prompt-engineering skills

2,522 tagged prompt-engineering, measured the same way as everything else here.

Browse within: LLM 359Multi-Agent 314Workflow Automation 283skills 200sdlc 176github-copilot 132academic-research 124data-science 124bioinformatics 123research-tools 123ai-tools 108grok 102opencode 100agentic-ai 91

github/awesome-copilot

Skill Claude Code ✓ vendor

Create or register a canvas extension in the awesome-copilot repository. Use when asked to scaffold a new canvas extension, create its plugin.json, add a reusable extension to one or more plugins, or migrate extension metadata. Extensions are reusable source under extensions/; shippable plugin manifests belong under…

not rated 40k +181 today A Snyk: passSkillSpector: pass 66 tokens original MIT

freestylefly/awesome-gpt-image-2

Skill Codex

Choose GPT-Image2 / gpt-image-2 visual styles and industrial prompt templates from the awesome-gpt-image-2 style library. Use when an agent needs to create, rewrite, classify, or improve image-generation prompts with repository-backed templates, categories, style tags, scene tags, pitfalls, and example cases.

not rated 35k +326 2d ago A Socket: passSnyk: passSkillSpector: pass 72 tokens original MIT

discount-review

03

promptfoo/promptfoo

Skill Claude CodeCodex

Inspect the discount policy fixture with a repeatable review checklist and helper script.

not rated 26k +173 today A SkillSpector: pass 18 tokens original MIT

prompt-master

04

nidhinjs/prompt-master

Skill Claude CodeCodex

Generates optimized prompts for AI tools. Activates only when the user explicitly asks to write, fix, improve, or adapt a prompt for a specific AI tool (LLM, Cursor, Midjourney, image AI, video AI, coding agents, etc.). Does not activate for general conversation, coding tasks, document writing, or other…

not rated 14k +269 changed 3d ago B 78 tokens original MIT

cangjie-skill

05

kangarooking/cangjie-skill

Skill Claude CodeCodex

A process for turning a book, course, podcast, interview, long video, or other long material into reusable instructions for an AI agent. It extracts methods and principles, checks them, and packages them as skills.

not rated 11k +256 changed 19d ago A 143 tokens original MIT

swarms

06

kyegomez/swarms

Skill Claude CodeCodex

Build agents and multi-agent systems with the Swarms framework — the Agent class, tools, autonomous loops, memory, and the 15+ multi-agent architectures (SequentialWorkflow, ConcurrentWorkflow, GraphWorkflow, HierarchicalSwarm, SwarmRouter, and more). Use whenever writing, reviewing, or debugging code that imports…

not rated 7.3k +22 changed 20d ago A 73 tokens original Apache-2.0

avoid-ai-writing

07

conorbronsdon/avoid-ai-writing

Skill Claude CodeCodex

Audit and rewrite content to remove AI writing patterns ("AI-isms"). Use this skill when asked to "remove AI-isms," "clean up AI writing," "edit writing for AI patterns," "audit writing for AI tells," or "make this sound less like AI." Supports a detect-only mode, an edit-in-place mode for files, an optional voice…

not rated 5.0k +98 changed today A 97 tokens original MIT

[object Object]

08

microsoft/apm

Skill Claude CodeCodex ✓ vendor

Skill "[object Object]" from microsoft/apm, covering what this package does, getting started, available primitives and included workflows.

not rated 4.0k +31 today A SkillSpector: pass 8 tokens original MIT

unlazy

09

Leonxlnx/unlazy

Skill Codex

Enforces completion discipline for substantial autonomous work by writing acceptance gates before execution, decomposing work with the Depth Tree, running approved checks, and re-verifying evidence before reporting. Use when an agent faces a long or multi-part task, work that has returned half-done, an exhaustive…

not rated 3.9k +64 changed 1mo ago A 100 tokens original MIT

loop-library

10

Forward-Future/loopy

Skill Codex

Compatibility alias for Loopy. Use only when an existing installation or older instruction explicitly invokes loop-library; use Loopy for new installations and requests. Provides the same discovery, recommendation, audit, repair, adaptation, guided crafting, bounded execution, run debrief, project loop saving, and…

not rated 3.2k +11 1mo ago A Socket: passSnyk: warnSkillSpector: pass 65 tokens original MIT

zenstory-ai/drama-skills

Skill Codex

A workflow for turning a Chinese short-drama script and its visual facts into a shot-by-shot storyboard with frozen starting-frame prompts.

not rated 2.9k +259 changed today A Socket: passSnyk: passSkillSpector: pass 102 tokens original MIT

