Agent skill

Serve

by Sikao-Engine in Sikao-Engine/KimiX

Guide for the Kimix HTTP serve system — FastAPI backend + TypeScript/Vite frontend.

No licenceAuto-check passedBackend & APIs

Install Serve

skills CLI
$ npx skills add Sikao-Engine/KimiX --skill serve -a claude-code

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

GitHub CLI
$ gh skill install Sikao-Engine/KimiX serve --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/Sikao-Engine/KimiX.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/serve .claude/skills/serve && 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
serve
GitHub stars
114
Token cost
~524 tokens
SKILL.md length
128 words
Files
2 (incl. references)
Skills in repo
5
Repo updated
First seen
Licence
None found

At a glance

Guide for the Kimix HTTP serve system — FastAPI backend + TypeScript/Vite frontend.

  • Adding new backend endpoints
  • Calls uv
  • Modifying the session manager
  • Changing the frontend API client

What it does

Serve is an agent skill from Sikao-Engine/KimiX. Guide for the Kimix HTTP serve system — FastAPI backend + TypeScript/Vite frontend. Use when adding new backend endpoints, modifying the session manager, changing the frontend API client, or understanding how data flows from backend to UI. Covers dummyapp.py, dummysessionmanager.py, ssecli.py, and src/app/.

Its SKILL.md is about 520 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/architecture.md`).

It sits in Backend & APIs, covering Backend development. It works with Vite, FastAPI and TypeScript. The repository describes itself as: The next-gen lightweight coding agent cli.

When your agent uses it

  • Adding new backend endpoints
  • Modifying the session manager
  • Changing the frontend API client
  • Understanding how data flows from backend to UI

Example prompts

  • “/serve”

Requirements

  • Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit 7394085. 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

    Shell commands in SKILL.md call:

    • uv

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

  • Network

    No URLs in SKILL.md. Its commands use uv, which can reach the network depending on how they are called.

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

  • Credentials

    Names no API keys, tokens, secrets or passwords.

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

Context cost

Serve loads about 524 tokens when it runs, and up to ~3.5k if it reads all its reference files. Until then it costs about 80 tokens; SKILL.md has 128 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~80
When it runs · the whole SKILL.md, loaded when a task matches
~524
With references · SKILL.md plus every file in references/, read only if the agent opens them
~3.5k

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 128 words (~524 tokens).

“FastAPI backend (port 4096, REST + SSE) + vanilla TypeScript/Vite frontend (port 5173). dummy_app.py + DummySessionManager for stub prompts; app.py + SessionManager for live SDK sessions.”

— opening of SKILL.md by Sikao-Engine
name
serve

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file (references) in .agents/skills/serve of Sikao-Engine/KimiX.

  • SKILL.md
  • references/architecture.md

Open the folder on GitHubat commit 7394085

Compare with similar skills

Serve 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.

Serve compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Serve this skillSikao-Engine/KimiX114—~524Automated safety check: PassNone
Wayfinder Developmentslimani-dev/muraqib1281 repos~622Automated safety check: PassMIT
Build X402 Servercoinbase/cdp-sdk204—~3.7kAutomated safety check: NotesMIT
PayRam Checkout IntegrationPayRam/payram-mcp158—~3.4kAutomated safety check: NotesNone
Implementing API Patternsancoleman/ai-design-components5261 repos~3kAutomated safety check: PassMIT
App Buildersoftspark/ai-toolkit179—~2.2kAutomated safety check: PassApache-2.0

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Categories

Questions about Serve

What does Serve do?

Guide for the Kimix HTTP serve system — FastAPI backend + TypeScript/Vite frontend. Serve is an agent skill from Sikao-Engine/KimiX. Guide for the Kimix HTTP serve system — FastAPI backend + TypeScript/Vite frontend.

When should I use Serve?

Serve fits situations like: adding new backend endpoints; modifying the session manager; changing the frontend API client; understanding how data flows from backend to UI.

How do I install Serve in Claude Code?

Run `npx skills add Sikao-Engine/KimiX --skill serve -a claude-code`. Or copy the skill folder (.agents/skills/serve in Sikao-Engine/KimiX) into .claude/skills/serve in your project. Claude Code loads it when a task matches its description.

How do I install Serve in Codex?

Run `npx skills add Sikao-Engine/KimiX --skill serve -a codex`. Or copy the skill folder (.agents/skills/serve in Sikao-Engine/KimiX) into .agents/skills/serve in your project. Codex loads it when a task matches its description.

Can I use Serve 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 Sikao-Engine/KimiX --skill serve -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/serve, .gemini/skills/serve, .github/skills/serve and .opencode/skills/serve in your project.

What does Serve need to run?

Going by SKILL.md and its folder, Serve needs the command-line tools its instructions call (uv). Our summary lists: Python 3.

Does Serve access the network?

SKILL.md contains no URLs. Its commands use uv, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Serve 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 Serve use?

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

How many tokens does Serve use?

About 524 tokens (SKILL.md is roughly 2.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.9k tokens, read only when the agent opens those files.

What are the alternatives to Serve?

Skills that share tags, products or a category with Serve: Wayfinder Development (slimani-dev/muraqib, 128 stars), Build X402 Server (coinbase/cdp-sdk, 204 stars), PayRam Checkout Integration (PayRam/payram-mcp, 158 stars) and Implementing API Patterns (ancoleman/ai-design-components, 526 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Serve?

Sikao-Engine (a GitHub organization) maintains it in Sikao-Engine/KimiX, which has 114 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on October 6, 2026.

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