Topic · AI & LLM Engineering
Best prompt engineering skills, page 5
Prompt engineering skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 193 | 193.Prompt Improver Optimize prompts for better AI responses. An agent skill from happycapy-ai/Happycapy-skills. | happycapy-ai/ | 137 | — | ~1.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 194 | Prompt engineering best practices - invoke with @prompt-engineering | trycompai/ | 2k | — | ~1.4k | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 195 | 195.Hunt LLM AI Hunt LLM/AI feature bugs — prompt injection, indirect injection, exfiltration via tool-use/markdown, ASCII smuggling, agentic AI security (OWASP Agentic Apps 2026, ASI01-ASI10). | elementalsouls/ | 4.8k | — | ~4k | Automated safety check: Warn | MIT | yesterday |
| 196 | Prompt Engineering Patterns workflow skill. An agent skill from diegosouzapw/awesome-omni-skills. | diegosouzapw/ | 159 | — | ~4k | Automated safety check: Warn | MIT | 3 mo ago |
| 197 | Creates, optimizes, and iteratively refines agent prompts, system prompts, developer prompts, and reusable prompt templates. | getsentry/ | 1k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | 6 days ago |
| 198 | Master Anthropic's prompt engineering techniques to generate new prompts or improve existing ones using best practices for Claude AI models. | jamesrochabrun/ | 216 | 1 repo | ~1.1k | Automated safety check: Pass | MIT | 8 mo ago |
| 199 | Generate and improve prompts using best practices for OpenAI GPT-5 and other LLMs. | jamesrochabrun/ | 216 | 1 repo | ~4.2k | Automated safety check: Pass | MIT | 8 mo ago |
| 200 | Checks what a shipped AI product's system prompt and tool schema actually say, by reading a dated archive of captured prompts instead of recalling them. | sickn33/ | 47k | 1 repo | ~2.1k | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 201 | Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration. | aiskillstore/ | 430 | 8 repos | ~2.6k | Automated safety check: Pass | No licence | yesterday |
| 202 | 202.Agent Designer A skill your agent uses when the user asks to design a multi-agent system, pick an orchestration pattern (supervisor/swarm/pipeline), generate tool schemas for agents, or evaluate agent execution… | alirezarezvani/ | 28k | — | ~1.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 203 | Use proactively whenever LLM API costs come up -- or should. | alirezarezvani/ | 28k | 1 repo | ~2.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 204 | 204.LLM Security LLM and AI application security testing skill for prompt injection (direct, indirect, multimodal), system-prompt extraction, RAG poisoning, memory poisoning, MCP server injection, skill-file… | hardw00t/ | 104 | — | ~2.8k | Automated safety check: Pass | No licence | 5 mo ago |
| 205 | 205.Prompt Library Search prompt history and manage starred reusable prompts in BB. | get-bb/ | 4.2k | — | ~635 | Automated safety check: Pass | MIT | today |
| 206 | Verified prompt templates and structures for Seedance 2.5 / 2.0 video generation, distilled from the highest-performing published cases on goodcase.ai. | LearnPrompt/ | 1.8k | — | ~1k | Automated safety check: Pass | MIT | today |
| 207 | 207.AI Brand Kit Build comprehensive AI-native brand asset systems that maintain consistency across all AI-generated content. | omer-metin/ | 162 | — | ~782 | Automated safety check: Pass | Apache-2.0 | 8 mo ago |
| 208 | 208.Prompt Engineer Write, evaluate, migrate, or troubleshoot prompts for GPT and Claude models. | bastani-inc/ | 846 | — | ~1.4k | Automated safety check: Pass | Unknown | today |
| 209 | 209.Harness Gepa Inspect and audit GEPA genomes via the @metaharness/darwin/gepa library entry (darwin 0.8.0) — load/validate a genome (default is the shipped cand-6 promotion), render the system prompt a genome… | ruvnet/ | 74k | — | ~826 | Automated safety check: Notes | MIT | today |
