Topic · AI & LLM Engineering
Best prompt engineering skills, page 2
Prompt engineering skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 49 | A skill your agent uses when a user asks how many tokens (or how much context/cost) ContextPilot has saved, or wants a ContextPilot savings status/summary inside Hermes Agent — e.g. | EfficientContext/ | 140 | — | ~1.4k | Automated safety check: Pass | MIT | 5 days ago |
| 50 | Acts as a cinematography dictionary and prompt formula for writing AI video and image prompts about camera angles, movement, lighting and mood. | Rylaispirit/ | 146 | — | ~5k | Automated safety check: Pass | MIT | 10 days ago |
| 51 | Teaches an agent to build LM pipelines, RAG systems and agents in DSPy using signatures, modules and optimizers instead of hand-tuned prompts. | Orchestra-Research/ | 13k | 10 repos | ~3.8k | Automated safety check: Pass | MIT | 3 mo ago |
| 52 | A skill your agent uses when the user provides a plot summary, scene idea, character relationship, emotional beat, or short video concept and wants a cinematic AI video prompt. | CyberJ0605/ | 125 | — | ~16k | Automated safety check: Pass | MIT | 2 days ago |
| 53 | Designs clear, testable prompts for agent workflows. An agent skill from repowise-dev/claude-code-prompts. | repowise-dev/ | 1.2k | — | ~231 | Automated safety check: Pass | MIT | 4 mo ago |
| 54 | Create specialized Claude Code sub-agents with custom system prompts and tool configurations. | greatSumini/ | 438 | — | ~958 | Automated safety check: Pass | MIT | 4 mo ago |
| 55 | Audit and improve the prompt surface of Avibe Agents across backends (Claude, Codex/GPT, OpenCode) — global and project rules, Agent system prompts, Skills, delegation briefs, and Task and Watch… | avibe-bot/ | 620 | — | ~2.9k | Automated safety check: Pass | MIT | today |
| 56 | A skill your agent uses when the user has changed a prompt (system prompt, RAG template, agent instruction, etc.) and wants to know whether the candidate is better or worse than the baseline. | agentscope-ai/ | 868 | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | 27 days ago |
| 57 | Comprehensive guide for designing, refining, and auditing system prompts for autonomous AI agents based on Anthropic's production practices. | agentailor/ | 132 | — | ~3.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 58 | 58.Bananahub Agent-native image workflow and optional prompt optimizer for /bananahub and generic agent image generation requests. | bananahub-ai/ | 118 | — | ~7.1k | Automated safety check: Pass | MIT | 4 mo ago |
| 59 | Audit an agent's context layout against the four places: system prompt, tools, history, tail. | undefined-ui/ | 1k | — | ~802 | Automated safety check: Pass | MIT | today |
| 60 | 60.Opik Reference for the Opik SDK — tracing, span types, framework integrations, threads, and the prompt library (Python, TypeScript, REST). | comet-ml/ | 219 | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | today |
| 61 | Integrate new evaluation datasets into FlagEvalMM as benchmark tasks. | flageval-baai/ | 108 | — | ~3.2k | Automated safety check: Pass | No licence | 5 mo ago |
| 62 | 当需要为 AI 产品定义核心身份、角色声明和能力边界时调用此 skill。典型场景包括:设计新 AI 产品的 system prompt 首段、为不同场景创建差异化角色(如教学助手 vs 编程代理)、重新定义 AI 与用户的关系框架。 | kangarooking/ | 205 | 1 repo | ~956 | Automated safety check: Pass | MIT | 5 mo ago |
| 63 | Edit English prose for clarity, specificity, natural flow, and fit to the requested voice. | adenaufal/ | 145 | — | ~5.6k | Automated safety check: Pass | MIT | 11 days ago |
| 64 | A skill your agent uses when you writing commands, hooks, skills for Agent, or prompts for sub agents or any other LLM interaction, including optimizing prompts, improving LLM outputs, or designing… | NeoLabHQ/ | 1.7k | 1 repo | ~4.2k | Automated safety check: Pass | GPL-3.0 | 1 mo ago |
