Use Iris
marin-community/marin
Use Iris to submit, inspect, debug, monitor, or recover jobs and tasks; diagnose scheduling and federation; deploy controllers; or reserve dev GPUs and TPUs.
在 WorkBuddy 中用自然语言操作用户看得见的 Iris Workflow，并把真实制作结果交给 Iris 处理。
MITAuto-check passed
Install Flovart
$ npx skills add avabbbb/Iris --skill flovart -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install avabbbb/Iris flovart --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/avabbbb/Iris.git skills-src && mkdir -p .claude/skills && cp -r skills-src/integrations/workbuddy/flovart/skills/flovart .claude/skills/flovart && rm -rf skills-srcUse ~/.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/
Install the "flovart" agent skill from https://github.com/avabbbb/Iris/tree/main/integrations/workbuddy/flovart/skills/flovart into .claude/skills/flovart/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flovart", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/avabbbb/Iris/tree/main/integrations/workbuddy/flovart/skills/flovartType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add avabbbb/Iris --skill flovart -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install avabbbb/Iris flovart --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/avabbbb/Iris.git skills-src && mkdir -p .agents/skills && cp -r skills-src/integrations/workbuddy/flovart/skills/flovart .agents/skills/flovart && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "flovart" agent skill from https://github.com/avabbbb/Iris/tree/main/integrations/workbuddy/flovart/skills/flovart into .agents/skills/flovart/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flovart", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add avabbbb/Iris --skill flovart -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install avabbbb/Iris flovart --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/avabbbb/Iris.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/integrations/workbuddy/flovart/skills/flovart .cursor/skills/flovart && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "flovart" agent skill from https://github.com/avabbbb/Iris/tree/main/integrations/workbuddy/flovart/skills/flovart into .cursor/skills/flovart/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flovart", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/avabbbb/Iris.git --path integrations/workbuddy/flovart/skills/flovart--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add avabbbb/Iris --skill flovart -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install avabbbb/Iris flovart --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/avabbbb/Iris.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/integrations/workbuddy/flovart/skills/flovart .gemini/skills/flovart && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "flovart" agent skill from https://github.com/avabbbb/Iris/tree/main/integrations/workbuddy/flovart/skills/flovart into .gemini/skills/flovart/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flovart", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install avabbbb/Iris flovartInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add avabbbb/Iris --skill flovart -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/avabbbb/Iris.git skills-src && mkdir -p .github/skills && cp -r skills-src/integrations/workbuddy/flovart/skills/flovart .github/skills/flovart && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "flovart" agent skill from https://github.com/avabbbb/Iris/tree/main/integrations/workbuddy/flovart/skills/flovart into .github/skills/flovart/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flovart", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add avabbbb/Iris --skill flovart -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install avabbbb/Iris flovart --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/avabbbb/Iris.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/integrations/workbuddy/flovart/skills/flovart .opencode/skills/flovart && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "flovart" agent skill from https://github.com/avabbbb/Iris/tree/main/integrations/workbuddy/flovart/skills/flovart into .opencode/skills/flovart/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flovart", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
flovart- GitHub stars
- 139
- Token cost
- ~316 tokens
- SKILL.md length
- 46 words
- Files
- 2 (incl. references)
- Skills in repo
- 4
- Repo updated
- First seen
- Licence
- MIT
At a glance
在 WorkBuddy 中用自然语言操作用户看得见的 Iris Workflow，并把真实制作结果交给 Iris 处理。
- SKILL.md covers 正常入口 and 用户语言映射
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Flovart is an agent skill from avabbbb/Iris. 在 WorkBuddy 中用自然语言操作用户看得见的 Iris Workflow，并把真实制作结果交给 Iris 处理。
Its SKILL.md is about 320 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/workflow.md`).
The repository describes itself as: Open-source agent-native visual production workspace where humans and coding agents edit the same live canvas — local-first, BYOK image/video models. The licence is MIT.
Example prompts
- “/flovart”
What it can do on your machine
Read from SKILL.md and the folder at commit 0ed869d. 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 bash).
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
Flovart loads about 316 tokens when it runs, and up to ~655 if it reads all its reference files. Until then it costs about 17 tokens; SKILL.md has 46 words of instructions outside code blocks.
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 avabbbb/Iris at commit 0ed869d, republished under its MIT licence (© avabbbb). 46 words, ~316 tokens.
