Amp Skill Leaderboard

Converts code, docs, and media into a persistent knowledge graph with community detection for architectural querying and GraphRAG integration.

Audits repositories for over-engineering and aggregates shortcut comments into a technical debt ledger.

A collection of token optimization skills that use a compressed communication pattern to reduce LLM context consumption.

A large-scale collection of agentic skills and templates for building specialized AI automation capabilities.

Provides routing for agentic workflow design and tools for scaffolding canvas extensions and plugin manifests.

Provides API and SDK integration for designing, submitting, and retrieving results from protein binding and thermostability assays via Adaptyv Bio Foundry.

Provides file-based persistence for AI agents using task_plan.md, findings.md, and progress.md to track multi-step projects across session resets.

Security research workflows for binary diffing, Android APK hooking, and AD CS certificate abuse.

A skill library for content production and publishing: visual asset generation, cross-platform posting, Markdown formatting, diagram creation, and automated release workflows.

A design skill for extracting visual DNA from URLs or screenshots and applying intentional UI patterns to AI-generated pages.

A library of specialized AI skill definitions for agent workflow design, accessibility auditing, and marketing automation.

Converts PDF, EPUB, and other document formats into structured AI skills by extracting frameworks and mental models.

Formats AI output for ADHD users by leading with next actions, numbering multi-step tasks, and suppressing tangents.

A research automation suite for searching arXiv papers, analyzing ML experiment statistics, planning ablation studies, and generating Mermaid diagrams.

Generates validated architecture, sequence, and data-flow diagrams from text or code as explorable HTML files.

An AI-driven system for Obsidian that automates source research, citation drafting, and the organization of a connected Markdown knowledge graph.

A multi-phase research skill that compiles and synthesizes raw materials into structured, publishable output.

A set of skills for converting tutorials and prompt packs into reusable agent capabilities and implementing standardized web design elements.

A set of agent orchestration skills covering self-scheduling, multi-agent delegation loops, and direct browser automation via CDP.

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.

A collection of skills for empirical research, covering causal inference, econometrics, and the end-to-end academic writing process.

Technical implementation guides for GPU-accelerated data processing with cuDF and mathematical optimization via cuOpt and cuFOLIO.

Migrates Apple/Swift Expo native modules from the 1.0 definition DSL to the 2.0 macro API.

Rewrites technical text according to ASD-STE100 Simplified Technical English rules for aerospace and defense grade clarity.

Eight CLI utilities for web search, browser automation, Google services, local transcription, YouTube transcripts, and VS Code diffs.

An OSINT autopilot pipeline for authorized reconnaissance, secret scanning, and attack surface mapping.

Implements the 37signals and Shape Up methodology for lean product development, focusing on shaping, betting, and fixed-time cycles.

Provides multi-language code review guidance covering architecture, security audits, and performance optimization for modern web and systems frameworks.

A library of medical writing skills for manuscript submission and bioinformatics skills for genomic and clinical data analysis.

A library of 29 skills for resume writing, job analysis, interview prep, LinkedIn optimization, offer comparison, and career transition work.

A set of skills for generating blog briefs, managing editorial calendars, performing site health audits, and converting posts to audio.

A comprehensive set of bioinformatics skills for processing alignment files, trimming PCR primers, and managing genomic data using samtools and pysam.

Translates PDF, DOCX, and EPUB books into multiple languages using a parallel sub-agent workflow and Markdown chunking.

Bioinformatics tools for FASTA sequence metrics, affinity-based proteomics pipelines, and archaic introgression detection.

Generates structured learning documents from any codebase, focusing on design decisions, concepts, and alternatives, with configurable depth.

A set of CLI skills for authoring Fabric Dataflow Gen2, managing Activator alerts, and performing Databricks to Microsoft Fabric migrations.

Extracts pinouts, electrical characteristics, and technical specifications from component datasheets for use in PCB and schematic analyzers.

A set of MATLAB skills for aerospace environment computation, coordinate transformation, and statistical classification of tabular data.

A marketing skill library covering search monitoring, content creation, directory submission, brand design, and page generation.

Provides implementation guidance for Amazon Location Service APIs, including mapping, geocoding, routing, and geofencing for AWS applications.

Academic research tools for scientific paper searching, structured data extraction from full-text studies, and citation management.

Provides tools for generating platform-specific ad copy and designing statistically rigorous A/B test plans with sample size calculations.

A set of marketing skills for A/B test design, statistical significance analysis, and brand monitoring.

A suite of marketing skills for brand naming, competitive review analysis, and automated visual asset generation.

Generates a single-file, editable HTML slide deck with drag-resize editing, slide reordering, PPT/PDF conversion, and browser-based save/export.

A CTI and OSINT toolkit for web-infrastructure pivoting, breach triage, and structured threat modeling.

A comprehensive set of 265 prioritized Rust coding rules for AI agents, covering ownership, error handling, async, unsafe code, API design, memory optimization, performance, and testing, sourced from official guidelines and real-world codebases.

Builds source-backed analytical reports and reproducible studies to evaluate actions under uncertainty and tail risk for high-stakes decision making.

Provides AI agents with a structured rulebook for Jetpack Compose and Compose Multiplatform development, covering MVI architecture, state management, UI patterns, navigation, DI, networking, performance, and cross-platform best practices.

Analyzes and rewrites prompts using 31 research-backed frameworks categorized by intent, including agentic and reasoning tasks.