Deep curation of a single agent definition through structured human conversation. Coordinates knowledge research, persona refinement, tooling optimization, and instruction quality…
Score 70/100
Expert data analyst specializing in business intelligence, data visualization, and statistical analysis.
Score 70/100
Expert data researcher specializing in discovering, collecting, and analyzing diverse data sources. Masters data mining, statistical analysis, and pattern recognition with focus…
Score 70/100
Expert data scientist specializing in statistical analysis, machine learning, and business insights. Masters exploratory data analysis, predictive modeling, and data storytelling…
Score 70/100
Extend the Strategy Coach agent with new capabilities. Use when user says "add coaching phase", "new research pillar", "extend agent", "add strategic output", or asks to enhance…
Score 70/100
Expert market researcher specializing in market analysis, consumer insights, and competitive intelligence.
Score 70/100
Capture loosely structured ideas, enrich with research, and create backlog issues. Use when user has a raw concept that needs fleshing out.
Score 70/100
Ruthlessly audit project features for justification. Challenge every feature to prove its value with evidence or face removal. Uses MCP tools for research.
Score 70/100
Deep topic research with optional issue creation from findings. Use for researching technologies, patterns, libraries, or any topic requiring investigation.
Score 70/100
Coordinate parallel agent execution with context handoff. Use when: (1) task has parallelizable subtasks, (2) need to explore multiple areas, (3) research and implementation can…
Score 70/100
Track and optimize agent specialization during methodology development. Use when agent specialization emerges (generic agents show >5x performance gap), multi-experiment…
Score 70/100
MANDATORY workflow for creating new agents. Enforces -01-agent-formatting standards from inception, ensuring every new agent is properly designed, researched, and curated before…
Score 70/100
Expert quantitative analyst specializing in financial modeling, algorithmic trading, and risk analytics.
Score 70/100
Design d'agents de recherche autonomes pour collecter, analyser et synthétiser de l'information. Se déclenche avec "research agent", "agent de recherche", "agent web", "web…
Score 70/100
Pre-pipeline aggregator that scans AI agent cache directories (.claude, .cursor, .antigravity, .openclaw) or any user-specified directory for experimentation logs, extracts…
Score 70/100
Expert research analyst specializing in comprehensive information gathering, synthesis, and insight generation.
Score 70/100
Scaffold new Copilot agents from reusable templates. Use when: creating a new agent from scratch, bootstrapping agents for a new team, generating agent files from a template…
Score 70/100
Expert UX researcher specializing in user insights, usability testing, and data-driven design decisions.
Score 70/100
Process a source into the wiki. Use when the user gives you a URL, pasted text, or file path to ingest.
Score 70/100
Conducts deep, multi-angle research using the agentcache library's parallel cache-safe forks. Use when the user asks to research a complex topic, investigate architecture…
Score 70/100
Architect and ship a complete multi-agent backend system on AgentField from a one-line user request. Use when the user asks to build, scaffold, design, or ship an agent system,…
Score 70/100
Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory.
Score 70/100
Multi-agent collaboration plugin that spawns N parallel subagents competing on the same task via git worktree isolation.
Score 70/100
Browser automation for AI agents via inference.sh. Navigate web pages, interact with elements using @e refs, take screenshots.
Score 70/100
Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination
Score 70/100
Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination
Score 70/100
Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination
Score 70/100
Interview-driven wizard that drafts AGENTS.md (the cross-platform agent-readable spec at https://agents.md) for any project.
Score 70/100
Analyze AgentV evaluation traces and result JSONL files using `agentv inspect` and `agentv compare` CLI commands.
Score 70/100
Aggregate and summarize event datasets (logs) using OPAL statsby. Use when you need to count, sum, or calculate statistics across log events.
Score 70/100
Automate SEO research with Ahrefs -- analyze backlink profiles, research keywords, track domain metrics history, audit organic rankings, and perform batch URL analysis through the…
Score 70/100
Detect AI/LLM-generated text patterns in research writing. Use when: (1) Reviewing manuscript drafts before submission, (2) Pre-commit validation of documentation, (3) Quality…
Score 70/100
Shared collaboration protocol, modes, and prompt templates for AI collab skills. Consumed by gemini-collab, codex-collab, and ultra-verify as a shared foundation.
