mcpbeat

Agent Workflow Skills

4 082 agent workflow skills from 665 authors. They configure the agents themselves: memory, prompts, context and other skills. Half of them fit into 1 830 tokens or less — that is what one costs your context window when the agent loads it. 769 ship runnable scripts rather than instructions alone. 5 of them cannot work without an MCP server, most often task. We also found 541 copies of these same skills sitting in other people's repositories — counted once here, not 541 times.

4 082 unique 665 authors 2 733 updated this month 466 from vendors

1 830
tokens, median
what a typical one costs in context
769
ship scripts
code that runs, not instructions alone
5
need a server
most often task
541
copies elsewhere
counted once here, not once per repository

625–672 of 4 082

page 14 of 86
Setup vendor
openai

Verify Daloopa MCP connection and show available skills

563 tokens
Launch Readiness Orchestrator vendor
openai

> Launch Readiness Orchestrator skill for Datasite deal rooms. Use this skill whenever a deal team wants a single pre-go-live readiness check across their data room — combining gap analysis, document quality audit, and risk review ready to go live", "launch readiness check", "pre-launch audit", "data room readiness", "can we launch", "is the data room ready", "run a full readiness check", "go-live checklist", "pre-launch checklist", or any request to get a single overall assessment before opening the data room to buyers. Use proactively whenever a deal team is approaching their go-live date and wants a structured sign-off view. Do not use other individual audit skills (gap-analysis, document-quality-check, risk-analysis-audit) when this skill is active — this skill orchestrates all three in one pass.

4k tokens
Hubspot Customer Prep vendor
openai

Use when preparing HubSpot customer briefs for meetings, renewals, QBRs, sales calls, escalations, handoffs, or follow-ups.

417 tokens
Genebass Gene Burden Skill vendor
openai

Submit compact Genebass gene burden requests for one Ensembl gene ID and one burden set. Use when a user wants concise Genebass PheWAS summaries

3k tokens scripts
Ncbi Clinicaltables Skill vendor
openai

Submit compact Clinical Tables NCBI Gene requests for human gene lookup, pagination, and field selection. Use when a user wants concise autocomplete-style human gene search results

2k tokens scripts
Ncbi Blast Skill vendor
openai

Submit, poll, and summarize NCBI BLAST Common URL API jobs (Blast.cgi) for nucleotide or protein sequences. Use when a user wants RID status, BLAST results, or compact top-hit summaries; fetch raw Text/JSON2 only on request.

12k tokens scripts
Ncbi Entrez Skill vendor
openai

Submit compact NCBI Entrez E-Utilities requests for PubMed, Gene, Protein, Nucleotide, PMC metadata, and GEO metadata workflows. Use when a user wants concise Entrez search, fetch, summary, or link results; save raw JSON or XML only on request.

4k tokens scripts
Ncbi Pmc Skill vendor
openai

Submit compact NCBI PMC Open Access requests for article/file availability metadata. Use when a user wants concise PMC Open Access summaries; save raw XML only on request.

3k tokens scripts
Locus To Gene Mapper Skill vendor
openai

Map GWAS loci to ranked candidate genes using a deterministic multi-skill chain (EFO -> GWAS -> coordinates -> Open Targets L2G/coloc -> eQTL -> burden/coding context), with reproducible tables and optional figures. Use when a user provides a trait/EFO term and/or lead variants and needs locus-to-gene prioritization for downstream biology decisions.

24k tokens scripts
Skill Creator Pro
libukai

Create new skills, modify and improve existing skills, and measure skill performance. Enhanced version with quick commands. Use when users want to create a skill from scratch, update or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy. Triggers on phrases like "make a skill", "create a new skill", "build a skill for", "improve this skill", "optimize my skill", "test my skill", "turn this into a skill", "skill description optimization", or "help me create a skill".

72k tokens scripts
MCP Config
libukai

Configure MCP (Model Context Protocol) servers for Claude Code. Manage MCP servers at user or project scope with best practices to avoid context pollution.

2k tokens
Create Custom Agent
dotnet

Creates VS Code custom agent files (.agent.md) for specialized AI personas with tools, instructions, and handoffs. Use when scaffolding new custom agents, configuring agent workflows, or setting up agent-to-agent handoffs.

