Agent skill

Ceres Flow

by AkiKurisu in AkiKurisu/Ceres

Build or diagnose Ceres Flow containers, executable nodes, functions, events, code generation, IL post-processing, and hot reload.

MITAuto-check passed

Install Ceres Flow

skills CLI
$ npx skills add AkiKurisu/Ceres --skill ceres-flow -a claude-code

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

GitHub CLI
$ gh skill install AkiKurisu/Ceres ceres-flow --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/AkiKurisu/Ceres.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Plugins/ceres/skills/ceres-flow .claude/skills/ceres-flow && 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
ceres-flow
GitHub stars
130
Token cost
~320 tokens
SKILL.md length
120 words
Files
6 (incl. references)
Skills in repo
8
Repo updated
First seen
Licence
MIT

At a glance

Build or diagnose Ceres Flow containers, executable nodes, functions, events, code generation, IL post-processing, and hot reload.

  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Ceres Flow is an agent skill from AkiKurisu/Ceres. Build or diagnose Ceres Flow containers, executable nodes, functions, events, code generation, IL post-processing, and hot reload.

Its SKILL.md is about 320 tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files (for example `agents/openai.yaml`, `references/containers-and-codegen.md` and `references/custom-nodes.md`).

The repository describes itself as: A Unity framework designed with visual scripting and flexible workflows. The licence is MIT.

Example prompts

  • “/ceres-flow”

What it can do on your machine

Read from SKILL.md and the folder at commit 0f37dc4. 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.

    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 no API keys, tokens, secrets or passwords.

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

Context cost

Ceres Flow loads about 320 tokens when it runs, and up to ~1.6k if it reads all its reference files. Until then it costs about 35 tokens; SKILL.md has 120 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~35
When it runs · the whole SKILL.md, loaded when a task matches
~320
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.6k

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

The full file from AkiKurisu/Ceres at commit 0f37dc4, republished under its MIT licence (© AkiKurisu). 120 words, ~320 tokens.

Download SKILL.mdSave it as .claude/skills/ceres-flow/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.
name
ceres-flow
description
Build or diagnose Ceres Flow containers, executable nodes, functions, events, code generation, IL post-processing, and hot reload.

Ceres Flow

Inspect the current runtime and Editor Flow assemblies before extending execution behavior. Use Graph guidance as well when a change modifies shared graph serialization, variables, ports, or editor foundations.

References

  • Read containers-and-codegen.md for container selection, [GenerateFlow], generated runtime ownership, and lifecycle.
  • Read events-and-functions.md for implementable events, executable functions, libraries, and custom executable events.
  • Read custom-nodes.md for node base classes, ports, arrays, generics, metadata, and editor views.
  • Read troubleshooting.md when discovery, generation, ILPP, preservation, validation, or hot reload fails.

Prefer executable functions for stateless API exposure. Create a custom node only when behavior needs state, execution control, dynamic ports, async flow, or a specialized editor shape. Do not promise a stable programmatic GraphBuilder API without inspecting the current source.

© AkiKurisu, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 5 other files (references) in Plugins/ceres/skills/ceres-flow of AkiKurisu/Ceres.

  • SKILL.md
  • agents/openai.yaml
  • references/containers-and-codegen.md
  • references/custom-nodes.md
  • references/events-and-functions.md
  • references/troubleshooting.md

Open the folder on GitHubat commit 0f37dc4

Compare with similar skills

Ceres Flow 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.

Ceres Flow compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Ceres Flow this skillAkiKurisu/Ceres130—~320Automated safety check: PassMIT
Node Connectopenclaw/openclaw392k—~1.6kAutomated safety check: PassMIT
Executealirezarezvani/claude-skills28k—~831Automated safety check: PassMIT
Debugging Executionsn8n-io/n8n207k—~2.6kAutomated safety check: PassCustom licence
Diagnose Gatewayopenclaw/openclaw392k—~670Automated safety check: PassMIT
Node Inspect Debuggeropenclaw/openclaw392k1 repos~894Automated safety check: PassMIT

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More from AkiKurisu/Ceres

All 8 skills in this repo
  • Ceres

    AkiKurisu/Ceres

    Route work across the Ceres Unity framework when a request spans modules or the correct Ceres subsystem is not yet clear.