| 210 | Lifecycle SOP for per-model prompt artifacts — the compiled prompts, instructions, few-shot demos, edit-format pins, and embedding-bound indices that change behavior when the underlying LM, dataset… | agentsope/ | 459 | — | ~8k | Automated safety check: Pass | MIT | 1 mo ago |
| 211 | Tool skill — the first move in any LM-debugging session: dump the actual rendered prompt the framework sent to the model, before changing anything else. | agentsope/ | 459 | — | ~8.4k | Automated safety check: Pass | MIT | 1 mo ago |
| 212 | 212.Prompt Engineer Transforms user prompts into optimized prompts using frameworks (RTF, RISEN, Chain of Thought, RODES, Chain of Density, RACE, RISE, STAR, SOAP, CLEAR, GROW) | aiskillstore/ | 430 | 5 repos | ~2.7k | Automated safety check: Pass | No licence | yesterday |
| 213 | ComfyUI prompt engineering knowledge covering CLIP text encoding syntax, weight modifiers, model-specific prompting strategies, and best practices | artokun/ | 795 | — | ~2.9k | Automated safety check: Pass | MIT | 3 days ago |
| 214 | 214.Qwen Image Edit Build Qwen Image Edit workflows covering model loading, conditioning, LoRAs, prompt patterns, and XY plot testing | artokun/ | 795 | — | ~4.6k | Automated safety check: Pass | MIT | 3 days ago |
| 215 | A skill your agent uses when designing, critiquing, or fixing system prompts, tool descriptions, skill definitions, or other LLM instruction text — including when a model ignores, over-applies, or… | WrongStack/ | 370 | — | ~1.4k | Automated safety check: Pass | MIT | yesterday |
| 216 | 迭代执行流水线代码实现阶段。基于 tasks.md 调用 /speckit.implement 以 TDD 模式完成全部任务。 | TencentBlueKing/ | 840 | — | ~1.2k | Automated safety check: Pass | Unknown | today |
| 217 | 迭代执行流水线校验阶段。对 implement 产出的代码做四维度并行校验(架构 / 安全 / CodeReview / 测试覆盖), 再按汇总结果原地修复(fullstack 需求按受影响文件路径分派 backend-developer / frontend-developer)。 | TencentBlueKing/ | 840 | — | ~1.7k | Automated safety check: Pass | Unknown | today |
| 218 | Configures and runs LLM evaluation using Promptfoo framework. | daymade/ | 1.4k | — | ~3k | Automated safety check: Pass | MIT | today |
| 219 | 219.Agent Workflow A skill your agent uses when any Maestro command is invoked — provides foundational workflow design principles across prompt engineering, context management, tool orchestration, agent architecture… | sharpdeveye/ | 592 | — | ~2.1k | Automated safety check: Pass | MIT | 5 mo ago |
| 220 | 220.Hi Fi Design The design process for high-fidelity, polished work — the system prompt tells Claude to invoke it before starting any design | asgeirtj/ | 69k | — | ~1.6k | Automated safety check: Pass | CC0-1.0 | today |
| 221 | This skill should be used when designing prompts, system prompts, or context windows for Claude. | closedloop-ai/ | 122 | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | today |
| 222 | Provides workflows to write, debug, and optimize prompts for LLMs, including few-shot example selection, chain-of-thought structuring, system prompt design, and template composition. | giuseppe-trisciuoglio/ | 355 | 1 repo | ~2.6k | Automated safety check: Notes | MIT | 28 days ago |
| 223 | Provides Spring Boot MCP server patterns that create Model Context Protocol servers with Spring AI by defining tool handlers, exposing resources, configuring prompt templates, and setting up… | giuseppe-trisciuoglio/ | 355 | 1 repo | ~2.7k | Automated safety check: Notes | MIT | 28 days ago |
| 224 | A skill your agent uses when improving prompts for any LLM. An agent skill from majiayu000/claude-skill-registry. | majiayu000/ | 666 | 3 repos | ~1.6k | Automated safety check: Pass | MIT | today |