2k tokens
Create Skill Test
dotnet

Scaffolds eval.yaml evaluation specs for agent skills in the dotnet/skills repository. Use when creating skill tests, writing evaluation stimuli, defining graders and rubrics, sizing an eval for statistical power, or setting up test fixture files. Handles the Vally eval.yaml schema, fixture organization, and overfitting avoidance. Do not use for running or debugging existing evals (use improve-skill-quality) nor for skills authoring (use create-skill).

4k tokens
Create Skill
dotnet

Scaffolds new agent skills for the dotnet/skills repository. Use when creating a new skill, generating SKILL.md files, writing a skill description that the runtime will actually route to, or setting up skill directory structures. Handles frontmatter generation, section templates, and validation guidance. Do not use for fixing a skill that already fails its evaluation (use improve-skill-quality) or for writing eval.yaml (use create-skill-test).

3k tokens
Improve Skill Quality
dotnet

Diagnoses and fixes skills in the dotnet/skills repository that lose to their own baseline, fail to activate, time out, or return "no credible improvement". Use when an evaluation verdict is a regression or underpowered, when a skill regressed after a change, when /evaluate reports no results, or when deciding whether a weak skill should be strengthened or retired. Do not use for scaffolding a brand-new skill (use create-skill) or a brand-new eval (use create-skill-test).

7k tokens
Agentic Workflows
dotnet

Route gh-aw workflow design/create/debug/upgrade requests to the right prompts.

988 tokens
Support Prerendering
dotnet

Make interactive Blazor components work correctly with prerendering. USE FOR fixing duplicate data loads, UI flicker during prerender-to-interactive handoff, null references during prerender, persisting state across prerender, disabling prerendering, excluding pages from interactive routing, or detecting whether a component is currently prerendering. DO NOT USE for choosing which render mode to use (see create-blazor-project) or general component authoring (see author-component).

2k tokens
Custom Agents vendor
github

Define and validate GitHub custom agent files, prompts, and examples.

4k tokens
Gh Agent Session vendor
github

Use gh agent-session commands to inspect and manage agent sessions.

3k tokens
Gh Agent Task vendor
github

Use gh agent-task commands to create, run, and monitor agent tasks.

3k tokens
Github Copilot Agent Tips And Tricks vendor
github

Practical tips for reviewing and improving Copilot agent PRs.

2k tokens
Github MCP Server vendor
github

Reference for GitHub MCP server tools, methods, and usage patterns.

5k tokens
Prompt Token Efficiency vendor
github

Rewrite prompts for minimal tokens, maximal clarity, and low ambiguity for LLM consumption.

494 tokens
Skillz Integration vendor
github

Run and integrate Skillz MCP server with Docker for skill execution.

939 tokens
Ssl Skill Normalizer vendor
github

Normalize SKILL.md artifacts into Scheduling-Structural-Logical (SSL) JSON representations using a conservative multi-pass extraction pipeline.

5k tokens
Sn Da Large File Analysis
OpenSenseNova

万行以上 Excel 数据集的高性能分析引擎。提供 openpyxl read_only 流式读取(iter_rows 支持 10 万行以上)、Parquet 转换加速、内存优化、分块处理和大文件写入模式。**遇到以下任一情况就主动使用本 skill**:①数据行数 ≥ 10k(由 sn-da-excel-workflow 的行数评估步骤触发);②用户出现触发词:大文件 / 大数据量 / 性能优化 / 内存不足 / OOM / 百万行 / 十万行 / 流式读取 / Parquet / 分块处理 / large file / big data / streaming read / chunked processing;③直接使用 pd.read_excel() 导致超时或内存溢出;④用户明确要求对大规模数据集进行高性能处理。仅不用于:小于 10k 行的常规 Excel 分析(使用 sn-da-excel-workflow 即可)。

3k tokens
Sn Image Doctor
OpenSenseNova

| Environment diagnostic skill for SenseNova-Skills project. Checks that sn-image-base is properly installed and configured, validates dependencies and environment variables. Prompts user to configure missing required variables and saves them to .env file. After configuration, reloads environment and suggests agent restart if needed.

3k tokens scripts
Sn Update
OpenSenseNova

| Update SenseNova Skills (the sn-* bundle) inside an OpenClaw or hermes-agent skills", "update SN skills", "更新 sensenova skills", "更新 sn skills", "刷新 sn-*", "升级 sn-* skills", or names a specific sn-* skill to update (e.g. "更新 sn-ppt-standard", "refresh sn-image-base"). Default scope is the whole sn-* bundle; if the user names specific skills, update ONLY those.

