sereinflow SKILL.md skillA

sereinflow from fhhyyp/serein-flow is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add fhhyyp/serein-flow/sereinflow@git:20261023.fa89cba

Pins git:20261023.fa89cba in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
fhhyyp/serein-flow
Path
plugins/sereinflow-ai-toolkit/skills/sereinflow/SKILL.md
Versions recorded
8
Latest version
git:20261023.fa89cba, committed Oct 23, 2026
First version recorded
Aug 31, 2026
Size
10,780 bytes
Repository stars
189
License
none declared

Inspect or operate a running SereinFlow service through MCP and its live guidance. Use local tools for explicitly requested server-source edits or library builds.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# SereinFlow MCP

Use the configured `sereinflow` MCP server as the source of truth for
SereinFlow projects, flows, runs, debugging, versions, run-message endpoints,
SereinLang and library packages. For remote runtime state, use MCP results;
do not infer that state from a local checkout, database or uploaded binary.
Explicitly requested repository work or local library builds may use the
caller's files and toolchain. Keep those local results distinct from remote
service evidence. API-key administration is optional HTTP functionality, not
a set of MCP tools.

## Required loading order

At the start of a task:

1. Reuse the MCP client's initialized session, or let it initialize when no
   session exists. Read its server instructions; do not start a second manual
   session merely because a new task began. Direct probes use their own session.
2. Read the guide URI returned by initialize, normally
   `sereinflow://ai/guide`, with `resources/read`. This is the server's
   authoritative routing entry point; consume it through MCP rather than
   replacing it with a client-local path.
3. Follow the guide and read only the smallest capability module needed for the
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add fhhyyp/serein-flow/sereinflow@sha256:9b76ffe578e491c0

The line at the top of this page pins the label git:20261023.fa89cba, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_sihh5fnm57m5v5s3.svg)](https://markdownregistry.com/a/art_sihh5fnm57m5v5s3)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 8 versions of this file, between Aug 31, 2026 and Oct 23, 2026, about one every 8 days.

versioncommittedcommitsizeaudit
git:20261023.fa89cba latest2026-10-23 fa89cba 10,780 BA view · diff
git:20261023.6f325922026-10-23 6f32592 9,263 BA view · diff
git:20261021.915bc6a2026-10-21 915bc6a 8,950 BA view · diff
git:20260902.372492b2026-09-02 372492b 8,699 BA view · diff
git:20260902.050b0b22026-09-02 050b0b2 8,104 BA view · diff
git:20260901.bef2ba12026-09-01 bef2ba1 7,392 BA view · diff
git:20260831.b8c0ddc2026-08-31 b8c0ddc 14,708 BA view · diff
git:20260831.642761a2026-08-31 642761a 7,962 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (10780 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

fhhyyp/serein-flow · 189 stars · license none declared · pushed 2026-10-30 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_sihh5fnm57m5v5s3
GET https://markdownregistry.com/api/v1/resolve?ref=fhhyyp/serein-flow/sereinflow
GET https://markdownregistry.com/api/v1/blob/9b76ffe578e491c0b1d58b11b8e59fcc3191a7b8375c0dc803551451aebfec27

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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