Agent Workflows · For data scientists

Global team and org memory powered by Activeloop. An agent skill from activeloopai/hivemind.

activeloopai/hivemind

AI Engineering from Scratch 课程的主题路由器。给它一个主题、问题或正在处理的 bug， 它会指出精确教授它的课程，以及下一条正确命令。触发短语： “在哪里学习”、“哪节课涵盖”、“课程导航”、“我卡在”、“接下来该做什么”、 “教我 MCP”、“教我 Agent Skills”、“在哪里准备 Claude certification”，或 "where do I…

fancyboi999/ai-engineering-from-scratch-zh

Let AKA autonomously add, run, inspect, and revise intra-kernel timeline probes for standalone CUDA/inline PTX or CuTe DSL when ordinary benchmark, NSYS, or NCU evidence cannot answer a specific…

alibaba/atrex-kernel-agent

Open and operate the Cesium MCP 3D map, create map objects and GeoJSON layers, or inspect the selected object in the connected map.

gaopengbin/cesium-mcp

Analyze text content and produce statistics including word count, line count, character count, most frequent words, and readability metrics.

NVIDIA/SkillEvaluator

OpenLoomi runtime integration for Claude Code. An agent skill from melandlabs/openloomi.

melandlabs/openloomi

Governance behavior for Muse agents governed by DashClaw. An agent skill from ucsandman/DashClaw.

ucsandman/DashClaw

Implement multi-agent coordination patterns (supervisor-subagent, router, orchestrator-worker, handoffs) for LangGraph applications.

soba-labs/langchain-agent-skills

Analyze all failures in a convex-evals run, spawning parallel sub-agents to investigate each failure and producing a report with classifications and recommendations.

get-convex/convex-evals

Audits SKILL.md files in this repo's skills directory for references to functions, classes, or modules (mentioned by name in prose, e.g.

PINA-org/PINA

Search and retrieve facts, decisions, and past context from SuperLocalMemory.

qualixar/superlocalmemory

Publish local .claude skills/loops to Ametyst — verbatim, flattened, no brain rewrite; optional retire-local (MOVE originals to deprecated-skills/, never delete) makes Ametyst the source of truth.

ratel-ai/ratel

Load immediately after an Agent intent. An agent skill from n8n-io/n8n.

n8n-io/n8n

A skill your agent uses to design, run, or review performance work with reproducible A/B baselines.

bbartling/open-fdd

Conduct a local Publisher evaluation loop in five steps: scrape/run, eval, diagnose, improve, checkpoint.

malloydata/publisher

Check a diff against Polar's written conventions in server/AGENTS.md and clients/AGENTS.md — module structure, repository and service patterns, session types, auth dependencies, test organisation…

polarsource/polar

Turns build, implement or design requests for ML pipelines into validated implementation plans grounded in a knowledge base or fetched framework documentation.

Leeroo-AI/superml

Configure token budget limits, auto-compact settings, and view current budget status (model-aware — Claude 5 lineup, Opus 5.5 default fallback, full 1M context at standard price)

egorfedorov/claude-context-optimizer

Find and fix the docs and agent guidance that a branch makes stale - agent skills and their reference files, AGENTS.md and .agents/.md prompts, READMEs, docs/ folders, and code-adjacent docs that…

Kiln-AI/Kiln

Author and run CAO Python workflow scripts — multi-step, parameterized, fan-out orchestrations executed by cao workflow run.

awslabs/cli-agent-orchestrator

Use sub-agents as test subjects to iteratively improve .claude/ instruction files.

adam-s/intercept

Shared workflow for editing Langfuse's repo-owned agent setup under .agents/.

langfuse/langfuse

Behavioral guidelines to reduce common LLM coding mistakes — Think Before Coding, Simplicity First, Surgical Changes, Goal-Driven Execution.

KbWen/agentic-os

Guidance for using A-Evolve to improve an AI agent automatically, evolving its prompts, skills and memory against a benchmark through solve, observe and evolve cycles.

