Prompting Skill Leaderboard
Audits repositories for over-engineering and aggregates shortcut comments into a technical debt ledger.
A token optimization toolkit that uses a compressed, minimalist language style to reduce AI communication costs.
A set of routing and scaffolding skills for designing agentic workflows and registering canvas extensions.
Rewrites AI-generated text to remove chatbot patterns, filler, and inflated claims while preserving the original factual content.
Formats AI output for ADHD users by leading with next actions, numbering multi-step tasks, and suppressing tangents.
A collection of agent skills focused on context engineering, harness design, and multi-agent architecture for production systems.
Generates and optimizes tool-specific prompts for LLMs, coding agents, and generative AI tools.
A set of skills for converting tutorials into reusable AI capabilities and implementing standardized company logos in web design.
Runbook for GPT Image 2 generation and editing that searches a reference prompt library, checks craft patterns, then calls a packaged CLI for text-to-image, edits, inpainting, and diagram outputs.
Parallel divergent ideation for coding agents. Spawns isolated branches under cognitive frames, scores, clusters, prunes traps, and deepens top survivors for open-ended design and architecture problems.
Audits and rewrites text to remove AI writing patterns using customizable voice profiles and detection modes.
Establishes a dedicated inner workspace for chained reasoning, planning, and maintaining consistency during long-horizon agentic tasks.
Architectural patterns for provider-neutral agent loops, tool design, and production-safe autonomous harnesses.
A comprehensive set of design operations skills for conducting structured critiques, auditing design debt, and reporting business impact.
Recommends image generation prompts from a library of 10,000+ curated examples with sample images, covering portraits, products, social media, posters, and content illustration.
Rewrites tool descriptions, system prompts, and technical reports using ASD-STE100 standards to eliminate ambiguity for AI agents.
A skill library for generating AI video and image ads via Arcads and publishing them as paused Meta ads, with research, copy, and reverse-engineering workflows.
Applies behavioral constraints to AI coding tasks to avoid superficial fixes, stale edits, and maintainability issues.
A set of tools and guides for designing, testing, and refining AI skills and agents using context engineering and evaluation metrics.
A professional toolkit for generating PRDs, 360-degree feedback reports, and WCAG 2.2 accessibility audits.
A set of 28 critical-thinking skills and mental models, including Bounded Rationality and Circle of Competence, for Agent Skills-compatible AI tools.
Bundles planning, React performance optimization, rigorous coding standards, and automated UI compliance review for structured Claude Code sessions.
Directs AI image generation with creative control—prompt engineering, brand presets, batch variations, and editing—for social, web, and product visuals.
A library of 30 Seedance 2.0 prompt generators covering 15 video formats including cinematic, 3D CGI, animation, e-commerce, real estate, social media, and brand storytelling for editors, creators, and marketers.
A collection of evidence-informed skills for designing adaptive hints, feedback, assessments, worked examples, collaborative tasks, and cognitive tutoring systems.
A writing skill library with anti-slop rules and a Rossmann voice profile for producing prose grounded in specific, checkable facts.
A set of design-focused agent skills that convert briefs into vertical slice task lists and conduct structured reviews of AI-generated UI.
Analyzes existing articles to extract writing style DNA and removes AI-generated linguistic patterns using a rule-based whitelist.
A library of AI skills featuring browser automation, autonomous goal-directed iteration loops, and UI components for chat interfaces.
Uses a multi-model panel and iterative critique loops to generate concise, high-confidence architecture and implementation plans.
A suite of writing skills focused on character simulation, narrative craft, and the organization of storytelling research.
Adapts technical explanations, code snippets, and error messages for specific audience levels, from business managers to beginners.
Applies banned words, structural variety, punctuation limits, accuracy rules, and voice calibration to produce human-sounding text across tweets, emails, articles, reports, and other formats.
A collection of Claude Code skills for marketing audits, content creation, outreach sequences, positioning, and daily task management.
A suite of prompting skills for Higgsfield AI that covers cinematic camera controls, audio guidance, and detailed character performance profiles.
A set of prompts for cleaning CSVs, spreadsheet pastes, and system exports to ensure consistent typing and formatting.
Generates cinematic AI video prompts using a five-stage structure for narrative shorts and complex visual sequences.
Developer tooling for generating parallel API interface designs and creating detailed, incremental refactoring plans.
An academic writing assistant for humanities scholars that provides research-question sharpening, multi-layer chapter critique, and reviewer-comment integration.
Generates video prompts for TikTok, Reels, and YouTube Shorts hooks, as well as SaaS product demos and software feature showcases.
A set of prompting skills for identifying project blindspots and designing self-documenting interfaces for AI agents.
Guides users through a structured, question-by-question interview to stress-test plans and designs, resolving decision tree branches systematically.
Returns markdown with inline citations from Google AI Search for current documentation, coding examples, comparisons, and research topics.
A prompting skill that re-expresses the most recent assistant message in plain, accessible language without adding new information.
Analyzes and rewrites prompts using 31 research-backed frameworks categorized by intent, including agentic and reasoning tasks.
Helps researchers refine a vague interest, proposal draft, or stalled direction into a well-structured, falsifiable, and defensible research question using a multi-mode methodology.
A Socratic method teaching skill that guides users to discover answers through targeted, escalating questions for any readable content.
Detects and removes AI writing patterns using an audit-and-rewrite process to humanize synthetic prose.
Turns six Buddhist principles into verifiable checklists for verification, root-cause analysis, state awareness, non-attachment, cause removal, and equanimity in AI-assisted coding and debugging workflows.
Integrates Gemini CLI with Claude Code for second-opinion code review, architecture analysis, web search, and parallel test/documentation generation.