| 225 | 225.Prompt Engineer Expert prompt engineer specializing in advanced prompting techniques, LLM optimization, and AI system design. | majiayu000/ | 666 | 3 repos | ~2.9k | Automated safety check: Pass | MIT | today |
| 226 | A skill your agent uses when the user wants academic writing prompts, paper polishing workflows, translation/rewrite guidance, reviewer-style paper critique, experiment write-up help, title/caption… | Citrus-bit/ | 120 | — | ~886 | Automated safety check: Pass | MIT | 1 mo ago |
| 227 | 227.Prompt Optimizer Prompt 优化助手。适用于用户想优化提示词、改进 AI 指令、为特定任务设计更好的 prompt,或需要选择合适提示框架时使用。会根据任务场景匹配合适框架,必要时先追问关键信息,再输出更清晰、更可执行的提示词版本。 | chujianyun/ | 740 | — | ~1.4k | Automated safety check: Pass | CC-BY-NC-4.0 | 13 days ago |
| 228 | You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thought reasoning, and model-specific optimizati | aiskillstore/ | 430 | 8 repos | ~342 | Automated safety check: Pass | No licence | yesterday |
| 229 | 229.Prompt Rendering Working on prompt templates, template loading/caching, or per-request rendering. | extra-org/ | 113 | — | ~533 | Automated safety check: Pass | MIT | 1 mo ago |
| 230 | AI/LLM defensive security reference: prompt-injection defense, OWASP LLM Top 10 defensive mapping, MCP and agentic tool-call hardening, training-data poisoning detection, model-output validation and… | modu-ai/ | 1.2k | — | ~4.5k | Automated safety check: Pass | Apache-2.0 | today |
| 231 | A skill your agent uses when writing instructions that guide Claude behavior - skills, CLAUDE.md files, agent prompts, system prompts. | ed3dai/ | 250 | — | ~2.4k | Automated safety check: Pass | No licence | 1 mo ago |
| 232 | Startup-tailored AWS architecture advice for non-agent workloads, adjusted to the company's stage (pre-revenue through Series B+), team size, runway, and credits. | aws/ | 2.8k | — | ~3.7k | Automated safety check: Pass | Apache-2.0 | today |
| 233 | AWS Startups reference content — Activate FAQ, credits guide, programs, partner offers, sample architectures, and hundreds of learn articles spanning generative AI, cloud architecture, cost… | aws/ | 2.8k | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | today |
| 234 | Grant a user the runtime permissions an activated ITSM agent's actions need so the actions do not fail on permission errors. | forcedotcom/ | 1.1k | — | ~5.4k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 235 | Resolve missing ITSM Intelligence invocable actions so a Fulfiller NGA agent can activate. | forcedotcom/ | 1.1k | — | ~5.4k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 236 | 236.Prompt Optimizer Evaluate, optimize, and enhance prompts using 58 proven prompting techniques. | aAAaqwq/ | 105 | 2 repos | ~1.7k | Automated safety check: Pass | MIT | 11 days ago |
| 237 | Engineer effective LLM prompts using zero-shot, few-shot, chain-of-thought, and structured output techniques. | ancoleman/ | 526 | 1 repo | ~5.1k | Automated safety check: Warn | MIT | 10 mo ago |
| 238 | 238.LLM Eval Harness Tests/benchmarks a third-party LLM endpoint (OpenAI- or Anthropic-compatible): availability, fidelity, speed, concurrency, protocol compliance, quality regression. | daymade/ | 1.4k | — | ~4.7k | Automated safety check: Pass | MIT | today |
| 239 | 239.LLM Security Authorized security assessment of LLM applications and AI agents: prompt injection, tool abuse, RAG exposure, memory poisoning, system-prompt extraction, and agent-compliance engineering per OWASP… | sickn33/ | 47k | 1 repo | ~1.2k | Automated safety check: Warn | MIT | yesterday |
| 240 | Advanced expert in prompt engineering, custom instructions design, and prompt optimization for AI agents | CraftOS-dev/ | 392 | 4 repos | ~404 | Automated safety check: Pass | MIT | yesterday |
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