Data Visualization Discipline
daymade/claude-code-skills
数据可视化的判断层 SSOT——画任何图表、dashboard、看板之前先加载它，不是画完之后。管"该不该这么画"：这张图想让读者得出什么结论、用均值还是中位数、能不能聚合、堆叠还是折线、能不能上双轴、配色与颜色数量、同一实体跨图是否同色同位、表格该留几列。介质无关：HTML 报告页、React/Vue dashboard、PPT…
Maintain the Open-FDD React product SPA (frontend/web → openfdd-web).
Install Openfdd React Spa
$ npx skills add bbartling/open-fdd --skill openfdd-react-spa -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install bbartling/open-fdd openfdd-react-spa --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/bbartling/open-fdd.git skills-src && mkdir -p .claude/skills && cp -r skills-src/openfdd_agent_spec/skills/openfdd-react-spa .claude/skills/openfdd-react-spa && 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 "openfdd-react-spa" agent skill from https://github.com/bbartling/open-fdd/tree/master/openfdd_agent_spec/skills/openfdd-react-spa into .claude/skills/openfdd-react-spa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openfdd-react-spa", 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/bbartling/open-fdd/tree/master/openfdd_agent_spec/skills/openfdd-react-spaType 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 bbartling/open-fdd --skill openfdd-react-spa -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install bbartling/open-fdd openfdd-react-spa --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bbartling/open-fdd.git skills-src && mkdir -p .agents/skills && cp -r skills-src/openfdd_agent_spec/skills/openfdd-react-spa .agents/skills/openfdd-react-spa && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "openfdd-react-spa" agent skill from https://github.com/bbartling/open-fdd/tree/master/openfdd_agent_spec/skills/openfdd-react-spa into .agents/skills/openfdd-react-spa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openfdd-react-spa", 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 bbartling/open-fdd --skill openfdd-react-spa -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install bbartling/open-fdd openfdd-react-spa --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bbartling/open-fdd.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/openfdd_agent_spec/skills/openfdd-react-spa .cursor/skills/openfdd-react-spa && 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 "openfdd-react-spa" agent skill from https://github.com/bbartling/open-fdd/tree/master/openfdd_agent_spec/skills/openfdd-react-spa into .cursor/skills/openfdd-react-spa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openfdd-react-spa", 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/bbartling/open-fdd.git --path openfdd_agent_spec/skills/openfdd-react-spa--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 bbartling/open-fdd --skill openfdd-react-spa -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install bbartling/open-fdd openfdd-react-spa --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bbartling/open-fdd.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/openfdd_agent_spec/skills/openfdd-react-spa .gemini/skills/openfdd-react-spa && 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 "openfdd-react-spa" agent skill from https://github.com/bbartling/open-fdd/tree/master/openfdd_agent_spec/skills/openfdd-react-spa into .gemini/skills/openfdd-react-spa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openfdd-react-spa", 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 bbartling/open-fdd openfdd-react-spaInstalls 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 bbartling/open-fdd --skill openfdd-react-spa -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/bbartling/open-fdd.git skills-src && mkdir -p .github/skills && cp -r skills-src/openfdd_agent_spec/skills/openfdd-react-spa .github/skills/openfdd-react-spa && 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 "openfdd-react-spa" agent skill from https://github.com/bbartling/open-fdd/tree/master/openfdd_agent_spec/skills/openfdd-react-spa into .github/skills/openfdd-react-spa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openfdd-react-spa", 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 bbartling/open-fdd --skill openfdd-react-spa -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install bbartling/open-fdd openfdd-react-spa --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bbartling/open-fdd.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/openfdd_agent_spec/skills/openfdd-react-spa .opencode/skills/openfdd-react-spa && 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 "openfdd-react-spa" agent skill from https://github.com/bbartling/open-fdd/tree/master/openfdd_agent_spec/skills/openfdd-react-spa into .opencode/skills/openfdd-react-spa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openfdd-react-spa", 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
openfdd-react-spa- GitHub stars
- 172
- Token cost
- ~1.9k tokens
- SKILL.md length
- 813 words
- Files
- 1
- Skills in repo
- 23
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Maintain the Open-FDD React product SPA (frontend/web → openfdd-web).
