Prompting skills

1,515 tagged Prompting, measured the same way as everything else here.

Browse within: prompt-engineering 176LLM 140ai-tools 113agents 99claude-code-plugin 93skills 89cursor 80agentic-ai 70agent 68ai-skills 65ai-coding 64antigravity 57cli 57ai-video 45

prompt

97

gpaiva00/pt-prompt

Skill Claude CodeCodex

Use when translating Brazilian Portuguese messages into English prompts for Claude Code — preserves intent, clarifies ambiguity, and surfaces urgency signals that colloquial Portuguese would lose.

not rated 10 3mo ago B 33 tokens

ShayIsso/trajectory-auditor

Skill Claude CodeCodex

Safeguard LLM calls using adaptive/extended thinking against token truncation. Use this skill when configuring API parameters for reasoning models (like Claude 3.7 Sonnet), when structured JSON outputs are returned unparseable or incomplete, or when designing cost-sensitive pipelines that utilize LLM reasoning.

not rated 10 10d ago A 68 tokens

claude-prompting

99

lzhgus/cc-plugin-codex

Skill Claude CodeCodex

How to phrase tasks and reviews when delegating to Claude Code from Codex via the cc tools. Read before composing a non-trivial ccrescue task or review focus.

not rated 10 2mo ago A 42 tokens original Apache-2.0

llm-app-patterns

100

bugrabilge/bilge-development-kit

Skill Claude CodeCodex

Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, AI assistant design, prompt management, LLMOps monitoring, conversational interfaces, and context management.

not rated 10 4mo ago A 42 tokens original MIT

prompt-compile

101

JordanGunn/nunchuck

Skill Claude CodeCodex

Compile the YAML artifact into PROMPT.md with deterministic structure. A final agent pass polishes for fluidity, conciseness, and correctness.

not rated 9 7mo ago A 33 tokens original MIT

sloemo01/hermes-skills-bundle

Skill Claude CodeCodex

World-class prompt analyzer v3: multi-modal, predictive, self-improving, context-aware, with real-time cost estimation, counterfactual reasoning, cross-session learning, adversarial testing, and autonomous optimization.

not rated 9 1mo ago A 49 tokens original MIT

prompt engineering

103

Jsebayhi/prompt-engineering-extension

Skill Claude CodeCodex

Use this skill when asked to create, refine, analyze, or optimize prompts for Large Language Models (LLMs). This skill ensures adherence to prompt engineering best practices and enforces a rigorous design workflow.

not rated 7 8mo ago A 43 tokens original MIT

prompt_control_lab

104

VeraPyuyi/prompt_control_lab

Skill Claude CodeCodex

Guard and improve prompts before expensive Codex, IDE, or CLI agent work. Use when a prompt is vague, broad, risky, costly, or should be optimized before implementation.

not rated 7 +1 13d ago A 40 tokens

token-optimizer

105

samibajwaisking/Token-Optimizer-Skill

Skill Claude CodeCodex

Maximize Claude's output quality while minimizing input token usage. Use this skill whenever a user wants to compress prompts, reduce token consumption, extract maximum output from Claude, write high-density instructions, optimize system prompts, or improve AI communication efficiency. Trigger on phrases like…

not rated 6 3mo ago A 134 tokens

unified-ai-gateway

106

happy520ai/unified-ai-system

Skill Codex

Operate and evaluate Unified AI System through twelve governed MCP tools, including provider-free prompt enhancement, while preserving fake-provider, authorization, and evidence boundaries.

not rated 6 5d ago A SkillSpector: warn 35 tokens original Apache-2.0

prompt-improver

107

owenob1/prompt-improver

Skill Claude Code

Transform vague prompts into precise, verifiable structured XML prompts that coding agents execute reliably. Modes: execute (default — generate then run) and plan (generate XML for review first). Use when the user says improve prompt, make this work better, prompt engineer, structure a request, plan a complex change…

not rated 6 1mo ago A 104 tokens original MIT

mickeyyaya/refactoring-skills

Skill Claude CodeCodex

Use when designing or reviewing AI/ML integration code — covers RAG pipeline design, prompt engineering, structured output with schema validation, tool use/function calling, LLM error handling, token budget management, hallucination mitigation, and AI/ML anti-patterns with examples in TypeScript and Python.

