Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 101 | Unranked | flutter-dart-code-reviewskill · other | Library-agnostic Flutter/Dart code review checklist covering widget best practices, state management patterns (BLoC, Riverpod, Provider, GetX, MobX… | No signals yet | No commit datelisted | armory install flutter-dart-code-review --cli claude |
| 102 | Unranked | footballbin-predictions-2skill · other | Get AI-powered match predictions for Premier League and Champions League including scores, next goal, and corners. | No signals yet | No commit datelisted | armory install footballbin-predictions-2 --cli claude |
| 103 | Unranked | free-tool-strategyskill · other | When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the… | No signals yet | No commit datelisted | armory install free-tool-strategy --cli claude |
| 104 | Unranked | fsharp-testingskill · other | F# testing patterns with xUnit, FsUnit, Unquote, FsCheck property-based testing, integration tests, and test organization best practices. | No signals yet | No commit datelisted | armory install fsharp-testing --cli claude |
| 105 | Unranked | game-changing-featuresskill · other | Find 10x product opportunities and high-leverage improvements. Use when user wants strategic product thinking, mentions '10x', wants to find… | No signals yet | No commit datelisted | armory install game-changing-features --cli claude |
| 106 | Unranked | gdpr-dsgvo-expertskill · other | Senior GDPR/DSGVO expert and internal/external auditor for data protection compliance. Provides EU GDPR and German DSGVO expertise, privacy impact… | No signals yet | No commit datelisted | armory install gdpr-dsgvo-expert --cli claude |
| 107 | Unranked | geminiskill · other | Use when the user asks to run Gemini CLI for code review, plan review, or big context (>200k) processing. Ideal for comprehensive analysis requiring… | No signals yet | No commit datelisted | armory install gemini --cli claude |
| 108 | Unranked | generate-imageskill · other | Generate or edit images using AI models (FLUX, Gemini). Use for general-purpose image generation including photos, illustrations, artwork, visual… | No signals yet | No commit datelisted | armory install generate-image --cli claude |
| 109 | Unranked | gmod-addon-makerskill · other | | | No signals yet | No commit datelisted | armory install gmod-addon-maker --cli claude |
| 110 | Unranked | golang-patternsskill · other | Idiomatic Go patterns, best practices, and conventions for building robust, efficient, and maintainable Go applications. | No signals yet | No commit datelisted | armory install golang-patterns --cli claude |
| 111 | Unranked | golang-testingskill · other | Go testing patterns including table-driven tests, subtests, benchmarks, fuzzing, and test coverage. Follows TDD methodology with idiomatic Go… | No signals yet | No commit datelisted | armory install golang-testing --cli claude |
| 112 | Unranked | google-cloud-waf-cost-optimizationskill · other | Generates cost optimization guidance for Google Cloud workloads based on the Google Cloud Well-Architected Framework (WAF). Use to evaluate a… | No signals yet | No commit datelisted | armory install google-cloud-waf-cost-optimization --cli claude |
| 113 | Unranked | google-cloud-waf-reliabilityskill · other | Generates reliability-focused guidance for Google Cloud workloads based on the Google Cloud Well-Architected Framework. Use to evaluate a workload… | No signals yet | No commit datelisted | armory install google-cloud-waf-reliability --cli claude |
| 114 | Unranked | google-cloud-waf-securityskill · other | Generates security-focused guidance for Google Cloud workloads based on the Google Cloud Well-Architected Framework (WAF). Use to evaluate a workload… | No signals yet | No commit datelisted | armory install google-cloud-waf-security --cli claude |
| 115 | Unranked | google-workspace-opsskill · other | Operate across Google Drive, Docs, Sheets, and Slides as one workflow surface for plans, trackers, decks, and shared documents. Use when the user… | No signals yet | No commit datelisted | armory install google-workspace-ops --cli claude |
| 116 | Unranked | grpo-rl-trainingskill · other | Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training | No signals yet | No commit datelisted | armory install grpo-rl-training --cli claude |
| 117 | Unranked | gtarsskill · other | High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic regions, BED files, coverage… | No signals yet | No commit datelisted | armory install gtars --cli claude |
