Web Application Testing
anthropics/skills
Tests local web applications with Python Playwright scripts, checking frontend behavior, capturing screenshots and reading browser console logs.
A skill your agent uses when the user wants to list, search, or inspect available SDG flows and data generation pipelines.
Install Flow Browser
$ npx skills add Red-Hat-AI-Innovation-Team/sdg_hub --skill flow-browser -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Red-Hat-AI-Innovation-Team/sdg_hub flow-browser --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/Red-Hat-AI-Innovation-Team/sdg_hub.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/flow-browser .claude/skills/flow-browser && 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 "flow-browser" agent skill from https://github.com/Red-Hat-AI-Innovation-Team/sdg_hub/tree/main/.claude/skills/flow-browser into .claude/skills/flow-browser/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flow-browser", 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/Red-Hat-AI-Innovation-Team/sdg_hub/tree/main/.claude/skills/flow-browserType 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 Red-Hat-AI-Innovation-Team/sdg_hub --skill flow-browser -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Red-Hat-AI-Innovation-Team/sdg_hub flow-browser --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Red-Hat-AI-Innovation-Team/sdg_hub.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/flow-browser .agents/skills/flow-browser && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "flow-browser" agent skill from https://github.com/Red-Hat-AI-Innovation-Team/sdg_hub/tree/main/.claude/skills/flow-browser into .agents/skills/flow-browser/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flow-browser", 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 Red-Hat-AI-Innovation-Team/sdg_hub --skill flow-browser -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Red-Hat-AI-Innovation-Team/sdg_hub flow-browser --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Red-Hat-AI-Innovation-Team/sdg_hub.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/flow-browser .cursor/skills/flow-browser && 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 "flow-browser" agent skill from https://github.com/Red-Hat-AI-Innovation-Team/sdg_hub/tree/main/.claude/skills/flow-browser into .cursor/skills/flow-browser/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flow-browser", 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/Red-Hat-AI-Innovation-Team/sdg_hub.git --path .claude/skills/flow-browser--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 Red-Hat-AI-Innovation-Team/sdg_hub --skill flow-browser -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Red-Hat-AI-Innovation-Team/sdg_hub flow-browser --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Red-Hat-AI-Innovation-Team/sdg_hub.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/flow-browser .gemini/skills/flow-browser && 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 "flow-browser" agent skill from https://github.com/Red-Hat-AI-Innovation-Team/sdg_hub/tree/main/.claude/skills/flow-browser into .gemini/skills/flow-browser/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flow-browser", 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 Red-Hat-AI-Innovation-Team/sdg_hub flow-browserInstalls 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 Red-Hat-AI-Innovation-Team/sdg_hub --skill flow-browser -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Red-Hat-AI-Innovation-Team/sdg_hub.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/flow-browser .github/skills/flow-browser && 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 "flow-browser" agent skill from https://github.com/Red-Hat-AI-Innovation-Team/sdg_hub/tree/main/.claude/skills/flow-browser into .github/skills/flow-browser/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flow-browser", 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 Red-Hat-AI-Innovation-Team/sdg_hub --skill flow-browser -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Red-Hat-AI-Innovation-Team/sdg_hub flow-browser --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Red-Hat-AI-Innovation-Team/sdg_hub.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/flow-browser .opencode/skills/flow-browser && 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 "flow-browser" agent skill from https://github.com/Red-Hat-AI-Innovation-Team/sdg_hub/tree/main/.claude/skills/flow-browser into .opencode/skills/flow-browser/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flow-browser", 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
flow-browser- GitHub stars
- 164
- Token cost
- ~343 tokens
- SKILL.md length
- 106 words
- Files
- 1
- Skills in repo
- 4
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
A skill your agent uses when the user wants to list, search, or inspect available SDG flows and data generation pipelines.
- Works in 2 steps: Check Environment → Route by Action
- The user wants to list
- SKILL.md covers Step 1: Check Environment and Step 2: Route by Action
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Flow Browser is an agent skill from Red-Hat-AI-Innovation-Team/sdg_hub. Use when the user wants to list, search, or inspect available SDG flows and data generation pipelines. Applies to browsing flow catalogs, finding flows by use case, or understanding what a specific flow does.
