

A skill your agent uses when English text must be parsed without a human to resolve ambiguity — tool descriptions, error messages, inter-agent instructions, system prompts, status reports — and…

danyuchn/asd-ste100-skill3.9k—~4.1kAutomated safety check: PassMIT3 days ago
6

Routes Seedance 2.0 video work across Dreamina, API and router surfaces, covering prompts, reference handling, audio and lip-sync, pricing and model-ID questions.

Emily2040/seedance-2.07.5k1 repo~7.4kAutomated safety check: PassMIT4 days ago
7

Rewrites Seedance 2.0 video prompts that name characters, brands, celebrities, songs or real people into original, rights-safe versions that keep the creative intent.

Emily2040/seedance-2.07.5k1 repo~930Automated safety check: PassMIT4 days ago
8

A skill your agent uses when designing, generating an MVP blueprint for, auditing, troubleshooting, refactoring, or explaining an agentic harness for any domain.

DenisSergeevitch/agents-best-practices2.4k—~7.4kAutomated safety check: PassMIT2 days ago
9

Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production.

ynulihao/AgentSkillOS61714 repos~1.7kAutomated safety check: PassNo licence7 mo ago
10

Create and register new patches for tweakcc. An agent skill from Piebald-AI/tweakcc.

Piebald-AI/tweakcc2.5k—~1.6kAutomated safety check: PassMITtoday
11

Diagnoses where an agent failed across runs and turns the findings into new skills, system prompt patches and knowledge entries, using the A-Evolve loop.

aiming-lab/AutoResearchClaw15k—~1.8kAutomated safety check: PassMIT1 mo ago
12

Analyzes a reference image and writes a prompt that could recreate it in an AI image generator, focusing on the visual traits that most affect similarity.

wuyoscar/GPT-Image2-Skill5.6k—~1.8kAutomated safety check: PassMIT7 days ago
13

Provides Japanese prompt patterns and safe example rewrites for Seedance 2.0 video generation, with reference tags kept intact and each example labeled by risk.

Emily2040/seedance-2.07.5k1 repo~898Automated safety check: PassMIT4 days ago
14

Analyzes and improves prompts using 31 frameworks across 7 intent categories.

ckelsoe/prompt-architect3101 repo~6.9kAutomated safety check: PassMIT2 mo ago
15

Building applications with Large Language Models - prompt engineering, RAG patterns, and LLM integration.

MoizIbnYousaf/ai-agent-skills1.1k2 repos~1.3kAutomated safety check: PassMIT16 days ago
16

Provides reference guides and Python scripts for prompt optimization, RAG evaluation, and agent orchestration when building or tuning LLM systems.

maslennikov-ig/claude-code-orchestrator-kit2594 repos~1.4kAutomated safety check: PassUnknown7 mo ago
17

Analyze a reference video and reverse-engineer its style into a reusable Seedance 2.0 prompting template.

krusemediallc/arcads-claude-code1.6k—~4.2kAutomated safety check: PassMIT15 days ago
18

Korean-language prompt patterns for Seedance 2.0 video generation, each labeled as safe, needing an owned reference, or requiring a rewrite.

Emily2040/seedance-2.07.5k1 repo~942Automated safety check: PassMIT4 days ago
19

Model-agnostic workflow for AI image and video projects: prompt writing, tracking of assets and shots, continuity checks and diagnosis of failed generations.

renmu2017/Hell-Grind-AIGC-Skill224—~1.8kAutomated safety check: PassMIT13 days ago
20

Adding a Community Agent Skill: a Markdown attack-workflow file that users import from the catalog, which then competes in the Intent Router and is injected into the agent's system prompt.

samugit83/redamon2.9k—~775Automated safety check: PassMIT2 days ago
21

Guided workflow for authorized penetration testing, vulnerability validation, security reporting, CTF/local sandbox reverse engineering, and user-directed vulnerability research.

lingbol088-spec/ReiPenFlow222—~1.8kAutomated safety check: PassMIT2 mo ago
22

Apply a Claude Fable 5 inspired operating style inside Codex.

baskduf/FableCodex437—~1.6kAutomated safety check: PassAGPL-3.02 mo ago
23

Installs an always-on set of rules into your agent's workspace config that cuts filler, hedging and padded closings from its replies.

hexiecs/talk-normal1.9k—~784Automated safety check: PassMIT5 mo ago
24

Supplies Chinese example prompts for Seedance 2.0 video generation, labeled by safety, with notes on rewriting prompts that name protected people or brands.

Emily2040/seedance-2.07.5k1 repo~862Automated safety check: PassMIT4 days ago
25

Reference for designing and tuning production LLM prompts: few-shot examples, chain-of-thought, structured outputs, templates and system prompts.

wshobson/agents40k—~1.3kAutomated safety check: PassMIT2 days ago
26

This skill should be used when the user asks to "create a new prompt sample", "add a new prompt sample", "scaffold a new prompt sample", "create a prompt contribution", "add a prompt", or needs to…

pnp/copilot-prompts891—~2.6kAutomated safety check: PassMITyesterday
27

Guides edits to cc-wf-studio's workflow schema so AI agents generate better workflows, treating schema text as prompt engineering rather than validation.

breaking-brake/cc-wf-studio5.4k—~1.3kAutomated safety check: PassUnknowntoday
28

Universal quality bar and final audit rubric for any agent system prompt.

mastra-ai/mastra29k—~2kAutomated safety check: PassUnknowntoday
29

Installs a set of rules into AGENTS.md that strips filler, hedging and padded closings from your agent's replies, in English and Chinese.

hexiecs/talk-normal1.9k—~931Automated safety check: PassMIT5 mo ago
30

Build, modify, audit, repair, optimize, debug, and deploy agents with Agentforce Agent Script.