| 118 | Unranked | haskell-proskill · other | Expert Haskell engineer specializing in advanced type systems, pure | No signals yet | No commit datelisted | armory install haskell-pro --cli claude |
| 119 | Unranked | healthcare-cdss-patternsskill · other | Clinical Decision Support System (CDSS) development patterns. Drug interaction checking, dose validation, clinical scoring (NEWS2, qSOFA), alert… | No signals yet | No commit datelisted | armory install healthcare-cdss-patterns --cli claude |
| 120 | Unranked | hipaa-complianceskill · other | HIPAA-specific entrypoint for healthcare privacy and security work. Use when a task is explicitly framed around HIPAA, PHI handling, covered entities… | No signals yet | No commit datelisted | armory install hipaa-compliance --cli claude |
| 121 | Unranked | histolabskill · other | Digital pathology image processing toolkit for whole slide images (WSI). Use this skill when working with histopathology slides, processing H&E or IHC… | No signals yet | No commit datelisted | armory install histolab --cli claude |
| 122 | Unranked | homelab-network-readinessskill · other | Readiness checklist for homelab VLAN segmentation, local DNS filtering, and WireGuard-style remote access before changing router, firewall, DHCP, or… | No signals yet | No commit datelisted | armory install homelab-network-readiness --cli claude |
| 123 | Unranked | homelab-network-setupskill · other | Practical home and homelab network planning for gateways, switches, access points, IP ranges, DHCP reservations, DNS, cabling, and common beginner… | No signals yet | No commit datelisted | armory install homelab-network-setup --cli claude |
| 124 | Unranked | homelab-pihole-dnsskill · other | Pi-hole installation, blocklist management, DNS-over-HTTPS setup, DHCP integration, local DNS records, and troubleshooting broken DNS resolution on a… | No signals yet | No commit datelisted | armory install homelab-pihole-dns --cli claude |
| 125 | Unranked | hookify-rulesskill · other | This skill should be used when the user asks to create a hookify rule, write a hook rule, configure hookify, add a hookify rule, or needs guidance on… | No signals yet | No commit datelisted | armory install hookify-rules --cli claude |
| 126 | Unranked | html-injection-testingskill · other | This skill should be used when the user asks to "test for HTML injection", "inject HTML into web pages", "perform HTML injection attacks", "deface web… | No signals yet | No commit datelisted | armory install html-injection-testing --cli claude |
| 127 | Unranked | huggingface-tokenizersskill · other | Fast tokenizers optimized for research and production. Rust-based implementation tokenizes 1GB in <20 seconds. Supports BPE, WordPiece, and Unigram… | No signals yet | No commit datelisted | armory install huggingface-tokenizers --cli claude |
| 128 | Unranked | humanizerskill · other | | | No signals yet | No commit datelisted | armory install humanizer --cli claude |
| 129 | Unranked | hypogenicskill · other | Automated hypothesis generation and testing using large language models. Use this skill when generating scientific hypotheses from datasets, combining… | No signals yet | No commit datelisted | armory install hypogenic --cli claude |
| 130 | Unranked | i18n-localizationskill · other | Internationalization and localization patterns. Detecting hardcoded strings, managing translations, locale files, RTL support. | No signals yet | No commit datelisted | armory install i18n-localization --cli claude |
| 131 | Unranked | interview-prep-generatorskill · other | Generate STAR stories, practice questions, and talking points from a resume. Use when the user mentions interview prep, behavioral questions, STAR… | No signals yet | No commit datelisted | armory install interview-prep-generator --cli claude |
| 132 | Unranked | inventory-demand-planningskill · other | Codified expertise for demand forecasting, safety stock optimization, replenishment planning, and promotional lift estimation at multi-location… | No signals yet | No commit datelisted | armory install inventory-demand-planning --cli claude |
| 133 | Unranked | investor-materialsskill · other | Create and update pitch decks, one-pagers, investor memos, accelerator applications, financial models, and fundraising materials. Use when the user… | No signals yet | No commit datelisted | armory install investor-materials --cli claude |
