Agent skill

Sereinflow

by fhhyyp in fhhyyp/serein-flow

Connect to SereinFlow MCP, load its live routing guide, and operate only the requested capability.

No licenceAuto-check passedAgent Workflows

Install Sereinflow

skills CLI
$ npx skills add fhhyyp/serein-flow --skill sereinflow -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install fhhyyp/serein-flow sereinflow --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/fhhyyp/serein-flow.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/sereinflow-ai-toolkit/skills/sereinflow .claude/skills/sereinflow && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
sereinflow
GitHub stars
187
Token cost
~2.2k tokens
SKILL.md length
1,065 words
Files
2
Skills in repo
1
Repo updated
First seen
Licence
None found

At a glance

Connect to SereinFlow MCP, load its live routing guide, and operate only the requested capability.

  • Works in 4 steps: Complete a fresh MCP initialize… → Read sereinflow://ai/guide with… → Follow the guide and read only the… → …
  • Tasks that involve MCP servers
  • SKILL.md covers Required loading order, Authentication, Connection constraints and Bounded diagnostics, plus 2 more sections
  • Needs SEREINFLOW_MCP_API_KEY

What it does

Sereinflow is an agent skill from fhhyyp/serein-flow. Connect to SereinFlow MCP, load its live routing guide, and operate only the requested capability.

Its SKILL.md is about 2.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).

It sits in Agent Workflows, covering MCP servers. It works with Model Context Protocol. The repository describes itself as: 可扩展的节点流编辑器与工作流引擎,内置 MCP,支持 AI 自动生成节点与流程。An extensible node-flow editor and workflow engine with built-in MCP, enabling AI-powered generation of nodes and workflows.

When your agent uses it

  • Tasks that involve MCP servers

Example prompts

  • “/sereinflow”

Requirements

  • A credential in SEREINFLOW_MCP_API_KEY

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. Complete a fresh MCP initialize handshake and read its instructions.
  2. Read sereinflow://ai/guide with resources/read. This is the server's
  3. Follow the guide and read only the smallest capability module needed for the
  4. Discover current tool/resource/prompt schemas only as needed and follow the

What it can do on your machine

Read from SKILL.md and the folder at commit f299d91. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are json).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • SEREINFLOW_MCP_API_KEY

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Sereinflow loads about 2.2k tokens when it runs. Until then it costs about 27 tokens; SKILL.md has 1,065 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~27
When it runs · the whole SKILL.md, loaded when a task matches
~2.2k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 1,065 words (~2,175 tokens).

“Use the configured sereinflow MCP server as the source of truth for SereinFlow projects, flows, runs, debugging, versions, run-message endpoints, SereinLang, library packages and MCP API-key administration. Treat the service as a remote black box; do not use local source…”

— opening of SKILL.md by fhhyyp
name
sereinflow

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in plugins/sereinflow-ai-toolkit/skills/sereinflow of fhhyyp/serein-flow.

  • SKILL.md
  • agents/openai.yaml

Open the folder on GitHubat commit f299d91

Compare with similar skills

Sereinflow next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Sereinflow compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Sereinflow this skillfhhyyp/serein-flow187—~2.2kAutomated safety check: PassNone
MCP Server Builderanthropics/skills180k63 repos~2.3kAutomated safety check: PassApache-2.0
MCP Server BuildershareAI-lab/learn-claude-code78k4 repos~1.2kAutomated safety check: PassMIT
MCP Integration for Pluginsanthropics/claude-plugins-official38k11 repos~3.1kAutomated safety check: PassApache-2.0
Crush Configurationcharmbracelet/crush29k—~3.7kAutomated safety check: PassCustom licence
Context Mode Output Sandboxmksglu/context-mode26k—~4.1kAutomated safety check: PassCustom licence

Similar skills

  • MCP Server Builder

    anthropics/skills

    Official

    Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.

    180k GitHub starsUsed in 63 repos~2.3k tokens
    Agent WorkflowsAuto-check passed
  • MCP Server Builder

    shareAI-lab/learn-claude-code

    Walks through building MCP servers in Python or TypeScript that expose tools, resources and prompts to Claude, with templates, registration and testing.

    78k GitHub starsUsed in 4 repos~1.2k tokens
    Agent WorkflowsAuto-check passed
  • MCP Integration for Plugins

    anthropics/claude-plugins-official

    Official

    Explains how to bundle Model Context Protocol servers in a Claude Code plugin, covering config files, stdio, SSE, HTTP and WebSocket server types, and authentication.

    38k GitHub starsUsed in 11 repos~3.1k tokens
    Agent WorkflowsAuto-check passed
  • Crush Configuration

    charmbracelet/crush

    Explains how to configure the Crush coding agent with crushrc or crush.json, covering providers, models, LSPs, MCP servers, hooks, permissions and config precedence.

    29k GitHub stars~3.7k tokensUpdated today
    Agent WorkflowsAuto-check passed
  • Context Mode Output Sandbox

    mksglu/context-mode

    Routes large command, file, API and browser output through context-mode tools so only the needed result enters the agent's context, instead of dumping it via Bash.

    26k GitHub stars~4.1k tokensUpdated today
    Agent WorkflowsAuto-check passed
  • Migrates the compatible subset of settings and global file-based MCP servers from the Warp desktop app into Warp Agent CLI without exposing credentials or state.

    65k GitHub starsUsed in 1 repo~2.1k tokens
    Agent WorkflowsAuto-check passed

Categories

Questions about Sereinflow

What does Sereinflow do?

Connect to SereinFlow MCP, load its live routing guide, and operate only the requested capability. Sereinflow is an agent skill from fhhyyp/serein-flow. Connect to SereinFlow MCP, load its live routing guide, and operate only the requested capability.

When should I use Sereinflow?

Sereinflow fits situations like: tasks that involve MCP servers.

How do I install Sereinflow in Claude Code?

Run `npx skills add fhhyyp/serein-flow --skill sereinflow -a claude-code`. Or copy the skill folder (plugins/sereinflow-ai-toolkit/skills/sereinflow in fhhyyp/serein-flow) into .claude/skills/sereinflow in your project. Claude Code loads it when a task matches its description.

How do I install Sereinflow in Codex?

Run `npx skills add fhhyyp/serein-flow --skill sereinflow -a codex`. Or copy the skill folder (plugins/sereinflow-ai-toolkit/skills/sereinflow in fhhyyp/serein-flow) into .agents/skills/sereinflow in your project. Codex loads it when a task matches its description.

Can I use Sereinflow in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add fhhyyp/serein-flow --skill sereinflow -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sereinflow, .gemini/skills/sereinflow, .github/skills/sereinflow and .opencode/skills/sereinflow in your project.

What does Sereinflow need to run?

Going by SKILL.md and its folder, Sereinflow needs credentials named SEREINFLOW_MCP_API_KEY. Our summary lists: A credential in SEREINFLOW_MCP_API_KEY.

Does Sereinflow access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Sereinflow safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Sereinflow use?

No licence was found for Sereinflow or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Sereinflow use?

About 2.2k tokens (SKILL.md is roughly 8.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Sereinflow?

Skills that share tags, products or a category with Sereinflow: MCP Server Builder (anthropics/skills, 180k stars), MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars), MCP Integration for Plugins (anthropics/claude-plugins-official, 38k stars) and Crush Configuration (charmbracelet/crush, 29k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Sereinflow?

fhhyyp (a GitHub user) maintains it in fhhyyp/serein-flow, which has 187 GitHub stars. The repository was last updated on September 27, 2026.

Source: fhhyyp/serein-flow on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.