SalesforceAIResearch/agentforce-adlc1121 repo~7.4kAutomated safety check: PassUnknown24 days ago
31

Write and run custom Pi prompt templates (slash commands) for this extension.

nicobailon/pi-prompt-template-model321—~1.3kAutomated safety check: PassMIT16 days ago
32

Lays out a minimal, iteration-first approach to writing system prompts for LLM agents, with model-specific notes for Claude, GPT, Gemini, and Codex.

cashew-labs/libretto904—~570Automated safety check: PassMIT1 mo ago
33

Gather domain context about the repository and agent — system prompt, tool definitions, domain docs, and behavior patterns from traces.

kayba-ai/agentic-context-engine2.6k—~1.9kAutomated safety check: PassApache-2.013 days ago
34

A skill your agent uses when writing or reviewing AI agent configs, system prompts, or tool definitions (JSON/YAML/Python) and you need to catch ambiguous tool descriptions, missing stop conditions…

hermes-labs-ai/lintlang1371 repo~719Automated safety check: PassApache-2.02 days ago
35

Turns a vague video idea into a seven-section prompt that reads like real home-video, phone, DV or surveillance footage, with checks against an AI-look checklist.

zhouwei713/seedance-prompt326—~749Automated safety check: PassMIT2 mo ago
36

Inspect or modify Letta Code's own memory, model, context window, system prompt, compaction, permissions, toolsets, mods, skills, channels, schedules, agent secrets, and local runtime settings.

letta-ai/letta-code3.5k—~7kAutomated safety check: PassMITtoday
37

Writes, optimizes, compresses or audits prompts and Skill instructions for GPT-6 Astra, delivering a copyable prompt by default without executing the task it describes.

gnipbao/gpt6-prompt-writer142—~662Automated safety check: PassMIT24 days ago
38

Defines practical standards for implementation-focused coding agents.

repowise-dev/claude-code-prompts1.2k—~296Automated safety check: PassMIT4 mo ago
39

Audit an agent's context layout against the four places: system prompt, tools, history, tail.

undefined-ui/second-brain-os999—~810Automated safety check: PassMIT8 days ago
40

Build complete, working voice agent applications using the gradbot framework.

gradium-ai/gradbot126—~2.9kAutomated safety check: PassApache-2.018 days ago
41

Create an end-to-end Continual Learning Bench task. An agent skill from melandlabs/openloomi.

melandlabs/openloomi1k—~4.6kAutomated safety check: PassApache-2.013 days ago
42

Write prompts, system instructions, agent directives, slash commands, and skill descriptions using two stacked layers — outcome-first (define the destination, success criteria, stopping condition)…

kingbootoshi/directional-prompting143—~2.3kAutomated safety check: PassMIT4 mo ago
43

Generates or edits images with GPT Image 2 through an OpenAI-compatible API, or falls back to writing finished prompts from a library of structured templates.

ConardLi/garden-skills13k—~4kAutomated safety check: NotesMIT2 mo ago
44

Plans, writes prompts for, renders and audits academic figures from repos, papers or notes, with an option to turn rendered text into editable PowerPoint.

Azhi-ss/academic-figure-skills145—~5kAutomated safety check: PassMITyesterday
45

This skill should be used when the user asks to "create an agent instruction", "add agent instructions", "scaffold an agent sample", "create a system prompt sample", "add a system prompt", "create a…

pnp/copilot-prompts891—~3.1kAutomated safety check: PassMITyesterday
46

Rewrites Seedance 2.0 video prompts to replace filler, hollow superlatives and vague cinematic wording with production-specific detail while keeping the user's style.

Emily2040/seedance-2.07.5k1 repo~1.1kAutomated safety check: PassMIT4 days ago
47

Audit a named AI agent config, system prompt, tool-definition or instruction file (YAML, JSON, Markdown, text, or Python) with the released LintLang CLI, on request.

hermes-labs-ai/lintlang1371 repo~1.8kAutomated safety check: PassApache-2.02 days ago
48

AI image editing prompting patterns for Qwen-Image-Edit. An agent skill from digitalsamba/claude-code-video-toolkit.

digitalsamba/claude-code-video-toolkit2.2k1 repo~711Automated safety check: PassMIT2 days ago

Questions, answered from the data.

What is the best prompt engineering skill?

Claude Code Agent Development (official) from anthropics/claude-plugins-official ranks first of the 350 prompt engineering skills listed here, with the highest score: its repository has 37k GitHub stars, 8 other GitHub owners carry a copy, its SKILL.md loads about 2.8k tokens and it passes the automated safety check with no findings. Next come Prompt Master and Claude Cookbooks Reference.

Which prompt engineering skills are official?

19 of the 350 prompt engineering skills are official, published by the vendor's own GitHub organization: Claude Code Agent Development, Microsoft Foundry, Canvas Templates, Respond To PR Comments, Hcls Build Agent and 14 more.

How are these skills ranked?

By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.