1k tokens
Agent Team
anbeime

统一管理多智能体角色的团队协作框架,支持智能体动态组合、灵活协作和扩展新角色。智能体本质上是"角色定义",可以根据任务需求灵活组建团队,实现从会议决策到系统构建的完整能力。智能体角色明确分工:有干活的、有指挥的、有挑毛病的,能实时看到沟通过程,共享数据库记忆,确保上下文一致。

25k tokens zh
Dream Video Prompt Generator
anbeime

小省导购员数字人带货版即梦视频提示词生成系统,基于四大智能体协同(提示词生成师、质量管控师、知识库运维师、跨环节适配师),按照"主体+运动+场景+(镜头语言+光影+氛围)"公式输出中英文双版提示词,适配5s短视频。确保人物一致性、视觉连贯性、情绪连贯性,支持知识库智能复用和跨工具适配(Suno音乐、AI绘画),为数字人带货视频提供高质量提示词生成服务。

32k tokens zh
Moltbook
anbeime

AI Agent的社交网络. 发布帖子、评论、点赞和创建社区。当用户明确要求时才会使用,否则不会使用。

6k tokens
Multi Agent Meeting
anbeime

模拟多个AI智能体协作开会并进行决策讨论的场景。适用于需要从多个专业角度分析问题、进行辩论和达成共识的场景,如项目决策、技术方案评审、商业策略制定等。

9k tokens zh
Three Body Video Creator
anbeime

《三体》赛道AI视频创作工具,提供结构化的多智能体协作流程、素材生成与视频合成,涵盖选题深化、视觉设计、音频生成、视频制作全流程

28k tokens scripts zh
Video Creation Pro
anbeime

10大智能体协同的商品视频创作系统,全流程质量闭环(创作→质检→反馈迭代),强制使用COZE视频大模型API进行视频合成,彻底移除本地依赖包逻辑,适用于智能硬件、美妆护肤、家居家电等多品类商品视频创作

32k tokens scripts zh
Eve vendor
vercel

Build durable backend AI agents with the eve framework. Use when creating, editing, or debugging an eve project — agent instructions, skills, tools, connections, channels, sandboxes, subagents, schedules, or evals.

258 tokens
Update Acp
rivet-dev

Audit AgentOS ACP feature coverage across the stable ACP v1 specification, each underlying agent harness and control interface, its upstream ACP adapter, and AgentOS public API/types. Use for ACP upgrades, adapter parity checks, or missing-feature audits.

604 tokens
Gigacode API Sanity
rivet-dev

Compare GigaCode's OpenCode-compatible HTTP/SSE API with native OpenCode in isolated temporary workspaces. Use when asked to sanity-check, re-test, or manually validate Claude Sonnet streaming, multi-turn sessions, tool calls, permissions, file edits, cancellation, or post-cancel reuse.

1k tokens
Remotion Best Practices
remotion-dev

Router for all Remotion skills

282k tokens scripts
Simulation Skill
NVIDIA

Run, monitor, and control simulations. Use when executing simulations, checking progress, or stopping running simulations. Supports foreground and background execution, progress monitoring, and process management.

20k tokens scripts
Results Skill
NVIDIA

Read and analyze simulation binary output files. Use when extracting summary data, grid properties, or running flow diagnostics (time-of-flight, tracer, allocation, F-Phi, Lorenz) from completed simulations.

15k tokens scripts
Just Bash Executor vendor
vercel-labs

Convert a GraphQL endpoint, OpenAPI spec, or MCP server into bash CLI commands and a `tools.*` JS API runnable inside `just-bash`'s `js-exec` sandbox. Use when the user wants to expose a remote API to a sandboxed bash agent, build a tool-calling agent on top of just-bash, or generate CLI commands from an existing API spec.

58k tokens scripts
Trace Claude Code
parcadei

| Automatically trace Claude Code conversations to Braintrust for observability. Captures sessions, conversation turns, and tool calls as hierarchical traces.

2k tokens
Agent Orchestration
parcadei

Agent Orchestration Rules

413 tokens
Agentica Prompts
parcadei

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

2k tokens
Agentica Spawn
parcadei

Spawn Agentica multi-agent patterns

511 tokens
Background Agent Pings
parcadei

Background Agent Pings

331 tokens
Braintrust Analyze
parcadei

Analyze Claude Code sessions via Braintrust

2k tokens
Braintrust Tracing
parcadei

Braintrust tracing for Claude Code - hook architecture, sub-agent correlation, debugging

3k tokens