Download SKILL.mdSave it as
.claude/skills/flovart/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- flovart
- description
- 在 WorkBuddy 中用自然语言操作用户看得见的 Iris Workflow，并把真实制作结果交给 Iris 处理。
Iris
用户只需要说想做什么。你通过 WorkBuddy 已安装的 flovart-cli 使用 Iris 的稳定本地能力；连接细节和服务凭据由 Iris 管理。
执行修改前阅读随包提供的 Workflow 操作参考。
正常入口
首次使用或本地服务断开时先执行 bootstrap：
flovart-cli ensure --json然后按需使用：
flovart-cli status --json
flovart-cli workflow.inspect --agent-identity workbuddy --json
flovart-cli workflow.selection.get --agent-identity workbuddy --json
flovart-cli workflow.apply --agent-identity workbuddy --project-id <id> --expected-revision <n> --mutation-id <stable-id> --idempotency-key <stable-id> --operations-json <json> --json
flovart-cli workflow.node.run --agent-identity workbuddy --project-id <id> --node-id <id> --idempotency-key <stable-id> --json先读取真实项目和版本，再修改；修改后再次 inspect。重试同一个修改时保留同一个 mutation/idempotency 标识，不要重复创建节点。用户切换项目或当前 Workflow 不可用时停止并说明原因，绝不猜测目标。
用户语言映射
- “打开 Flovart” →
ensure，确认结果后再workflow.inspect。 - “查看当前 Workflow” →
workflow.inspect。 - “选中的内容/当前选择” →
workflow.selection.get。 - “新增、删除、移动、连线、修改节点” → 一次
workflow.apply，提交完整 operations。 - “运行这个节点” → 先确认节点和版本，再
workflow.node.run。
Provider 配置、费用确认和生成凭据由 Flovart 管理。配置或本地服务缺失时告诉用户去 Flovart 的产品设置或点击自动修复，不在聊天中收集敏感信息。
© avabbbb, 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 1 other file (references) in integrations/workbuddy/flovart/skills/flovart of avabbbb/Iris.
- SKILL.md
- references/workflow.md
Open the folder on GitHubat commit 0ed869d
Compare with similar skills
Flovart 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Flovart this skillavabbbb/Iris | 139 | — | ~316 | Automated safety check: Pass | MIT | |
| Use Irismarin-community/marin | 3.9k | — | ~745 | Automated safety check: Pass | Apache-2.0 | |
| Workbuddy Asset Migrationinfometa/workbuddyskills | 344 | — | ~1.2k | Automated safety check: Notes | None | |
| Analyze Job History Irisopen-thoughts/OpenThoughts-Agent | 301 | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | |
| Monitor Cron Sweep Irisopen-thoughts/OpenThoughts-Agent | 301 | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | |
| Datagen Launch Irisopen-thoughts/OpenThoughts-Agent | 301 | — | ~4.3k | Automated safety check: Pass | Apache-2.0 |
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infometa/workbuddyskills
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Run the Iris harbor job-history analyzer (scripts/iris/analyzeirisharborjob.py) on a datagen/eval job and read its JSON sidecar for trustworthy throughput / preemption / productive-trial stats.
Monitor Cron Sweep Iris
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The PROCEDURE for one every-3-hours Iris job-status sweep — primarily the marin TPU datagen/eval jobs ("iris" here = the marin TPU cluster), plus CoreWeave GPU-RL as monitor-only.
Datagen Launch Iris
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Launch, monitor, and manually clean up a trajectory-generation (datagen) job on Marin's Iris TPU cluster via the OpenThoughts-Agent entrypoint.
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More from avabbbb/Iris
Flovart
avabbbb/Iris
Use Iris's visible Workflow through its stable Agent surface.
Vox Director
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Compile a topic, brief, article, or research artifact into a provider-neutral Flovart ProductionSpec for a VOX-inspired editorial paper-collage explainer.
Open Flovart
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Questions about Flovart
What does Flovart do?
在 WorkBuddy 中用自然语言操作用户看得见的 Iris Workflow，并把真实制作结果交给 Iris 处理。. Flovart is an agent skill from avabbbb/Iris.
How do I install Flovart in Claude Code?
Run `npx skills add avabbbb/Iris --skill flovart -a claude-code`. Or copy the skill folder (integrations/workbuddy/flovart/skills/flovart in avabbbb/Iris) into .claude/skills/flovart in your project. Claude Code loads it when a task matches its description.
How do I install Flovart in Codex?
Run `npx skills add avabbbb/Iris --skill flovart -a codex`. Or copy the skill folder (integrations/workbuddy/flovart/skills/flovart in avabbbb/Iris) into .agents/skills/flovart in your project. Codex loads it when a task matches its description.
Can I use Flovart 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 avabbbb/Iris --skill flovart -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/flovart, .gemini/skills/flovart, .github/skills/flovart and .opencode/skills/flovart in your project.
What does Flovart need to run?
SKILL.md names no scripts, command-line tools or credentials: Flovart is instructions for the agent only.
Does Flovart 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 Flovart 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 Flovart use?
Flovart 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 Flovart use?
About 316 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 339 tokens, read only when the agent opens those files.
What are the alternatives to Flovart?
Skills that share tags, products or a category with Flovart: Use Iris (marin-community/marin, 3.9k stars), Workbuddy Asset Migration (infometa/workbuddyskills, 344 stars), Analyze Job History Iris (open-thoughts/OpenThoughts-Agent, 301 stars) and Monitor Cron Sweep Iris (open-thoughts/OpenThoughts-Agent, 301 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Flovart?
avabbbb (a GitHub user) maintains it in avabbbb/Iris, which has 139 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on October 7, 2026.
Source: avabbbb/Iris on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.