- Works in 7 steps: Browser → central Rust /api only.… → FDD math stays in DataFusion SQL… → Shared palette:… → …
- Editing Overview
- SKILL.md covers When to use, Rules, Key files and Anti-patterns, plus 2 more sections
- Calls npm
What it does
Openfdd React Spa is an agent skill from bbartling/open-fdd. Maintain the Open-FDD React product SPA (frontend/web → openfdd-web). Use when editing Overview, Inspect, FDD Plots, RCx, Mapping, Operations, Sites, auth UI, health matrices, or client Plotly charts against central /api (DataFusion).
Its SKILL.md is about 1.9k 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 Data & Analytics, covering Data visualization. It works with React, Plotly and SQL. The repository describes itself as: Fault Detection Diagnostics (FDD) for HVAC datasets.
When your agent uses it
- Editing Overview
- Health matrices
- Client Plotly charts against central /api (DataFusion)
Example prompts
- “/openfdd-react-spa”
Requirements
- Python 3
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- Browser → central Rust /api only. Overview data from /api/analytics/*
- FDD math stays in DataFusion SQL (sql_rules/). TypeScript builds figures only.
- Shared palette: frontend/web/src/api/plotlyTheme.ts (RAINBOW_PALETTE).
- No bench secrets, credential paths, or privileged username prefill on login.
- Prefer Vitest unit tests next to changed modules; Playwright for smoke when needed.
- Do not add Python to the product SPA or depend on open_fdd at runtime.
- Overview = tables + health matrices (AHU / chiller / boiler / HP / VAV).
What it can do on your machine
Read from SKILL.md and the folder at commit f6154b7. 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
Shell commands in SKILL.md call:
npm
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use npm, which can reach the network depending on how they are called.
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
Openfdd React Spa loads about 1.9k tokens when it runs. Until then it costs about 63 tokens; SKILL.md has 813 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 813 words (~1,876 tokens).
“via fetchCentralOverview — never invent a pandas/oracle product path.”
- name
- openfdd-react-spa
Files
Just SKILL.md in openfdd_agent_spec/skills/openfdd-react-spa of bbartling/open-fdd.
Open the folder on GitHubat commit f6154b7
Compare with similar skills
Openfdd React Spa 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 |
|---|---|---|---|---|---|---|
| Openfdd React Spa this skillbbartling/open-fdd | 172 | — | ~1.9k | Automated safety check: Pass | Custom licence | |
| Data Visualization Disciplinedaymade/claude-code-skills | 1.4k | — | ~9k | Automated safety check: Pass | MIT | |
| MatplotlibzLanqing/codex-claude-academic-skills | 4.6k | 17 repos | ~2.9k | Automated safety check: Pass | MIT | |
| Scientific Visualizationmims-harvard/OptimusKG | 146 | 19 repos | ~6.3k | Automated safety check: Pass | MIT | |
| SeabornzLanqing/codex-claude-academic-skills | 4.6k | 16 repos | ~4.9k | Automated safety check: Pass | BSD-3-Clause | |
| D3 Vizcalesthio/OpenMontage | 65k | 3 repos | ~5.4k | Automated safety check: Pass | AGPL-3.0 |
Similar skills
Matplotlib
zLanqing/codex-claude-academic-skills
Low-level plotting library for full customization. An agent skill from zLanqing/codex-claude-academic-skills.
Scientific Visualization
mims-harvard/OptimusKG
Create publication figures with matplotlib/seaborn/plotly. An agent skill from mims-harvard/OptimusKG.
Seaborn
zLanqing/codex-claude-academic-skills
Statistical visualization with pandas integration. An agent skill from zLanqing/codex-claude-academic-skills.
