AI Agent Skill Repository
Browse reusable skills for Codex, Claude Code, Cursor, finance, research, web scraping, PPT, football analytics, data, marketing, design, and more.
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Showing 1-16 of 41 ranked candidates matching "experiment-loops"
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A curated list of autonomous improvement loops, research agents, and autoresearch-style systems inspired by Karpathy's autoresearch.
$ npx skills add alvinreal/awesome-autoresearchScenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.
Claude Code + CLI · 4 targets
标准化实验日志记录——直接上传或读取本地图片、语音和文字，产出带 YAML frontmatter 的 Markdown；可选集成飞书 CLI 与 Obsidian。
$ npx skills add Yuan1z0825/nature-skills --skill nature-experiment-logScenario Document processing · I need my agent to read PDFs, extract tables, and turn documents into structured data.
Claude Code + CLI · 4 targets
SSH job queue for multi-seed/multi-config ML experiments with OOM-aware retry, stale-screen cleanup, and wave-transition race prevention. Use when user says "batch exper…
$ npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill experiment-queueScenario Research agents · I need my agent to research a topic, compare sources, and produce a concise report.
Claude Code + CLI · 4 targets
Audit experiment integrity before claiming results. Uses cross-model review (external reviewer backend) to check for fake ground truth, score normalization fraud, phanto…
$ npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill experiment-auditScenario Research agents · I need my agent to research a topic, compare sources, and produce a concise report.
Claude Code + CLI · 4 targets
Turn a refined research proposal or method idea into a detailed, claim-driven experiment roadmap. Use after `research-refine`, or when the user asks for a detailed exper…
$ npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill experiment-planScenario Research agents · I need my agent to research a topic, compare sources, and produce a concise report.
Claude Code + CLI · 4 targets
Workflow 1.5: Bridge between idea discovery and auto review. Reads EXPERIMENT_PLAN.md, implements experiment code, deploys to GPU, collects initial results. Use when use…
$ npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill experiment-bridgeScenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.
Claude Code + CLI · 4 targets
The world's best AI personal assistant for email. Open source app to help you reach inbox zero fast.
$ npx skills add elie222/inbox-zeroScenario Research agents · I need my agent to research a topic, compare sources, and produce a concise report.
OpenAI Agents + CLI · 4 targets
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
$ npx skills add aimhubio/aimScenario Multimodal media · I need my agent to process images, video, or audio and extract useful information.
CLI + Codex · 4 targets
ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps so…
$ npx skills add clearml/clearmlScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
CLI + Codex · 4 targets
Autonomously improve a real artifact (code, training recipe, agent harness, data pipeline, prompt) against an objective and an evaluator, using Hypothesis Tree Refinemen…
$ npx skills add K-Dense-AI/scientific-agent-skills --skill arborScenario Research agents · I need my agent to research a topic, compare sources, and produce a concise report.
Claude Code + CLI · 4 targets
An easy to use and powerful chaos engineering experiment toolkit.（阿里巴巴开源的一款简单易用、功能强大的混沌实验注入工具）
$ npx skills add chaosblade-io/chaosbladeScenario Testing and QA · I need my agent to test a web app, reproduce bugs, and verify fixes.
CLI + Codex · 4 targets
🧊 Open source LLM observability platform. One line of code to monitor, evaluate, and experiment. YC W23 🍓
$ npx skills add Helicone/heliconeScenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.
OpenAI Agents + LangChain · 4 targets
Multi-agent systems, memory, planning, reasoning loops
$ npx skills add MARKTECHPOST-AI-MEDIA-INC/AI-Agents-Projects-TutorialsScenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.
Claude Code + CLI · 4 targets
A library of practical AI-agent loops and an installable skill for finding, adapting, and designing repeatable agent workflows.
$ npx skills add Forward-Future/loopyScenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.
Claude Code + OpenAI Agents · 4 targets
📚 Two books on harness engineering — the design philosophies behind Claude Code & Codex: constraints, query loops, context governance, multi-agent verification. harness…
$ npx skills add wquguru/harness-booksScenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.
Claude Code + OpenAI Agents · 4 targets
OpenDesign's community-growth campaign across GitHub, Discord, and X: the loops, the content calendar, and the pipeline math. Built as a decision-grade marketing & GTM d…
$ npx skills add nexu-io/open-design --skill html-ppt-zhangzara-coralScenario Marketing and growth · I need my agent to research keywords, improve SEO, analyze growth channels, and prepare marketing workflows.
Claude Code + CLI · 4 targets
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