| 134 | Unranked | isms-audit-expertskill · other | Senior ISMS Audit Expert for internal and external information security management system auditing. Provides ISO 27001 audit expertise, security audit… | No signals yet | No commit datelisted | armory install isms-audit-expert --cli claude |
| 135 | Unranked | iterate-prskill · other | Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green… | No signals yet | No commit datelisted | armory install iterate-pr --cli claude |
| 136 | Unranked | ito-basket-compareskill · other | Compare Itô prediction-market baskets against a user's knowledge base, portfolio notes, financial context, watchlist, or research thesis. Use for… | No signals yet | No commit datelisted | armory install ito-basket-compare --cli claude |
| 137 | Unranked | ito-trade-plannerskill · other | Build a non-advisory prediction-market trade planning worksheet for Itô or venue workflows. Use to inspect venues, underliers, constraints, order… | No signals yet | No commit datelisted | armory install ito-trade-planner --cli claude |
| 138 | Unranked | java-proskill · other | Master Java 21+ with modern features like virtual threads, pattern matching, and Spring Boot 3.x. Expert in the latest Java ecosystem including… | No signals yet | No commit datelisted | armory install java-pro --cli claude |
| 139 | Unranked | javascript-masteryskill · other | Comprehensive JavaScript reference covering 33+ essential concepts every developer should know. From fundamentals like primitives and closures to… | No signals yet | No commit datelisted | armory install javascript-mastery --cli claude |
| 140 | Unranked | javascript-testing-patternsskill · other | Comprehensive guide for implementing robust testing strategies in JavaScript/TypeScript applications using modern testing frameworks and best… | No signals yet | No commit datelisted | armory install javascript-testing-patterns --cli claude |
| 141 | Unranked | jiraskill · other | Use when the user mentions Jira issues (e.g., "PROJ-123"), asks about tickets, wants to create/view/update issues, check sprint status, or manage… | No signals yet | No commit datelisted | armory install jira --cli claude |
| 142 | Unranked | job-description-analyzerskill · other | Analyze job postings, calculate match scores, identify gaps, and create an application strategy. Use when the user shares a job description or asks to… | No signals yet | No commit datelisted | armory install job-description-analyzer --cli claude |
| 143 | Unranked | json-canvasskill · other | Create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections. Use when working with .canvas files, creating visual canvases… | No signals yet | No commit datelisted | armory install json-canvas --cli claude |
| 144 | Unranked | jupyter-notebookskill · other | Use when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer the bundled… | No signals yet | No commit datelisted | armory install jupyter-notebook --cli claude |
| 145 | Unranked | kaizenskill · other | Guide for continuous improvement, error proofing, and standardization. Use this skill when the user wants to improve code quality, refactor, or… | No signals yet | No commit datelisted | armory install kaizen --cli claude |
| 146 | Unranked | kotlin-coroutines-expertskill · other | Expert patterns for Kotlin Coroutines and Flow, covering structured concurrency, error handling, and testing. | No signals yet | No commit datelisted | armory install kotlin-coroutines-expert --cli claude |
| 147 | Unranked | kotlin-coroutines-flowsskill · other | Kotlin Coroutines and Flow patterns for Android and KMP — structured concurrency, Flow operators, StateFlow, error handling, and testing. | No signals yet | No commit datelisted | armory install kotlin-coroutines-flows --cli claude |
| 148 | Unranked | kotlin-patternsskill · other | Idiomatic Kotlin patterns, best practices, and conventions for building robust, efficient, and maintainable Kotlin applications with coroutines, null… | No signals yet | No commit datelisted | armory install kotlin-patterns --cli claude |
| 149 | Unranked | kotlin-testingskill · other | Kotlin testing patterns with Kotest, MockK, coroutine testing, property-based testing, and Kover coverage. Follows TDD methodology with idiomatic… | No signals yet | No commit datelisted | armory install kotlin-testing --cli claude |
| 150 | Unranked | laravel-expertskill · other | Senior Laravel Engineer role for production-grade, maintainable, and idiomatic Laravel solutions. Focuses on clean architecture, security… | No signals yet | No commit datelisted | armory install laravel-expert --cli claude |