D3 Viz
calesthio/OpenMontage
Creating interactive data visualisations using d3.js. An agent skill from calesthio/OpenMontage.
Academic Figure Skill
TingxiYu/academic-figure-skill
Academic-grade scientific figure creation for Nature/Cell/Science journals.
More from bbartling/open-fdd
All 23 skills in this repoArchitecture Design Review
bbartling/open-fdd
A skill your agent uses to evaluate architecture, design proposals, refactors, module boundaries, dependency direction, data flow, concurrency model, and maintainability tradeoffs across any codebase.
Codebase Research Pass
bbartling/open-fdd
A skill your agent uses for structured research on an unfamiliar or complex codebase before planning, reviewing, or editing.
External Source Research
bbartling/open-fdd
A skill your agent uses when implementation or review depends on external documentation, standards, protocols, APIs, SDKs, changelogs, or version-specific behavior.
Multi Agent PR Review
bbartling/open-fdd
A skill your agent uses for rigorous pull request, branch, patch, or diff review.
Performance Ab Benchmark Review
bbartling/open-fdd
A skill your agent uses to design, run, or review performance work with reproducible A/B baselines.
Spec Contract Compliance Review
bbartling/open-fdd
A skill your agent uses to compare any codebase against a specification, API contract, protocol, policy, RFC, security baseline, or product requirements document.
Related
Categories
Questions about Openfdd React Spa
What does Openfdd React Spa do?
Maintain the Open-FDD React product SPA (frontend/web → openfdd-web). Openfdd React Spa is an agent skill from bbartling/open-fdd. Maintain the Open-FDD React product SPA (frontend/web → openfdd-web).
When should I use Openfdd React Spa?
Openfdd React Spa fits situations like: editing Overview; health matrices; client Plotly charts against central /api (DataFusion).
How do I install Openfdd React Spa in Claude Code?
Run `npx skills add bbartling/open-fdd --skill openfdd-react-spa -a claude-code`. Or copy the skill folder (openfdd_agent_spec/skills/openfdd-react-spa in bbartling/open-fdd) into .claude/skills/openfdd-react-spa in your project. Claude Code loads it when a task matches its description.
How do I install Openfdd React Spa in Codex?
Run `npx skills add bbartling/open-fdd --skill openfdd-react-spa -a codex`. Or copy the skill folder (openfdd_agent_spec/skills/openfdd-react-spa in bbartling/open-fdd) into .agents/skills/openfdd-react-spa in your project. Codex loads it when a task matches its description.
Can I use Openfdd React Spa 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 bbartling/open-fdd --skill openfdd-react-spa -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/openfdd-react-spa, .gemini/skills/openfdd-react-spa, .github/skills/openfdd-react-spa and .opencode/skills/openfdd-react-spa in your project.
What does Openfdd React Spa need to run?
Going by SKILL.md and its folder, Openfdd React Spa needs the command-line tools its instructions call (npm). Our summary lists: Python 3.
Does Openfdd React Spa access the network?
SKILL.md contains no URLs. Its commands use npm, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Openfdd React Spa 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 Openfdd React Spa use?
Openfdd React Spa has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Openfdd React Spa use?
About 1.9k tokens (SKILL.md is roughly 7.5k 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 Openfdd React Spa?
Skills that share tags, products or a category with Openfdd React Spa: Data Visualization Discipline (daymade/claude-code-skills, 1.4k stars), Matplotlib (zLanqing/codex-claude-academic-skills, 4.6k stars), Scientific Visualization (mims-harvard/OptimusKG, 146 stars) and Seaborn (zLanqing/codex-claude-academic-skills, 4.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Openfdd React Spa?
bbartling (a GitHub user) maintains it in bbartling/open-fdd, which has 172 GitHub stars. The repository holds 23 skills in this directory. The repository was last updated on October 6, 2026.
Source: bbartling/open-fdd on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.