Its SKILL.md is about 340 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Testing & QA. The repository describes itself as: Synthetic Data Generation Toolkit for LLMs. The licence is Apache-2.0.
When your agent uses it
- The user wants to list
- Inspect available SDG flows and data generation pipelines
Example prompts
- “/flow-browser”
Requirements
- Pre-approved tools (allowed-tools): Bash(${CLAUDE_PLUGIN_ROOT}/scripts/sdg_flows.sh:*), Bash(${CLAUDE_PLUGIN_ROOT}/scripts/sdg_detect.sh:*)
Workflow steps
2 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit 31efcbe. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
Bash(${CLAUDE_PLUGIN_ROOT}/scripts/sdg_flows.sh:*)Bash(${CLAUDE_PLUGIN_ROOT}/scripts/sdg_detect.sh:*)
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
Flow Browser loads about 343 tokens when it runs. Until then it costs about 55 tokens; SKILL.md has 106 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 Red-Hat-AI-Innovation-Team/sdg_hub at commit 31efcbe, republished under its Apache-2.0 licence (© Red-Hat-AI-Innovation-Team). 106 words, ~343 tokens.
Download SKILL.mdSave it as
.claude/skills/flow-browser/SKILL.md (or your agent's skills folder).- name
- flow-browser
- description
- Use when the user wants to list, search, or inspect available SDG flows and data generation pipelines. Applies to browsing flow catalogs, finding flows by use case, or understanding what a specific flow does.
- allowed-tools
- Bash(${CLAUDE_PLUGIN_ROOT}/scripts/sdg_flows.sh:*), Bash(${CLAUDE_PLUGIN_ROOT}/scripts/sdg_detect.sh:*)
Flow Browser
Browse and inspect available synthetic data generation flows.
Step 1: Check Environment
"${CLAUDE_PLUGIN_ROOT}/scripts/sdg_detect.sh"If library=missing, tell the user to install sdg_hub first via the setup-guide skill.
Step 2: Route by Action
List all flows (default)
"${CLAUDE_PLUGIN_ROOT}/scripts/sdg_flows.sh" listPresent flows in a formatted table with name, description, and tags.
Search flows
"${CLAUDE_PLUGIN_ROOT}/scripts/sdg_flows.sh" search "<query>"Show matching flows. If no results, suggest broader search terms.
Inspect a flow
"${CLAUDE_PLUGIN_ROOT}/scripts/sdg_flows.sh" inspect "<flow>"Show detailed information:
- Flow name and description
- Block pipeline — ordered list of blocks in the flow
- Required columns — input dataset columns needed
- Usage example — suggest using the
data-generationskill with this flow
If no action is specified, default to list.
© Red-Hat-AI-Innovation-Team, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in .claude/skills/flow-browser of Red-Hat-AI-Innovation-Team/sdg_hub.
Open the folder on GitHubat commit 31efcbe
Compare with similar skills
Flow Browser 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 |
|---|---|---|---|---|---|---|
| Flow Browser this skillRed-Hat-AI-Innovation-Team/sdg_hub | 164 | — | ~343 | Automated safety check: Pass | Apache-2.0 | |
| Web Application Testinganthropics/skills | 180k | 51 repos | ~966 | Automated safety check: Pass | Apache-2.0 | |
| Diagnosing Bugsfossasia/eventyay-interpretation | 1.6k | 32 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| TDDpietheinstrengholt/rssmonster | 564 | 30 repos | ~906 | Automated safety check: Pass | MIT | |
| TDD WorkflowhellangleZ/burn-in-cceverywhere-ralph | 112 | 11 repos | ~2.4k | Automated safety check: Pass | None | |
| TDDsanity-io/sanity | 6.4k | 20 repos | ~1k | Automated safety check: Pass | MIT |
Similar skills
- Official
Diagnosing Bugs
fossasia/eventyay-interpretation
Diagnosis loop for hard bugs and performance regressions. An agent skill from fossasia/eventyay-interpretation.