| 151 | Unranked | laravel-plugin-discoveryskill · other | Discover and evaluate Laravel packages via LaraPlugins.io MCP. Use when the user wants to find plugins, check package health, or assess Laravel/PHP… | No signals yet | No commit datelisted | armory install laravel-plugin-discovery --cli claude |
| 152 | Unranked | launch-strategyskill · other | When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,'… | No signals yet | No commit datelisted | armory install launch-strategy --cli claude |
| 153 | Unranked | linearskill · other | Manage issues, projects & team workflows in Linear. Use when the user wants to read, create or updates tickets in Linear. | No signals yet | No commit datelisted | armory install linear --cli claude |
| 154 | Unranked | lint-and-validateskill · other | Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project… | No signals yet | No commit datelisted | armory install lint-and-validate --cli claude |
| 155 | Unranked | manim-videoskill · other | Build reusable Manim explainers for technical concepts, graphs, system diagrams, and product walkthroughs, then hand off to the wider ECC video stack… | No signals yet | No commit datelisted | armory install manim-video --cli claude |
| 156 | Unranked | market-researchskill · other | Conduct market research, competitive analysis, investor due diligence, and industry intelligence with source attribution and decision-oriented… | No signals yet | No commit datelisted | armory install market-research --cli claude |
| 157 | Unranked | market-research-reportsskill · other | Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX… | No signals yet | No commit datelisted | armory install market-research-reports --cli claude |
| 158 | Unranked | marketing-demand-acquisitionskill · other | Multi-channel demand generation, paid media optimization, SEO strategy, and partnership programs for Series A+ startups. Includes CAC calculator… | No signals yet | No commit datelisted | armory install marketing-demand-acquisition --cli claude |
| 159 | Unranked | marketing-ideasskill · other | When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the user asks for 'marketing ideas,'… | No signals yet | No commit datelisted | armory install marketing-ideas --cli claude |
| 160 | Unranked | marketing-psychologyskill · other | When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions… | No signals yet | No commit datelisted | armory install marketing-psychology --cli claude |
| 161 | Unranked | marketing-strategy-pmmskill · other | Product marketing, positioning, GTM strategy, and competitive intelligence. Includes ICP definition, April Dunford positioning methodology, launch… | No signals yet | No commit datelisted | armory install marketing-strategy-pmm --cli claude |
| 162 | Unranked | markitdown-2skill · other | Convert files and office documents to Markdown. Supports PDF, DOCX, PPTX, XLSX, images (with OCR), audio (with transcription), HTML, CSV, JSON, XML… | No signals yet | No commit datelisted | armory install markitdown-2 --cli claude |
| 163 | Unranked | marp-slideskill · other | Create professional Marp presentation slides with 7 beautiful themes (default, minimal, colorful, dark, gradient, tech, business). Use when users… | No signals yet | No commit datelisted | armory install marp-slide --cli claude |
| 164 | Unranked | matchmsskill · other | Mass spectrometry analysis. Process mzML/MGF/MSP, spectral similarity (cosine, modified cosine), metadata harmonization, compound ID, for metabolomics… | No signals yet | No commit datelisted | armory install matchms --cli claude |
| 165 | Unranked | matplotlibskill · other | Foundational plotting library. Create line plots, scatter, bar, histograms, heatmaps, 3D, subplots, export PNG/PDF/SVG, for scientific visualization… | No signals yet | No commit datelisted | armory install matplotlib --cli claude |
| 166 | Unranked | mdr-745-specialistskill · other | EU MDR 2017/745 regulation specialist and consultant for medical device requirement management. Provides comprehensive MDR compliance expertise, gap… | No signals yet | No commit datelisted | armory install mdr-745-specialist --cli claude |
| 167 | Unranked | meeting-insights-analyzerskill · other | Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback. Identifies when you avoid… | No signals yet | No commit datelisted | armory install meeting-insights-analyzer --cli claude |
| 168 | Unranked | mermaid-diagram-specialistskill · other | **Purpose**: Expert in creating comprehensive Mermaid diagrams for | No signals yet | No commit datelisted | armory install mermaid-diagram-specialist --cli claude |
