Orchestrates end-to-end autonomous AI research projects using a two-loop architecture.
Evaluates code generation models across HumanEval, MBPP, MultiPL-E, and 15+ benchmarks with pass@k metrics.
Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM.
Activate multi-agent orchestration mode
Orchestrate herdr worker tabs for a spec (PRD).
Coordinate substantial work from one persistent orchestrator with narrowly scoped GPT-5.6 Luna collaboration subagents.
Plan and then actually run multi-agent work in a TypeScript / pnpm monorepo - decide which specialist does each piece (ts-implementer…
Read-only: calculates refund rate by product, collection, or period — identifies quality and listing issues.
Organize a user-provided root folder of mixed personal, finance, property, loan, company, insurance, legal, and business documents into…
Curated bundle of governance and quality skills for ORGANVM ecosystem management.
Create algorithmic and generative art using mathematical patterns, noise functions, particle systems, and procedural generation.
Designs systems for encoding, scoring, and generating choreographic movement using Laban notation, computational geometry, and procedural…
Design effective prompts for LLM agents with structured input/output formats, chain-of-thought reasoning, few-shot examples, and system…
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that…
Toolkit for interacting with and testing local web applications using Playwright.
Use when designing modules, APIs, and system architecture requiring independent, non-overlapping components where changes in one don't…
SME-facing front-door skill for Agentic OS ecosystem evolution.
Build and schedule a personalized Operator prompt that runs the user's second brain on a recurring cadence.
Find paid open-source work, OSS bounties, open source grants, or ways to get paid contributing to open source.
Apply this skill when managing external community engagement in unifi-mcp: setting up GitHub health files and issue routing…
Open source license compliance check for a dependency list, a single library, or outbound code.