TDD
pietheinstrengholt/rssmonster
Test-driven development. An agent skill from pietheinstrengholt/rssmonster.
TDD Workflow
hellangleZ/burn-in-cceverywhere-ralph
A skill your agent uses when writing new features, fixing bugs, or refactoring code.
- Official
TDD
sanity-io/sanity
Test-driven development with red-green-refactor loop. An agent skill from sanity-io/sanity.
Context Driven Development
Ibrahim-3d/orchestrator-supaconductor
A skill your agent uses when working with Conductor's context-driven development methodology, managing project context artifacts, or understanding the relationship between product.md, tech-stack.md…
More from Red-Hat-AI-Innovation-Team/sdg_hub
Synthetic Data Generation
Red-Hat-AI-Innovation-Team/sdg_hub
Generate synthetic data using sdghub with composable blocks and YAML flows.
Setup Guide
Red-Hat-AI-Innovation-Team/sdg_hub
A skill your agent uses when the user wants to set up synthetic data generation for the first time, or when sdghub is not yet installed/configured in the current environment.
Data Generation
Red-Hat-AI-Innovation-Team/sdg_hub
A skill your agent uses when the user wants to run synthetic data generation via scripts — detect environment, execute a flow, and present results.
Related
Categories
Questions about Flow Browser
What does Flow Browser do?
A skill your agent uses when the user wants to list, search, or inspect available SDG flows and data generation pipelines. Flow Browser is an agent skill from Red-Hat-AI-Innovation-Team/sdg_hub. Use when the user wants to list, search, or inspect available SDG flows and data generation pipelines.
When should I use Flow Browser?
Flow Browser fits situations like: the user wants to list; inspect available SDG flows and data generation pipelines.
How do I install Flow Browser in Claude Code?
Run `npx skills add Red-Hat-AI-Innovation-Team/sdg_hub --skill flow-browser -a claude-code`. Or copy the skill folder (.claude/skills/flow-browser in Red-Hat-AI-Innovation-Team/sdg_hub) into .claude/skills/flow-browser in your project. Claude Code loads it when a task matches its description.
How do I install Flow Browser in Codex?
Run `npx skills add Red-Hat-AI-Innovation-Team/sdg_hub --skill flow-browser -a codex`. Or copy the skill folder (.claude/skills/flow-browser in Red-Hat-AI-Innovation-Team/sdg_hub) into .agents/skills/flow-browser in your project. Codex loads it when a task matches its description.
Can I use Flow Browser 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 Red-Hat-AI-Innovation-Team/sdg_hub --skill flow-browser -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/flow-browser, .gemini/skills/flow-browser, .github/skills/flow-browser and .opencode/skills/flow-browser in your project.
What does Flow Browser need to run?
SKILL.md names no scripts, command-line tools or credentials: Flow Browser is instructions for the agent only. Its frontmatter pre-approves these tools: Bash(${CLAUDE_PLUGIN_ROOT}/scripts/sdg_flows.sh:*), Bash(${CLAUDE_PLUGIN_ROOT}/scripts/sdg_detect.sh:*).
Does Flow Browser 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 Flow Browser 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 Flow Browser use?
Flow Browser is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Flow Browser use?
About 343 tokens (SKILL.md is roughly 1.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Flow Browser?
Skills that share tags, products or a category with Flow Browser: Web Application Testing (anthropics/skills, 180k stars), Diagnosing Bugs (fossasia/eventyay-interpretation, 1.6k stars), TDD (pietheinstrengholt/rssmonster, 564 stars) and TDD Workflow (hellangleZ/burn-in-cceverywhere-ralph, 112 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Flow Browser?
Red-Hat-AI-Innovation-Team (a GitHub organization) maintains it in Red-Hat-AI-Innovation-Team/sdg_hub, which has 164 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on October 9, 2026.
Source: Red-Hat-AI-Innovation-Team/sdg_hub on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.