MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
Use Iris's visible Workflow through its stable Agent surface.
$ 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/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/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/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/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/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/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/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 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/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/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/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/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/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/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.
flovartUse Iris's visible Workflow through its stable Agent surface.
Flovart is an agent skill from avabbbb/Iris. Use Iris's visible Workflow through its stable Agent surface. Use when an agent must prepare the workspace, inspect the current graph, read selection, apply document changes, or run a Workflow node.
Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 22 other files, including scripts (for example `commands/asset.md`, `commands/generate.md` and `commands/model.md`).
It works with Model Context Protocol. 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.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit dca86ee. It shows what the files ask for, not the result of running them.
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.
Ships 10 files in scripts/ (JavaScript, from the files we listed), which the agent can run.
Shell commands in SKILL.md call:
npmnpxFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use npm and npx, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Flovart loads about 2.3k tokens when it runs. Until then it costs about 52 tokens; SKILL.md has 1,147 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.
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); the scripts in this folder are not scanned.
The full file from avabbbb/Iris at commit dca86ee, republished under its MIT licence (© avabbbb). 1,147 words, ~2,267 tokens.
.claude/skills/flovart/SKILL.md (or your agent's skills folder). This skill also uses 19 other files; get the full folder from GitHub.Iris is the visible Workflow authority. The Link layer prepares the local session automatically. Do not ask the user for connection details and do not recreate a connection flow in the conversation.
This Skill expects Node.js 22.19.0 or newer when the local CLI is run.
Start every new task with:
flovart ensure --json
flovart workflow.inspect --agent-identity codex --jsonWhen working directly from this source checkout, use the repository entrypoint
if the packaged flovart command is not installed:
npm run flovart:cli -- ensure --json
npm run flovart:cli -- workflow.inspect --agent-identity codex --jsonDo not use npx flovart-cli as an automatic fallback; an unpublished source
checkout can make npx query an unrelated registry package.
Use only the stable Workflow surface for normal work:
Use ensure as the bootstrap command. The five stable task operations are
status, workflow.inspect, workflow.selection.get, workflow.apply, and
workflow.node.run.
flovart ensure
flovart status
flovart workflow.inspect
flovart workflow.selection.get
flovart workflow.apply
flovart workflow.node.runThe same five operations are available through the optional local stdio MCP
projection for MCP-capable hosts such as TeleAgent. The MCP names are
flovart_status, flovart_workflow_inspect, flovart_workflow_selection,
flovart_workflow_apply, and flovart_workflow_run. MCP is a transport
projection, not a second Workflow runtime; use the CLI path for Codex,
Claude Code, OpenCode, and WorkBuddy's CLI Connector unless that host has a
separately certified MCP integration.
Before a change, read the real projectId, object IDs, and revision from
workflow.inspect. Read workflow.selection.get when the request depends on
the current selection. Group related graph edits into one workflow.apply.
Pass the returned project and revision as preconditions, and use a stable
mutationId and idempotencyKey for every write or run.
After a write, inspect again. If a command fails, preserve its structured error
code, inspect before retrying, and stop safely when the visible workspace is
unavailable or the target/revision changed. Never choose another project or
retry a mutation with a new identity.
Use this path only for the Resolve R0/R1 host-validation task. Resolve owns project, timeline, selection, and Media Pool state. Flovart CLI owns the local deterministic fixture task and its durable Artifact.
Before starting, verify the installed product is Resolve Studio 21.1 and that its native MCP is connected to the same local Resolve instance. Discover the tool names and current API through that MCP; do not guess from another Resolve version. If 21.1 or the native MCP is unavailable, stop and report the exact host gate instead of presenting a mock as Resolve evidence.
For the no-provider tracer:
Use Resolve native MCP to read the current project, timeline, and selected clip. Keep their stable identities and the timeline state for this task; recheck them before a Resolve write. If the selected target changes, stop instead of retargeting.
Submit the fixed local fixture with one unique idempotency key:
flovart runtime.test.fixture-image --idempotency-key <unique-key> --jsonFrom this source checkout, use npm run flovart:cli -- before the command.
If submission status is unknown, retry with the same key, never a new one.
Poll the returned task ID with flovart task.get --task-id <taskId> --json
until it is completed. Stop on failure or cancellation.
Resolve the completed file immediately before import:
flovart artifact.locate --task-id <taskId> --jsonThe result is a local path plus the verified MIME type, byte size, and SHA-256. Use that path only for the immediate host import; do not write it into project metadata.
Use a bounded Media Pool import operation exposed by the installed Resolve native MCP. Do not add the fixture to the Timeline, replace a clip, delete or overwrite media, or run unrestricted scripts. If the installed MCP has no safe bounded import path, stop and report that concrete gap.
Re-read the Media Pool and Timeline through Resolve MCP. Confirm the item appears in the Media Pool and the Timeline state is unchanged.
runtime.test.fixture-image imports the repository's fixed public/favicon.png
as a no-provider fixture. It verifies the local task-to-file handoff only; it
does not use the selected clip as a visual reference and is not AI generation.