not rated 6 5mo ago A 66 tokens original MIT

claude-code-prompt

109

xiufengsun/claude-code-prompt

Skill Claude CodeCodex

Reference Claude Code's prompt engineering patterns for AI/Agent development. Provides best practices for system prompts, tool design, agent orchestration, and safety.

not rated 5 5mo ago A 36 tokens original MIT

promptkitty-assemble

110

baldaworks/promptkitty

Skill Claude CodeCodex

Discover and assemble a task-specific prompt from the embedded PromptKit catalog through the PromptKitty CLI. Use when the user wants to select a PromptKit template, compose a prompt for an engineering task, run an interactive PromptKit intake, write a requirements or design artifact, investigate a bug, review code…

not rated 5 1mo ago A 78 tokens original MIT

betterprompt

111

BetterPromptme/skills

Skill Claude CodeCodex

Discover, install, and run reusable AI prompt skills from the BetterPrompt registry via the CLI (betterprompt / bp). Use when a user needs to find a prompt skill, generate AI output (text, images, video), or manage their skill library. Covers installation, auth, skill discovery, generation, and output review for…

not rated 5 1mo ago A 76 tokens original MIT

prompt-forge

112

hyuce/prompt-forge

Skill Claude CodeCodex

Use when user asks to improve, refine, or rewrite a prompt for an AI system, or when framing a request that feels vague, overloaded, or logically unsound. Triggers: "improve my prompt", "rewrite this prompt", "make this prompt better", "help me ask this question properly", "this prompt feels off".

not rated 5 2mo ago A 71 tokens original MIT

seedance-25-prompting

113

gbeyrouti/seedance-prompting-claude-skill

Skill Claude CodeCodex

Expert prompt engineering pour Seedance 2.5 (ByteDance / Dreamina / Jimeng / Doubao), modèle vidéo 30 s en une passe, audio natif, 50 références max. Utiliser dès que l'utilisateur veut écrire, optimiser ou déboguer un prompt Seedance (2.5 ou 2.0), générer une vidéo avec Seedance/Dreamina/Jimeng, faire du…

not rated 5 +1 1mo ago A 278 tokens original MIT

token-diet

114

VDADev2022/token-diet

Skill Claude CodeCodex

Production-ready token optimization: reduce costs 40–75% through retrieval pruning, smart caching, and model routing. Use whenever optimizing API costs, latency, or managing long context—especially for RAG pipelines, high-volume systems, multi-turn conversations, or when context exceeds 2K tokens.

not rated 4 4mo ago A 63 tokens original MIT

optimize

115

Hashaam101/prompt-optimizer

Skill Claude Code

Automatically refines every user prompt into a structured, actionable version, then immediately executes the optimized prompt. When triggered explicitly with "/optimize {prompt}", "optimize:", or "optimize prompt:", outputs the refined prompt as text instead.

not rated 4 6mo ago A 51 tokens

midjourney-prompting

116

leggiemint/legnext-skills

Skill Claude CodeCodex

Expert Midjourney prompt engineering skill. Use this skill when users need help crafting effective Midjourney prompts, converting natural language descriptions into optimized prompts, or want guidance on Midjourney parameters and techniques. Specializes in V7 best practices, the 7-Element Framework, and photography…

not rated 4 8mo ago A 67 tokens original MIT

deepseek-api

118

prakhargaba007/deepseek-agent-docs

Skill Claude CodeCodex

Reference guide for DeepSeek API integration, parameter specs, thinking mode, OpenAI/Anthropic SDK compatibility, FIM, tool calling, and code generation best practices.

not rated 4 changed 5d ago A 38 tokens original MIT

prompt-rewrite

119

jidechao/Prompt-Best-Practices

Skill Codex

Rewrite a weak or vague prompt into a strong one following the four-part framework (Goal / Context / Output / Boundaries) and six prompting principles. Output is a fixed four-section structure: diagnosis, rewritten prompt, change notes, and assumptions made. Use when the user provides an existing prompt (any language)…

not rated 4 1mo ago A 156 tokens

promptopskit

120

PredictabilityAtScale/promptopskit

Skill Claude CodeCodex

Guidance for creating and editing promptopskit prompt files, defaults, variables, and validation-safe templates.

not rated 4 1mo ago A 27 tokens

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: