Building Streamlit Dashboards
iusztinpaul/designing-real-world-ai-agents-workshop
Building dashboards in Streamlit. An agent skill from iusztinpaul/designing-real-world-ai-agents-workshop.
Designs effective KPI dashboards with proper metric selection, visual hierarchy, and data visualization best practices.
$ npx skills add secondsky/claude-skills --skill kpi-dashboard-design -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install secondsky/claude-skills kpi-dashboard-design --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/secondsky/claude-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/kpi-dashboard-design/skills/kpi-dashboard-design .claude/skills/kpi-dashboard-design && 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 "kpi-dashboard-design" agent skill from https://github.com/secondsky/claude-skills/tree/main/plugins/kpi-dashboard-design/skills/kpi-dashboard-design into .claude/skills/kpi-dashboard-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kpi-dashboard-design", 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/secondsky/claude-skills/tree/main/plugins/kpi-dashboard-design/skills/kpi-dashboard-designType 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 secondsky/claude-skills --skill kpi-dashboard-design -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install secondsky/claude-skills kpi-dashboard-design --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/secondsky/claude-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/kpi-dashboard-design/skills/kpi-dashboard-design .agents/skills/kpi-dashboard-design && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "kpi-dashboard-design" agent skill from https://github.com/secondsky/claude-skills/tree/main/plugins/kpi-dashboard-design/skills/kpi-dashboard-design into .agents/skills/kpi-dashboard-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kpi-dashboard-design", 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 secondsky/claude-skills --skill kpi-dashboard-design -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install secondsky/claude-skills kpi-dashboard-design --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/secondsky/claude-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/kpi-dashboard-design/skills/kpi-dashboard-design .cursor/skills/kpi-dashboard-design && 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 "kpi-dashboard-design" agent skill from https://github.com/secondsky/claude-skills/tree/main/plugins/kpi-dashboard-design/skills/kpi-dashboard-design into .cursor/skills/kpi-dashboard-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kpi-dashboard-design", 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/secondsky/claude-skills.git --path plugins/kpi-dashboard-design/skills/kpi-dashboard-design--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 secondsky/claude-skills --skill kpi-dashboard-design -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install secondsky/claude-skills kpi-dashboard-design --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/secondsky/claude-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/kpi-dashboard-design/skills/kpi-dashboard-design .gemini/skills/kpi-dashboard-design && 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 "kpi-dashboard-design" agent skill from https://github.com/secondsky/claude-skills/tree/main/plugins/kpi-dashboard-design/skills/kpi-dashboard-design into .gemini/skills/kpi-dashboard-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kpi-dashboard-design", 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 secondsky/claude-skills kpi-dashboard-designInstalls 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 secondsky/claude-skills --skill kpi-dashboard-design -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/secondsky/claude-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/kpi-dashboard-design/skills/kpi-dashboard-design .github/skills/kpi-dashboard-design && 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 "kpi-dashboard-design" agent skill from https://github.com/secondsky/claude-skills/tree/main/plugins/kpi-dashboard-design/skills/kpi-dashboard-design into .github/skills/kpi-dashboard-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kpi-dashboard-design", 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 secondsky/claude-skills --skill kpi-dashboard-design -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install secondsky/claude-skills kpi-dashboard-design --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/secondsky/claude-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/kpi-dashboard-design/skills/kpi-dashboard-design .opencode/skills/kpi-dashboard-design && 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 "kpi-dashboard-design" agent skill from https://github.com/secondsky/claude-skills/tree/main/plugins/kpi-dashboard-design/skills/kpi-dashboard-design into .opencode/skills/kpi-dashboard-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kpi-dashboard-design", 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.
kpi-dashboard-designDesigns effective KPI dashboards with proper metric selection, visual hierarchy, and data visualization best practices.
Kpi Dashboard Design is an agent skill from secondsky/claude-skills. Designs effective KPI dashboards with proper metric selection, visual hierarchy, and data visualization best practices. Use when building executive dashboards, creating analytics views, or presenting business metrics.
Its SKILL.md is about 690 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 Business, Finance & HR, covering OKRs and executive reporting. The repository describes itself as: Production-ready skills for Claude Code CLI - Cloudflare, React, Tailwind v4, and AI integrations. The licence is MIT.
Read from SKILL.md and the folder at commit 8837836. 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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are css).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
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.
Kpi Dashboard Design loads about 687 tokens when it runs. Until then it costs about 60 tokens; SKILL.md has 165 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); files beside SKILL.md are not scanned.
The full file from secondsky/claude-skills at commit 8837836, republished under its MIT licence (© secondsky). 165 words, ~687 tokens.
.claude/skills/kpi-dashboard-design/SKILL.md (or your agent's skills folder).Design effective dashboards that communicate key metrics clearly.
Good KPIs are:
| Goal | KPIs |
|---|---|
| Revenue | MRR, ARR, Revenue Growth |
| Acquisition | CAC, New Users, Conversion Rate |
| Retention | Churn Rate, NPS, DAU/MAU |
| Efficiency | LTV:CAC, Burn Rate |
| Quality | Error Rate, Response Time |
┌─────────────────────────────────────────────────┐
│ Executive Summary │
│ [Revenue ▲12%] [Users ▲8%] [Churn ▼2%] │
├─────────────────────┬───────────────────────────┤
│ │ │
│ Revenue Trend │ User Acquisition │
│ (Line Chart) │ (Bar Chart) │
│ │ │
├─────────────────────┼───────────────────────────┤
│ │ │
│ Retention Funnel │ Top Products │
│ (Funnel Chart) │ (Table) │
│ │ │
└─────────────────────┴───────────────────────────┘/* Traffic light colors for status */
.metric-good { color: #22c55e; } /* Green */
.metric-warning { color: #f59e0b; } /* Amber */
.metric-bad { color: #ef4444; } /* Red */
/* Visual hierarchy */
.metric-primary {
font-size: 2.5rem;
font-weight: 700;
}
.metric-secondary {
font-size: 1.5rem;
font-weight: 500;
}| Data Type | Chart |
|---|---|
| Trend over time | Line chart |
| Comparison | Bar chart |
| Composition | Pie/Donut |
| Distribution | Histogram |
| Correlation | Scatter plot |
| Funnel stages | Funnel chart |
© secondsky, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in plugins/kpi-dashboard-design/skills/kpi-dashboard-design of secondsky/claude-skills.
Open the folder on GitHubat commit 8837836
Kpi Dashboard Design 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 |
|---|---|---|---|---|---|---|
| Kpi Dashboard Design this skillsecondsky/claude-skills | 227 | — | ~687 | Automated safety check: Pass | MIT | |
| Building Streamlit Dashboardsiusztinpaul/designing-real-world-ai-agents-workshop | 513 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| Business Overview Analysiszj-unicom-ai/UniEmployee | 358 | — | ~662 | Automated safety check: Pass | MIT | |
| Kpi Dashboard Designaiskillstore/marketplace | 430 | 11 repos | ~3.5k | Automated safety check: Pass | None | |
| SVG Visualsdata-goblin/power-bi-agentic-development | 1k | — | ~4.3k | Automated safety check: Pass | GPL-3.0 | |
| Ops Metrics Analysiszj-unicom-ai/UniEmployee | 358 | — | ~473 | Automated safety check: Pass | MIT |
iusztinpaul/designing-real-world-ai-agents-workshop
Building dashboards in Streamlit. An agent skill from iusztinpaul/designing-real-world-ai-agents-workshop.
zj-unicom-ai/UniEmployee
Produces a full business health analysis from sales, finance, inventory and customer CSV files: core KPIs, monthly trends, drill-downs and recommendations.
aiskillstore/marketplace
Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns.
data-goblin/power-bi-agentic-development
SVG generation via DAX measures and extension measures with ImageUrl data category for inline visualizations in PBIR reports, including ready templates for matrix and table cells, new card images…
zj-unicom-ai/UniEmployee
运营指标分析技能。当用户询问网络运营指标、KPI、接通率、掉线率、时延、SLA 达标率、趋势对比、环比周报月报,或报告指标异常时使用。
indranilbanerjee/digital-marketing-pro
Turn marketing data into a stakeholder-ready performance report: executive summary, channel-by-channel KPI dashboard, trend analysis, anomaly alerts with root-cause hypotheses, and recommendations…
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secondsky/claude-skills
This skill should be used when the user asks to "upload images to Cloudflare", "implement direct creator upload", "configure image transformations", "optimize WebP/AVIF", "create image variants"…
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Categories
Designs effective KPI dashboards with proper metric selection, visual hierarchy, and data visualization best practices. Kpi Dashboard Design is an agent skill from secondsky/claude-skills. Designs effective KPI dashboards with proper metric selection, visual hierarchy, and data visualization best practices.
Kpi Dashboard Design fits situations like: building executive dashboards; creating analytics views; presenting business metrics.
Run `npx skills add secondsky/claude-skills --skill kpi-dashboard-design -a claude-code`. Or copy the skill folder (plugins/kpi-dashboard-design/skills/kpi-dashboard-design in secondsky/claude-skills) into .claude/skills/kpi-dashboard-design in your project. Claude Code loads it when a task matches its description.
Run `npx skills add secondsky/claude-skills --skill kpi-dashboard-design -a codex`. Or copy the skill folder (plugins/kpi-dashboard-design/skills/kpi-dashboard-design in secondsky/claude-skills) into .agents/skills/kpi-dashboard-design 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 secondsky/claude-skills --skill kpi-dashboard-design -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/kpi-dashboard-design, .gemini/skills/kpi-dashboard-design, .github/skills/kpi-dashboard-design and .opencode/skills/kpi-dashboard-design in your project.
SKILL.md names no scripts, command-line tools or credentials: Kpi Dashboard Design is instructions for the agent only.
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.
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.
Kpi Dashboard Design is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 687 tokens (SKILL.md is roughly 2.7k 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 Kpi Dashboard Design: Building Streamlit Dashboards (iusztinpaul/designing-real-world-ai-agents-workshop, 513 stars), Business Overview Analysis (zj-unicom-ai/UniEmployee, 358 stars), Kpi Dashboard Design (aiskillstore/marketplace, 430 stars) and SVG Visuals (data-goblin/power-bi-agentic-development, 1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
secondsky (a GitHub user) maintains it in secondsky/claude-skills, which has 227 GitHub stars. The repository holds 169 skills in this directory. The repository was last updated on September 28, 2026.
Source: secondsky/claude-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.