Never describe it as a generated scene or as a completed real-host tracer until
Resolve visibly accepts the file and the Timeline comparison passes.
workflow.inspect returns WORKSPACE_UNAVAILABLE when the browser is
connected but no Workflow project is open. This is not a fatal stop: the task
usually still wants a project. Create and activate one, then inspect again:
npm run flovart:cli -- workflow.project.create --title "Product Video" --agent-identity codex --idempotency-key <key> --json
npm run flovart:cli -- workflow.project.use --project-id <project-id> --agent-identity codex --idempotency-key <key> --json
npm run flovart:cli -- workflow.inspect --agent-identity codex --jsonworkflow.project.list shows existing projects. Only stop for the user when
the browser itself is offline — not when the workspace is simply empty.
Every write command must carry the same --agent-identity used for
inspect plus a stable --idempotency-key. Passing identity only to inspect
and omitting it on project.create/workflow.apply makes the write fail with
AGENT_HOST_REQUIRED — the active Host writer must match the caller identity.
ensure, then workflow.inspect.workflow.inspect.workflow.selection.get.workflow.apply.workflow.node.run after confirming the node from inspection.For a sequence of nodes, the granular workflow.node.create-connected adapter
is the reliable path — it fills the node defaults (including storageKey) that
a bare workflow.apply add_node operation requires. Prefer it over a raw
add_node when you only have a type/title/position:
npm run flovart:cli -- workflow.node.create-connected --from-node-id <id> --type text --title "Shot 2" --x 420 --y 120 --agent-identity codex --idempotency-key <key> --jsonThe UI and Iris own Provider routing, credentials, cost confirmation, resource resolution, and artifacts. Do not call a Provider directly, store credentials, modify browser storage, use private routes, or create a second Workflow runtime. A missing reference or unsupported input must remain an explicit failure; never downgrade the requested media mode silently.
For DaVinci Resolve, use Resolve Studio's own native MCP for host context and
project operations; do not create or configure a second Resolve MCP server.
The current flovart CLI Workflow operations do not materialize a Runtime
artifact into a durable local file that Resolve can import. Do not infer a file
path from a task/artifact ID, call private Runtime endpoints, or report a Media
Pool import from the task result alone. Until an explicit artifact handoff path
is available and real-host verified, report this boundary clearly.
Talk to the user about the Workflow, not the machinery behind it.
projectId, object IDs, revision, mutationId,
idempotencyKey, or JSON payloads back to the user. Say "the current
project" or use the node's title instead.workflow.inspect before retrying so the retry uses fresh
IDs and revision. Attempt at most one automatic recovery for the same
failure; if it fails again, report the error in user terms and stop.idempotencyKey/mutationId. Never resubmit a duplicate mutation under a
new key.© avabbbb, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 19 other files (scripts) in skills/flovart of avabbbb/Iris.
Open the folder on GitHubat commit dca86ee
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 | — | ~2.3k | Automated safety check: Pass | MIT | |
| MCP Server Builderanthropics/skills | 180k | 63 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| MCP Server BuildershareAI-lab/learn-claude-code | 78k | 5 repos | ~1.2k | Automated safety check: Pass | MIT | |
| MCP Integration for Pluginsanthropics/claude-plugins-official | 38k | 11 repos | ~3.1k | Automated safety check: Pass | Apache-2.0 | |
| Figma use_figma Plugin API Ruleswarpdotdev/warp | 65k | 4 repos | ~4.4k | Automated safety check: Pass | AGPL-3.0 | |
| Stitch to Remotion Walkthrough Videosgoogle-labs-code/stitch-skills | 8.4k | 6 repos | ~3.2k | Automated safety check: Notes | Apache-2.0 |
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
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.
anthropics/claude-plugins-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.
warpdotdev/warp
Required groundwork before any use_figma call: the rules and reference files for running JavaScript in a Figma file through the Plugin API without common failures.
google-labs-code/stitch-skills
Builds walkthrough videos from Stitch design projects using Remotion, with transitions, zoom effects and text overlays on each screen.
coollabsio/coolify
A skill your agent uses for Laravel MCP development. An agent skill from coollabsio/coolify.
avabbbb/Iris
Compile a topic, brief, article, or research artifact into a provider-neutral Flovart ProductionSpec for a VOX-inspired editorial paper-collage explainer.
avabbbb/Iris
Prepare Flovart for a user's Workflow task. An agent skill from avabbbb/Iris.
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。
Works with
Use Iris's visible Workflow through its stable Agent surface. Flovart is an agent skill from avabbbb/Iris. Use Iris's visible Workflow through its stable Agent surface.
Flovart fits situations like: an agent must prepare the workspace; inspect the current graph; apply document changes; run a Workflow node.
Run `npx skills add avabbbb/Iris --skill flovart -a claude-code`. Or copy the skill folder (skills/flovart in avabbbb/Iris) into .claude/skills/flovart in your project. Claude Code loads it when a task matches its description.
Run `npx skills add avabbbb/Iris --skill flovart -a codex`. Or copy the skill folder (skills/flovart in avabbbb/Iris) into .agents/skills/flovart in your project. Codex loads it when a task matches its description.
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.
Going by SKILL.md and its folder, Flovart needs JavaScript for the scripts in its folder and the command-line tools its instructions call (npm and npx). Our summary lists: Node.js.
SKILL.md contains no URLs. Its commands use npm and npx, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Flovart is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.3k tokens (SKILL.md is roughly 9.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Flovart: 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 Figma use_figma Plugin API Rules (warpdotdev/warp, 65k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
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 9, 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.