| 169 | Unranked | messages-opsskill · other | Evidence-first live messaging workflow for ECC. Use when the user wants to read texts or DMs, recover a recent one-time code, inspect a thread before… | No signals yet | No commit datelisted | armory install messages-ops --cli claude |
| 170 | Unranked | metasploit-frameworkskill · other | This skill should be used when the user asks to "use Metasploit for penetration testing", "exploit vulnerabilities with msfconsole", "create payloads… | No signals yet | No commit datelisted | armory install metasploit-framework --cli claude |
| 171 | Unranked | micro-saas-launcherskill · other | Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP… | No signals yet | No commit datelisted | armory install micro-saas-launcher --cli claude |
| 172 | Unranked | miles-rl-trainingskill · other | Provides guidance for enterprise-grade RL training using miles, a production-ready fork of slime. Use when training large MoE models with FP8/INT4… | No signals yet | No commit datelisted | armory install miles-rl-training --cli claude |
| 173 | Unranked | mobile-gamesskill · other | Mobile game development principles. Touch input, battery, performance, app stores. | No signals yet | No commit datelisted | armory install mobile-games --cli claude |
| 174 | Unranked | moe-trainingskill · other | Train Mixture of Experts (MoE) models using DeepSpeed or HuggingFace. Use when training large-scale models with limited compute (5× cost reduction vs… | No signals yet | No commit datelisted | armory install moe-training --cli claude |
| 175 | Unranked | molfeatskill · other | Molecular featurization for ML (100+ featurizers). ECFP, MACCS, descriptors, pretrained models (ChemBERTa), convert SMILES to features, for QSAR and… | No signals yet | No commit datelisted | armory install molfeat --cli claude |
| 176 | Unranked | motion-canvasskill · other | Complete production-ready guide for Motion Canvas with ESM/CommonJS workarounds, full setup templates, and troubleshooting for programmatic video… | No signals yet | No commit datelisted | armory install motion-canvas --cli claude |
| 177 | Unranked | move-code-qualityskill · other | Analyzes Move language packages against the official Move Book Code Quality Checklist. Use this skill when reviewing Move code, checking Move 2024… | No signals yet | No commit datelisted | armory install move-code-quality --cli claude |
| 178 | Unranked | multiplayerskill · other | Multiplayer game development principles. Architecture, networking, synchronization. | No signals yet | No commit datelisted | armory install multiplayer --cli claude |
| 179 | Unranked | n8n-code-javascriptskill · other | Write JavaScript code in n8n Code nodes. Use when writing JavaScript in n8n, using $input/$json/$node syntax, making HTTP requests with $helpers… | No signals yet | No commit datelisted | armory install n8n-code-javascript --cli claude |
| 180 | Unranked | n8n-code-pythonskill · other | Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to… | No signals yet | No commit datelisted | armory install n8n-code-python --cli claude |
| 181 | Unranked | n8n-node-configurationskill · other | Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing… | No signals yet | No commit datelisted | armory install n8n-node-configuration --cli claude |
| 182 | Unranked | n8n-validation-expertskill · other | Interpret validation errors and guide fixing them. Use when encountering validation errors, validation warnings, false positives, operator structure… | No signals yet | No commit datelisted | armory install n8n-validation-expert --cli claude |
| 183 | Unranked | n8n-workflow-patternsskill · other | Proven architectural patterns for building n8n workflows. | No signals yet | No commit datelisted | armory install n8n-workflow-patterns --cli claude |
| 184 | Unranked | naming-analyzerskill · other | Suggest better variable, function, and class names based on context and conventions. | No signals yet | No commit datelisted | armory install naming-analyzer --cli claude |
| 185 | Unranked | netmiko-ssh-automationskill · other | Safe Python Netmiko patterns for read-only collection, bounded batch SSH, TextFSM parsing, guarded config changes, timeouts, and network automation… | No signals yet | No commit datelisted | armory install netmiko-ssh-automation --cli claude |