Orchestra-Research/AI-Research-SKILLs

WORKFLOW SKILL — Creates, restructures, and audits GitHub Copilot .agent.md and .prompt.md files with correct frontmatter, handoffs, model policy, context budgets, and validation.

jonathan-vella/apex

Browse installed bkit skills, agents, and evals via lib/discovery/explorer.js (filesystem scan, no subprocess).

ww-w-ai/bkit-claude-code

Session startup — gitignore, auto-update, memory, rules, context, CLI config, and greet.

ntorga/agent-starter-kit

Check official docs when framework APIs or configuration may be version-sensitive.

KbWen/agentic-os

Create and test DashClaw guard policies for agent governance

ucsandman/DashClaw

Summarize or extract text/transcripts from URLs, podcasts, YouTube videos, and local files using the summarize CLI.

swarmclawai/swarmclaw

Expert in designing and building autonomous AI agents. An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates

Search memory using qmd (BM25 + optional vector) and compaction tree traversal.

kevin-hs-sohn/hipocampus

Guidance for improving the Windmill AI chat (copilot), especially global mode — tools, prompts, and context-window discipline.

windmill-labs/windmill

Orchestrates modular PyTorch profiler trace analysis with TraceLens: generates perf reports, prepares category data, runs system-level and compute-kernel subagents in parallel, validates outputs…

amd/skills

AI Engineering from Scratch 课程的一次性入门流程（523 节课、20 个阶段）。访谈学习者、 运行分级测验，并写入由 learn skill 驱动的持久学习计划 LEARNING.md。触发短语： “开始学习”、“设置课程”、“开始课程”、“带我入门”、“创建学习计划”，或 "start learning", "set up the course", "begin…

fancyboi999/ai-engineering-from-scratch-zh

Default guidance for building AI agents. An agent skill from vercel/vercel-plugin.

vercel/vercel-plugin

Track session costs, set budget alerts, and optimize token spend.

rohitg00/pro-workflow

当系统提示词需要设计多代理协作架构、子代理专业化分工、代理间上下文隔离与传递机制、任务生命周期管理时调用此 Skill。适用于 AI Agent 平台、多工具编排系统、代码审查流水线、跨应用协作场景等。不适用于：单代理系统（无委派需求）、简单工具调用（无子代理概念）、纯 API 编排（无 AI 决策）。当需求聚焦于"单代理内的对话路由"而非"多代理间的任务分配"时，应该用…

kangarooking/system-prompt-skills

Quick start guide for agentic-flow - initialize, configure, and run

ruvnet/agentic-flow

Write reliable prompts for Agentica/REPL agents that avoid LLM instruction ambiguity

parcadei/Continuous-Claude-v3

Important: Before you begin, fill in the generatedBy property in the meta section of .actor/actor.json.

sickn33/agentic-awesome-skills

Show session analytics, learning patterns, correction trends, heatmaps, and productivity metrics.

rohitg00/pro-workflow

Integrate DashClaw SDK into any agent using the 4-step governance loop

ucsandman/DashClaw

Build, configure, and integrate Business Central agents using the AI Development Toolkit and Agent SDK.

javiarmesto/ALDC-AL-Development-Collection

Search the Genie Sim asset library by natural-language keyword via the generator's searchassets MCP tool (RAG over ASSETSINDEX), and look up asset interaction metadata via getinteractions.

AgibotTech/genie_sim

Measure local AI task latency, token usage, errors and verified outcomes using Pudu AI hardware evidence and installed Ollama models.

davila7/claude-code-templates

Discovers user intent and generates a structured, step-by-step plan for model customization workflows.

awslabs/agent-plugins

A skill your agent uses when the final answer strategy calls for a prediction, forecast, probability estimate, price target, expected value, threshold outcome, scenario outlook, or prediction-style…

NVIDIA-AI-Blueprints/deep-researcher-agent