    130 GitHub stars~507 tokensUpdated 4 days ago
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  • Ceres Contentpipeline

    AkiKurisu/Ceres

    Design, implement, or diagnose Ceres content builds, Addressables backends, bundle partitioning, dynamic releases, and build storage maintenance.

    130 GitHub stars~226 tokensUpdated 4 days ago
    Auto-check passed
  • Ceres Core

    AkiKurisu/Ceres

    Build or extend Ceres runtime services, including pooling, events, configs, resources, data-driven utilities, schedulers, serialization, collections, R3, tasks, and modules.

    130 GitHub stars~230 tokensUpdated 4 days ago
    Auto-check passed
  • Ceres Graph

    AkiKurisu/Ceres

    Extend or diagnose Ceres graph models, shared variables, serialization, ports, nodes, search, and graph editor foundations without Flow-specific execution semantics.

    130 GitHub stars~230 tokensUpdated 4 days ago
    Auto-check passed
  • Ceres Uitoolkit

    AkiKurisu/Ceres

    Design, implement, preview, automate, or diagnose Ceres runtime UI Toolkit surfaces, Ceres Neutral controls, typed bindings, and preview sessions.

    130 GitHub stars~313 tokensUpdated 4 days ago
    Auto-check passed
  • Ceres Animationpacking

    AkiKurisu/Ceres

    Import, author, extend, or diagnose Ceres Animation Packing and .animbin assets.

    130 GitHub stars~174 tokensUpdated 4 days ago
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Questions about Ceres Flow

What does Ceres Flow do?

Build or diagnose Ceres Flow containers, executable nodes, functions, events, code generation, IL post-processing, and hot reload. Ceres Flow is an agent skill from AkiKurisu/Ceres. Build or diagnose Ceres Flow containers, executable nodes, functions, events, code generation, IL post-processing, and hot reload.

How do I install Ceres Flow in Claude Code?

Run `npx skills add AkiKurisu/Ceres --skill ceres-flow -a claude-code`. Or copy the skill folder (Plugins/ceres/skills/ceres-flow in AkiKurisu/Ceres) into .claude/skills/ceres-flow in your project. Claude Code loads it when a task matches its description.

How do I install Ceres Flow in Codex?

Run `npx skills add AkiKurisu/Ceres --skill ceres-flow -a codex`. Or copy the skill folder (Plugins/ceres/skills/ceres-flow in AkiKurisu/Ceres) into .agents/skills/ceres-flow in your project. Codex loads it when a task matches its description.

Can I use Ceres Flow 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 AkiKurisu/Ceres --skill ceres-flow -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ceres-flow, .gemini/skills/ceres-flow, .github/skills/ceres-flow and .opencode/skills/ceres-flow in your project.

What does Ceres Flow need to run?

SKILL.md names no scripts, command-line tools or credentials: Ceres Flow is instructions for the agent only.

Does Ceres Flow 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 Ceres Flow 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 Ceres Flow use?

Ceres Flow is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Ceres Flow use?

About 320 tokens (SKILL.md is roughly 1.3k 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 1.3k tokens, read only when the agent opens those files.

What are the alternatives to Ceres Flow?

Skills that share tags, products or a category with Ceres Flow: Node Connect (openclaw/openclaw, 392k stars), Execute (alirezarezvani/claude-skills, 28k stars), Debugging Executions (n8n-io/n8n, 207k stars) and Diagnose Gateway (openclaw/openclaw, 392k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ceres Flow?

AkiKurisu (a GitHub user) maintains it in AkiKurisu/Ceres, which has 130 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on October 6, 2026.

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