Score 70/100
Surface concrete in-task-collaboration protocols when the user describes an AI workflow informally — URL-as-entity-reference, durable PR-comment threads as session memory, "fit…
Score 70/100
Perform comprehensive data analysis, statistical modeling, and data visualization by writing and executing self-contained Python scripts.
Score 70/100
Perform comprehensive data analysis, statistical modeling, and data visualization by writing and executing self-contained Python scripts.
Score 70/100
End-to-end data science and ML engineering workflows: problem framing, data/EDA, feature engineering (feature stores), modelling, evaluation/reporting, plus SQL transformations…
Score 70/100
Suivi d'expériences ML avec MLflow, W&B, versioning de modèles et comparaison de métriques
Score 70/100
Use when analyzing stakeholder psychology for negotiations, proposals, or persuasion. Creates research-backed personas revealing hidden motivations.
Score 70/100
Build RAG (Retrieval Augmented Generation) pipelines with web search and LLMs. Tools: Tavily Search, Exa Search, Exa Answer, Claude, GPT-4, Gemini via OpenRouter.
Score 70/100
Automates AI briefing preparation and technology research. Use for regular updates on AI trends, tools, and models relevant to the job search.
Score 70/100
Deep research and AI workflow orchestration patterns for Octane. Use when working on brand guide generation, market analysis, competitive analysis, content brief, or any…
Score 70/100
Research user expectations, mental models, trust calibration, and interaction patterns for AI-powered features.
Score 70/100
Research and analyze competitors with STRUCTURED output: feature comparison matrix, strengths/weaknesses analysis, and actionable recommendations.
Score 70/100
Design and document statistical algorithms with pseudocode and complexity analysis
Score 70/100
Intelligent scraper for Australian youth justice sources. Discovers, extracts, and learns from government, Indigenous, research, and media sources.
Score 70/100
Access AlphaFold's 200M+ AI-predicted protein structures. Retrieve structures by UniProt ID, download PDB/mmCIF files, analyze confidence metrics (pLDDT, PAE), for drug discovery…
Score 70/100
Access AlphaFold DB's 200M+ predicted structures by UniProt ID. Download PDB/mmCIF, analyze pLDDT/PAE, bulk-fetch proteomes via Google Cloud.
Score 70/100
Detect antimicrobial resistance genes using AMRFinderPlus, ResFinder, and CARD. Screen isolates and metagenomes for resistance determinants.
Score 70/100
Detect and track antimicrobial resistance genes using AMRFinderPlus and ResFinder with epidemiological context.
Score 70/100
Orchestrate parallel subagents for comparative analyses, multi-source research, codebase exploration across domains, and any task with independent subtasks that benefit from…
Score 70/100
Copyedit and proofread academic manuscripts for clarity, APA 7th compliance, and production readiness
Score 70/100
Literature review or research synthesis on a topic — auto-triggers when the user asks to find, review, or synthesize literature from the local references catalog
Score 70/100
Perform systematic root cause investigation. Use when you encounter bugs, test failures, or unexpected behavior.
Score 70/100
Build and iteratively refine physics analysis specifications using analysis-specification-template.md.
Score 70/100
Gather requirements, perform technical research, and estimate effort/risk. Use for requirements analysis, stakeholder analysis, technology research, and competitive analysis.
Score 70/100
Master Analytic philosophy methods, debates, and key figures. Use for: logical analysis, philosophy of language, philosophy of mind, metaphysics, epistemology in the analytic…
Score 70/100
The spine of analytics investigation. Use whenever interpreting analytics numbers, answering "why did X change", reading funnels, comparing cohorts, or presenting findings.
Score 70/100
Load when analyzing performance metrics, creating reports, setting up tracking, evaluating growth experiments, or any task involving data-driven decision making for content and…
Score 70/100
Parse and interpret mathematical equations from research papers. Use when extracting formulas for implementation.
Score 70/100