| 186 | Unranked | network-bgp-diagnosticsskill · other | Diagnostics-only BGP troubleshooting patterns for neighbor state, route exchange, prefix policy, AS path inspection, and safe evidence collection. | No signals yet | No commit datelisted | armory install network-bgp-diagnostics --cli claude |
| 187 | Unranked | network-interface-healthskill · other | Diagnose interface errors, drops, CRCs, duplex mismatches, flapping, speed negotiation issues, and counter trends on routers, switches, and Linux… | No signals yet | No commit datelisted | armory install network-interface-health --cli claude |
| 188 | Unranked | networkxskill · other | Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working with network/graph data… | No signals yet | No commit datelisted | armory install networkx --cli claude |
| 189 | Unranked | neurokit2skill · other | Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG, and EOG signals. Use this skill… | No signals yet | No commit datelisted | armory install neurokit2 --cli claude |
| 190 | Unranked | nnsight-remote-interpretabilityskill · other | Provides guidance for interpreting and manipulating neural network internals using nnsight with optional NDIF remote execution. Use when needing to… | No signals yet | No commit datelisted | armory install nnsight-remote-interpretability --cli claude |
| 191 | Unranked | nodejs-keccak256skill · other | Prevent Ethereum hashing bugs in JavaScript and TypeScript. Node's sha3-256 is NIST SHA3, not Ethereum Keccak-256, and silently breaks selectors… | No signals yet | No commit datelisted | armory install nodejs-keccak256 --cli claude |
| 192 | Unranked | notion-meeting-intelligenceskill · other | Prepare meeting materials with Notion context and Codex research; use when gathering context, drafting agendas/pre-reads, and tailoring materials to… | No signals yet | No commit datelisted | armory install notion-meeting-intelligence --cli claude |
| 193 | Unranked | notion-research-documentationskill · other | Research across Notion and synthesize into structured documentation; use when gathering info from multiple Notion sources to produce briefs… | No signals yet | No commit datelisted | armory install notion-research-documentation --cli claude |
| 194 | Unranked | notion-spec-to-implementationskill · other | Turn Notion specs into implementation plans, tasks, and progress tracking; use when implementing PRDs/feature specs and creating Notion plans + tasks… | No signals yet | No commit datelisted | armory install notion-spec-to-implementation --cli claude |
| 195 | Unranked | nuxt4-patternsskill · other | Nuxt 4 app patterns for hydration safety, performance, route rules, lazy loading, and SSR-safe data fetching with useFetch and useAsyncData. | No signals yet | No commit datelisted | armory install nuxt4-patterns --cli claude |
| 196 | Unranked | obsidian-clipper-template-creatorskill · other | Guide for creating templates for the Obsidian Web Clipper. Use when you want to create a new clipping template, understand available variables, or… | No signals yet | No commit datelisted | armory install obsidian-clipper-template-creator --cli claude |
| 197 | Unranked | obsidian-markdownskill · other | Create and edit Obsidian Flavored Markdown with wikilinks, embeds, callouts, properties, and other Obsidian-specific syntax. Use when working with .md… | No signals yet | No commit datelisted | armory install obsidian-markdown --cli claude |
| 198 | Unranked | offer-comparison-analyzerskill · other | Compare multiple job offers side-by-side with total compensation analysis. Use when the user has multiple offers and wants to compare salary, equity… | No signals yet | No commit datelisted | armory install offer-comparison-analyzer --cli claude |
| 199 | Unranked | omero-integrationskill · other | Microscopy data management platform. Access images via Python, retrieve datasets, analyze pixels, manage ROIs/annotations, batch processing, for… | No signals yet | No commit datelisted | armory install omero-integration --cli claude |
| 200 | Unranked | openrlhf-trainingskill · other | High-performance RLHF framework with Ray+vLLM acceleration. Use for PPO, GRPO, RLOO, DPO training of large models (7B-70B+). Built on Ray, vLLM… | No signals yet | No commit datelisted | armory install openrlhf-training --cli claude |
Score colour shows how many signals stand behind it, never how good it is: amber, three or more; dimmer amber, two; grey, one. The Evidence column names them.
Stars, forks and last commit are as GitHub reported them when Armory last read each repository: for most, or later. A repository may have changed since.