DenisSergeevitch/agents-best-practices

Skill Claude CodeCodex

Use this skill when designing, generating an MVP blueprint for, auditing, troubleshooting, refactoring, or explaining an agentic harness for any domain. Covers provider-neutral agent architecture for OpenAI, Anthropic, and OpenAI-compatible APIs: agent loops, tool design, record provenance, interactive presentation…

not rated 2.4k +7 changed 2d ago A 164 tokens original MIT

liyue-aigc/female-portrait-director

Skill Codex

Generate, visually expand, optimize, diagnose, and route structured AI image prompts for adult female portraits. Use for lifestyle, curve-focused, fashion, oriental, fantasy, realism, beauty, CCD, low-key cinematic, studio, sport, travel, and e-commerce portrait requests; onboarding or usage help; parameter…

not rated 1.7k +12 3mo ago A 112 tokens original MIT

remotion-video

14

TechNomadCode/AI-Product-Development-Toolkit

Skill Claude CodeCodex

Make a short video about a product or brand (promo, launch, explainer, demo or social clip) entirely in code with Remotion, from idea to a rendered MP4 with sound. The owner approves the idea and a storyboard before anything is built.

not rated 1.0k +8 2d ago A 56 tokens original MIT

no-negative-echo

15

LB623/no-negative-echo

Skill Codex

A writing rule for final outputs that removes discarded ideas and rejected alternatives from the published result. It keeps only the accepted outcome and context readers actually need.

not rated 920 +22 1mo ago A SkillSpector: pass 75 tokens original MIT

pnp/copilot-prompts

Skill Claude CodeCodex

Generates valid, importable Power Apps Source Code YAML for canvas app screens. Use when asked to create YAML, scaffold, or modify any Power Apps canvas app screen — including full screens, dialogs, forms, galleries, detail views, dashboards, or any layout container — or when asked to generate Power Fx formulas or…

not rated 895 +2 2d ago A SkillSpector: warn 79 tokens original MIT

dep-auditor

18

laolaoshiren/claude-code-skills-zh

Skill Claude CodeCodex

A read-only audit of a project’s third-party packages for known security issues, version health, and license facts. It uses the versions actually selected by lockfiles, which record the exact packages installed, rather than relying only on version ranges.

not rated 889 +10 2d ago A SkillSpector: pass 72 tokens original MIT

agent-style

19

yzhao062/agent-style

Skill Claude CodeCodex

Literature-backed English technical-prose writing rules. Use when writing or editing prose in .md, .tex, .rst, or .txt files, especially research papers, proposals, documentation, and release notes.

not rated 712 +3 changed 8d ago A 46 tokens

photo-revival

20

dacnay816y62-hub/photo-revival

Skill Codex

Turn ordinary photos or everyday snapshots into poetic hand-drawn illustrations with large white-paper negative space, vivid localized color, subtle collage accents, and tiny handwritten captions. Use when a user wants a real photo reimagined as an illustration rather than filtered, beautified, or photorealistically…

not rated 593 +9 1mo ago B 64 tokens original MIT

jira-cli

21

Code-and-Sorts/awesome-copilot-agents

Skill Claude CodeCodex

Interact with Jira from the command line to create, list, view, edit, and transition issues, manage sprints and epics, and perform common Jira workflows. Use when the user asks about Jira tasks, tickets, issues, sprints, or needs to manage project work items.

not rated 584 +4 5mo ago A Socket: passSnyk: warnSkillSpector: pass 60 tokens original CC0-1.0

jalaalrd/anti-ai-slop-writing

Skill Claude CodeCodex

Produces human-sounding text that avoids detectable AI writing patterns. Activates on any writing task — tweets, emails, articles, bios, captions, reports, copy, messages, LinkedIn posts, cover letters, README files, or any content where the output must not read as AI-generated. Enforces banned vocabulary, structural…

not rated 544 +23 6mo ago B Socket: passSnyk: pass 121 tokens

ian-xiaohei-scenes

23

helloianneo/ian-xiaohei-scenes

Skill Claude CodeCodex

An image-making tool for creating Chinese-language illustrations featuring a simple black character, real objects, physical actions, short labels, and open space. It supports standard 16:9 images and extra-wide story scenes.

not rated 533 +2 4mo ago A SkillSpector: pass 200 tokens original MIT

Dokhacgiakhoa/Agent-Skills-4-Vibe-Coding-CLI

Skill Claude CodeCodex

Opinionated backend development standards for Node.js + Express + TypeScript microservices. Covers layered architecture, BaseController pattern, dependency injection, Prisma repositories, Zod validation, unifiedConfig, Sentry error tracking, async safety, and testing discipline.

not rated 507 +1 4mo ago A 54 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: