Dynamically select the best AI model for a task based on complexity, cost, and availability in GitHub Copilot. Use when deciding between free/paid models, or when you want automatic model routing base
botlearn-certify — BotLearn certification generator that compares assessment history and produces capability certificates (HTML + MD); triggers after assessm...
Extract data from construction images using AI Vision. Analyze site photos, scanned documents, drawings.
Cross-border e-commerce AI Agent with 41 specialized tools for Amazon/TikTok/eBay/Walmart product research, competitor analysis, keyword tracking, review ins...
Prioritized action selection for AI agents. 10 needs with time-decay and tension scoring replace idle heartbeat loops with concrete next actions.
Complete Kalshi trading command interface — portfolio P&L, live market scanning with edge scoring, trade execution, and risk management through your OpenClaw...
Extract brand identity (colors, typography, visual style, imagery) from any website URL. Scrapes the site, analyzes CSS/images with K-means and VLM, and retu...
World-class senior data scientist skill specialising in statistical modeling, experiment design, causal inference, and predictive analytics. Covers A/B testi...
Recommend suitable high-impact factor or domain-specific journals for manuscript submission based on abstract content. Trigger when user provides paper abstr...
ISO 13485 Quality Management System implementation and maintenance for medical device organizations. Provides QMS design, documentation control, internal aud...
--- name: "skill-tester" description: "Skill Tester" --- # Skill Tester --- **Name**: skill-tester **Tier**: POWERFUL **Category**: Engineering Quality Assurance **Dependencies**: None (Python Stan
--- name: "observability-designer" description: "Observability Designer (POWERFUL)" --- # Observability Designer (POWERFUL) **Category:** Engineering **Tier:** POWERFUL **Description:** Design c
Post-mortem analysis for AI agent failures. Capture state, reconstruct timelines, identify root causes. When your agent breaks, know what happened, why, and...
Use this skill when the user asks to triage issues, organize the issue list, "triage issues", "show me all open issues", "categorize issues", "triage-issues"...
Curate personalized playlists and music recommendations with strict intent preservation. Use when the user wants a playlist, sequence, queue, recommendation...
Ultimate Frisbee performance analytics powered by Garmin data. Ask "how many sprints did I hit in yesterday's game?", "was my recovery fast enough between po...
Run a structured quality control audit on any codebase. Use when asked to QC, audit, review, or check code quality for a project. Supports Python, TypeScript...
Toxicology Agent for pharma drug safety profiling from SMILES. Computes RDKit ADMET descriptors (logP, TPSA, MW, HBD, HBA, rotatable bonds), Lipinski Rule of...
Helps merchants selling utility / problem-solution products (car storage, multi-use kitchen shears, storage boxes, cleaning tools, etc.) do assortment and pr...
Assess compliance with India's Digital Personal Data Protection (DPDP) Act 2023 across 7 domains with 41 controls. Use when evaluating DPDP readiness, Indian...
Smart AI router — automatically picks the best & cheapest LLM for every prompt. BYOK, tracks costs, enforces budgets. Supports 25+ providers.
Output validation gates for AI agent systems. Prevents hallucinated data, leaked internal context, wrong formats, duplicate sends, and post-compaction drift....
Ultimate memory and cognitive architecture for advanced AI; integrates spiderweb memory model, causal inference, cellular automata emergence, neuro-symbolic...
Build apps with the Claude API or Anthropic SDK. TRIGGER when: code imports `anthropic`/`@anthropic-ai/sdk`/`claude_agent_sdk`, or user asks to use Claude AP...