| 65 | Designs, tests and refines LLM prompts: zero-shot, few-shot and chain-of-thought patterns, system prompts, structured output schemas and evaluation test suites. | Jeffallan/ | 12k | 1 repo | ~1.5k | Automated safety check: Pass | MIT | 4 days ago |
| 66 | Audit and revise system prompts, developer instructions, tool descriptions, and reusable LLM prompt templates. | elithrar/ | 202 | — | ~1.7k | Automated safety check: Pass | MIT | today |
| 67 | 67.Gemini Agent Delegate tasks to Gemini CLI as an agent. An agent skill from michaleiatrak-star/Lex-Machina. | michaleiatrak-star/ | 260 | — | ~626 | Automated safety check: Pass | GPL-3.0 | today |
| 68 | Build, deploy, evaluate, optimize, fine-tune, and manage Microsoft Foundry agents, models, and resources end to end. | microsoft/ | 255 | 1 repo | ~6.7k | Automated safety check: Pass | MIT | today |
| 69 | Cuts the agent's replies down to bare fragments for the whole session, one word where one will do and no repeated facts, while code and error strings stay exact. | JuliusBrussee/ | 110k | 1 repo | ~629 | Automated safety check: Pass | Apache-2.0 | today |
| 70 | 70.Img2mo Learn Learn reusable 2D motion-generation knowledge from user-specified action resources with /img2mo-learn <resource. | WU-HAOTIAN34/ | 220 | — | ~1.7k | Automated safety check: Pass | MIT | 3 mo ago |
| 71 | Distills a recurring agent voice from conversations into a restricted Persona Voice Card, validates it for schema, safety and distinctness, and prepares it for community submission. | telagod/ | 243 | — | ~716 | Automated safety check: Notes | MIT | 2 mo ago |
| 72 | Manages Neo4j Aura Agents via the v2beta1 REST API — create, list, get, update, delete, and invoke Aura agents backed by an AuraDB instance. | neo4j-contrib/ | 114 | — | ~3.8k | Automated safety check: Notes | MIT | yesterday |
| 73 | Provides a structured verification workflow for code and prompt outputs. | repowise-dev/ | 1.2k | — | ~237 | Automated safety check: Pass | MIT | 4 mo ago |
| 74 | Advanced image prompt engineering assistant for Chinese-first users. | TanShilongMario/ | 133 | — | ~4.2k | Automated safety check: Pass | MIT | 4 mo ago |
| 75 | Plans and generates controllable Seedance videos by choosing a creative route first, from text prompts and storyboards to keyframe pairs, extensions and edits. | AtlasCloudAI/ | 228 | — | ~4.3k | Automated safety check: Pass | Unknown | today |
| 76 | A skill your agent uses when creating, improving, or optimizing prompts for Claude. | chrispangg/ | 128 | — | ~2k | Automated safety check: Pass | MIT | 7 mo ago |
| 77 | 当需要为 AI 定义工具接口、设计调用规范、实现工具发现与编排机制时调用此 skill。典型场景包括:设计 AI agent 的工具集、定义 JSON Schema/XML/TypeScript 格式的工具描述、实现工具权限控制与并行调度、设计子代理委托架构。 | kangarooking/ | 205 | 1 repo | ~1.1k | Automated safety check: Pass | MIT | 5 mo ago |
| 78 | Turn unstructured text into validated, structured variables at corpus scale with LLMs: codebook design, dev/gold-set construction, DSPy prompt optimization, a hard reliability gate (Cohen κ ≥ 0.70)… | joshzyj/ | 168 | — | ~4.6k | Automated safety check: Pass | Unknown | 19 days ago |
| 79 | How PostHog "canvas" dashboards work end-to-end — the two rendering tiers (json-render vs freeform React-in-iframe), the agent system prompts that steer each, and the RIGHT way to fetch PostHog data… | PostHog/ | 179 | — | ~2.2k | Automated safety check: Pass | MIT | 2 mo ago |
| 80 | Respond to pull request review comments on GitHub or Azure DevOps Services. | microsoft/ | 110 | — | ~4.2k | Automated safety check: Pass | MIT | 19 days ago |
| 81 | Audit and tune the configuration of coding agents across Claude Code and pi - settings files (settings.json, settings.local.json), permission rules, instruction files (CLAUDE.md, AGENTS.md), skill… | kdeldycke/ | 173 | — | ~3.4k | Automated safety check: Notes | BSD-2-Clause | 3 days ago |
| 82 | Maps the /ai/ subsystem of flowfile_core, its three agent tiers, litellm seam, BYOK keys and rate limits, and sets rules for extending or debugging it safely. | Edwardvaneechoud/ | 373 | — | ~7k | Automated safety check: Notes | MIT | today |
| 83 | A skill your agent uses when generating research/factcheck/image/video/slide prompts that need base templates (IFCN·StructuredResearch 등) — 단일 통합 AI 프롬프트 엔지니어링 레퍼런스의 라우팅 인덱스. | treylom/ | 185 | — | ~485 | Automated safety check: Pass | Unknown | 11 days ago |
| 84 | 84.Common Tasks Copy-paste AI prompt templates for common Playwright scaffold development tasks — adding page objects, functional/E2E/API tests, Zod schemas, factories, fixtures, and components. | idavidov13/ | 223 | — | ~2.5k | Automated safety check: Pass | MIT | 6 days ago |
| 85 | Declared architecture snapshot for one Agentforce agent: planner, topics, actions, flows, Apex, prompt templates, and NGA plugins. | forcedotcom/ | 1.1k | — | ~4.5k | Automated safety check: Pass | Apache-2.0 | today |
| 86 | 86.Agent Config Show a Culture agent's full configuration in one read-only view: its system-prompt file (CLAUDE.md / AGENTS.md / GEMINI.md), the parallel culture.yaml, and the agent's local .claude/skills index. | agentculture/ | 113 | — | ~1k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 87 | A skill your agent uses when a developer wants to build a new healthcare or life sciences agent, structure tools and system prompts for an HCLS workflow, or create a Strands agent with… | aws-samples/ | 274 | — | ~885 | Automated safety check: Pass | MIT-0 | 6 days ago |
| 88 | Write or rewrite English with ASD-STE100 Simplified Technical English rules: one meaning per word, active voice, simple tenses, one instruction per sentence. | TwiTech-LAB/ | 101 | — | ~1.2k | Automated safety check: Pass | MIT | yesterday |
| 89 | Constrains language model output with regex, selections and grammars using the Guidance library, so JSON, XML, code or formatted fields come out valid. | Orchestra-Research/ | 13k | 5 repos | ~3.6k | Automated safety check: Pass | MIT | 3 mo ago |
| 90 | A skill your agent uses when customizing Deep Researcher Agent behavior through Jinja2 prompt templates or per-agent model selection — editing prompts under src/deepresearcheragent/agents//prompts/… | NVIDIA-AI-Blueprints/ | 883 | — | ~1.6k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 91 | 91.Run Teamwork Run a single team session to build a project from a prompt. An agent skill from 0x0funky/vibehq-hub. | 0x0funky/ | 195 | — | ~2.3k | Automated safety check: Pass | MIT | 6 mo ago |
| 92 | A skill your agent uses when the user wants to reverse-engineer an existing image ad into a reusable prompt template. | krusemediallc/ | 1.6k | — | ~2.4k | Automated safety check: Notes | MIT | 15 days ago |
| 93 | Guides prompting and local ComfyUI use of MiniMax H3 (Hailuo 3), which generates video with synchronized audio, including prompt format, quants and troubleshooting. | SlavaSexton/ | 105 | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 94 | Special skill that turns loaded Hong Kong comic panels into photoreal MiniMax H3 martial-arts sequences with readable attack and defence action. | karuvanan/ | 131 | — | ~4.4k | Automated safety check: Pass | Unknown | 22 days ago |
| 95 | Designs a binary Pass/Fail LLM-as-Judge prompt for one subjective failure mode, built from a task statement, clear definitions, labeled examples and a structured output format. | ai-evals-course/ | 1.5k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | 13 days ago |
| 96 | Applies the fixes suggested by the Chat Customizations Evaluations extension to a prompt, agent, skill or instruction file, changing only what each diagnostic requires. | microsoft/ | 141 | — | ~506 | Automated safety check: Pass | Unknown | 5 days ago |
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