Agent skill

Flowflow Spaces

by mirkobozzetto in mirkobozzetto/flowflow

Use FlowFlow spaces safely through their scoped MCP server. An agent skill from mirkobozzetto/flowflow.

EUPL-1.2Auto-check passedAI & LLM Engineering

Install Flowflow Spaces

skills CLI
$ npx skills add mirkobozzetto/flowflow --skill flowflow-spaces -a claude-code

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

GitHub CLI
$ gh skill install mirkobozzetto/flowflow flowflow-spaces --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/mirkobozzetto/flowflow.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/flowflow-spaces .claude/skills/flowflow-spaces && 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
flowflow-spaces
GitHub stars
171
Token cost
~1k tokens
SKILL.md length
531 words
Files
5 (incl. references)
Skills in repo
1
Repo updated
First seen
Licence
EUPL-1.2

At a glance

Use FlowFlow spaces safely through their scoped MCP server. An agent skill from mirkobozzetto/flowflow.

  • Works in 6 steps: Select the one flowflow_ server named by… → Call advertised FlowFlow actions… → Call space_info before concluding that… → …
  • Tasks that involve Vector databases
  • SKILL.md covers Safety rules, Start every FlowFlow request, Workflows and Available MCP actions, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Flowflow Spaces is an agent skill from mirkobozzetto/flowflow. Use FlowFlow spaces safely through their scoped MCP server.

Its SKILL.md is about 1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `references/diagnostics.md`, `references/model.md` and `references/preferences.md`).

It sits in AI & LLM Engineering, covering Vector databases and MCP servers. It works with Model Context Protocol, Rust and iOS. The repository describes itself as: Agentic Voice Notes for iPhone and macOS - Rust, Dioxus, LanceDB + RIG + SQLite.

When your agent uses it

  • Tasks that involve Vector databases
  • Tasks that involve MCP servers

Example prompts

  • “/flowflow-spaces”

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Select the one flowflow_ server named by the user or context.
  2. Call advertised FlowFlow actions directly. Never route them through the
  3. Call space_info before concluding that content is missing. If its
  4. Call pull_changes, waiting until 30 seconds since the previous pull.
  5. Call list_folders to resolve names, hierarchy, and writable locations.
  6. Continue with the smallest workflow that answers the request.

What it can do on your machine

Read from SKILL.md and the folder at commit cc99878. 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

Flowflow Spaces loads about 1k tokens when it runs, and up to ~4.5k if it reads all its reference files. Until then it costs about 19 tokens; SKILL.md has 531 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~19
When it runs · the whole SKILL.md, loaded when a task matches
~1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~4.5k

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

Its licence (EUPL-1.2) doesn't allow us to republish the file, so here is its outline and opening line. It has 531 words (~1,047 tokens).

“Use this skill when the user asks to inspect, search, summarize, or change a FlowFlow space through a configured flowflow_ MCP server.”

— opening of SKILL.md by mirkobozzetto, EUPL-1.2
name
flowflow-spaces
version
1.2.0
platforms
linux, macos

Read the full SKILL.md on GitHub

Files

SKILL.md and 4 other files (references) in skills/flowflow-spaces of mirkobozzetto/flowflow.

  • SKILL.md
  • references/diagnostics.md
  • references/model.md
  • references/preferences.md
  • references/workflows.md

Open the folder on GitHubat commit cc99878

Compare with similar skills

Flowflow Spaces 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.

Flowflow Spaces compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Flowflow Spaces this skillmirkobozzetto/flowflow171—~1kAutomated safety check: PassEUPL-1.2
Iphone Useleeguooooo/iphone-use135—~2.9kAutomated safety check: PassMIT
Codebase Managementgiancarloerra/SocratiCode3.3k1 repos~1.8kAutomated safety check: PassAGPL-3.0
AgentSquad for Swift2FastLabs/agent-squad7.8k—~3.5kAutomated safety check: PassApache-2.0
Cookbook Aimldatabricks-solutions/databricks-apps-cookbook183—~1.7kAutomated safety check: PassCustom licence
Ogham Recallogham-mcp/ogham-mcp115—~1kAutomated safety check: PassMIT

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    Agent WorkflowsAuto-check passed
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Questions about Flowflow Spaces

What does Flowflow Spaces do?

Use FlowFlow spaces safely through their scoped MCP server. An agent skill from mirkobozzetto/flowflow. Flowflow Spaces is an agent skill from mirkobozzetto/flowflow. Use FlowFlow spaces safely through their scoped MCP server.

When should I use Flowflow Spaces?

Flowflow Spaces fits situations like: tasks that involve Vector databases; tasks that involve MCP servers.

How do I install Flowflow Spaces in Claude Code?

Run `npx skills add mirkobozzetto/flowflow --skill flowflow-spaces -a claude-code`. Or copy the skill folder (skills/flowflow-spaces in mirkobozzetto/flowflow) into .claude/skills/flowflow-spaces in your project. Claude Code loads it when a task matches its description.

How do I install Flowflow Spaces in Codex?

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

Can I use Flowflow Spaces 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 mirkobozzetto/flowflow --skill flowflow-spaces -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/flowflow-spaces, .gemini/skills/flowflow-spaces, .github/skills/flowflow-spaces and .opencode/skills/flowflow-spaces in your project.

What does Flowflow Spaces need to run?

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

Does Flowflow Spaces 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 Flowflow Spaces 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 Flowflow Spaces use?

Flowflow Spaces is published under the EUPL-1.2 licence (the repository's licence).

How many tokens does Flowflow Spaces use?

About 1k tokens (SKILL.md is roughly 4.2k 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 3.4k tokens, read only when the agent opens those files.

What are the alternatives to Flowflow Spaces?

Skills that share tags, products or a category with Flowflow Spaces: Iphone Use (leeguooooo/iphone-use, 135 stars), Codebase Management (giancarloerra/SocratiCode, 3.3k stars), AgentSquad for Swift (2FastLabs/agent-squad, 7.8k stars) and Cookbook Aiml (databricks-solutions/databricks-apps-cookbook, 183 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Flowflow Spaces?

mirkobozzetto (a GitHub user) maintains it in mirkobozzetto/flowflow, which has 171 GitHub stars. The repository was last updated on October 8, 2026.

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