Matplotlib
zLanqing/codex-claude-academic-skills
Low-level plotting library for full customization. An agent skill from zLanqing/codex-claude-academic-skills.
Convert a business question into a complete dashboard specification.
Install Dashboard Brief
$ npx skills add mohitagw15856/pm-claude-skills --skill dashboard-brief -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mohitagw15856/pm-claude-skills dashboard-brief --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/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/dashboard-brief .claude/skills/dashboard-brief && 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 "dashboard-brief" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/dashboard-brief into .claude/skills/dashboard-brief/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dashboard-brief", 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/mohitagw15856/pm-claude-skills/tree/main/skills/dashboard-briefType 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 mohitagw15856/pm-claude-skills --skill dashboard-brief -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mohitagw15856/pm-claude-skills dashboard-brief --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/dashboard-brief .agents/skills/dashboard-brief && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "dashboard-brief" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/dashboard-brief into .agents/skills/dashboard-brief/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dashboard-brief", 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 mohitagw15856/pm-claude-skills --skill dashboard-brief -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mohitagw15856/pm-claude-skills dashboard-brief --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/dashboard-brief .cursor/skills/dashboard-brief && 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 "dashboard-brief" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/dashboard-brief into .cursor/skills/dashboard-brief/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dashboard-brief", 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/mohitagw15856/pm-claude-skills.git --path skills/dashboard-brief--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 mohitagw15856/pm-claude-skills --skill dashboard-brief -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mohitagw15856/pm-claude-skills dashboard-brief --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/dashboard-brief .gemini/skills/dashboard-brief && 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 "dashboard-brief" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/dashboard-brief into .gemini/skills/dashboard-brief/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dashboard-brief", 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 mohitagw15856/pm-claude-skills dashboard-briefInstalls 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 mohitagw15856/pm-claude-skills --skill dashboard-brief -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/dashboard-brief .github/skills/dashboard-brief && 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 "dashboard-brief" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/dashboard-brief into .github/skills/dashboard-brief/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dashboard-brief", 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 mohitagw15856/pm-claude-skills --skill dashboard-brief -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mohitagw15856/pm-claude-skills dashboard-brief --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/dashboard-brief .opencode/skills/dashboard-brief && 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 "dashboard-brief" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/dashboard-brief into .opencode/skills/dashboard-brief/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dashboard-brief", 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
dashboard-brief- GitHub stars
- 1.4k
- Token cost
- ~1.2k tokens
- SKILL.md length
- 561 words
- Files
- 1
- Skills in repo
- 1,348
- Repo updated
- First seen
- Licence
- MIT
At a glance
Convert a business question into a complete dashboard specification.
- Asked to design a dashboard
- SKILL.md covers Required Inputs, Output Structure, Section 1: Key Metrics (KPI… and Section 2: Charts &…, plus 7 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Create a dashboard spec
What it does
Dashboard Brief is an agent skill from mohitagw15856/pm-claude-skills. Convert a business question into a complete dashboard specification. Use when asked to design a dashboard, create a dashboard spec or brief, plan a BI report, or define what charts and metrics a dashboard should include. Produces a structured spec with metrics, dimensions, chart types, filters, and layout guidance.
Its SKILL.md is about 1.2k 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. The repository describes itself as: 1255 professional Agent Skills for Claude, ChatGPT, Gemini, Cursor & Codex — PRDs, postmortems, leases, medical bills, layoffs, go-bags, new countries. Plain markdown, MIT, in… The licence is MIT.
When your agent uses it
- Asked to design a dashboard
- Create a dashboard spec
- Plan a BI report
- Define what charts and metrics a dashboard should include
Example prompts
- “/dashboard-brief”
What it can do on your machine
Read from SKILL.md and the folder at commit 1cbf1f0. 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
Dashboard Brief loads about 1.2k tokens when it runs. Until then it costs about 83 tokens; SKILL.md has 561 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 mohitagw15856/pm-claude-skills at commit 1cbf1f0, republished under its MIT licence (© mohitagw15856). 561 words, ~1,214 tokens.
Download SKILL.mdSave it as
.claude/skills/dashboard-brief/SKILL.md (or your agent's skills folder).- name
- dashboard-brief
- description
- Convert a business question into a complete dashboard specification. Use when asked to design a dashboard, create a dashboard spec or brief, plan a BI report, or define what charts and metrics a dashboard should include. Produces a structured spec with metrics, dimensions, chart types, filters, and layout guidance.
Dashboard Brief Skill
This skill converts a business question or monitoring need into a complete, implementation-ready dashboard specification. The output gives a data engineer or BI developer everything they need to build without a follow-up meeting.
Required Inputs
Ask the user for these if not provided:
- The business question this dashboard should answer (e.g. "How is our activation funnel performing this week?")
- Primary audience (exec / product team / operations / customer success / engineering)
- Refresh cadence (real-time / hourly / daily / weekly)
- Data sources available (e.g. Postgres, BigQuery, Mixpanel, Salesforce, Jira)
- BI tool being used (Looker / Metabase / Tableau / Power BI / Grafana / Custom / Unknown)
Output Structure
Dashboard Brief: [Dashboard Name]
Business Question: [The question this dashboard answers — verbatim from inputs or refined] Audience: [Who uses this] Refresh Rate: [Real-time / Hourly / Daily / Weekly] Data Sources: [List] BI Tool: [Tool or Unknown]
Section 1: Key Metrics (KPI Cards)
List the headline numbers that should appear at the top of the dashboard as KPI cards.
| Metric | Definition | Data Source | Comparison |
|---|---|---|---|
| [Metric name] | [How it's calculated] | [Table/source] | [vs. last week / vs. target / MoM] |
Aim for 3–6 KPI cards. More than 6 is noise.
Section 2: Charts & Visualisations
For each chart, specify:
Chart [N]: [Chart Title]
- Chart type: [Line / Bar / Stacked bar / Pie / Funnel / Heatmap / Table / Scatter]
- Why this chart type: [One sentence — why this type suits this data]
- X-axis / Rows: [Dimension — e.g. Date, User segment, Product]
- Y-axis / Values: [Metric — e.g. Count of active users, Revenue]
- Breakdown/colour: [Optional secondary dimension — e.g. by Plan tier, by Channel]
- Data source: [Table or source]
- Filters: [Any default filters applied — e.g. "Exclude internal test accounts"]
- Key insight to surface: [What pattern or signal this chart should help the viewer spot]
Section 3: Filters & Controls
Global filters available to dashboard viewers:
| Filter | Type | Default | Options |
|---|---|---|---|
| Date range | Date picker | Last 30 days | Custom |
| [Segment filter] | Dropdown | All | [List relevant values] |
| [Other filter] | Multi-select | All | [List relevant values] |
Section 4: Layout Recommendation
Describe the dashboard layout in plain terms:
[ROW 1 — KPI Cards]: [Metric 1] | [Metric 2] | [Metric 3] | [Metric 4]
[ROW 2 — Primary chart, full width]: [Chart name]
[ROW 3 — Two charts side by side]: [Chart A] | [Chart B]
[ROW 4 — Supporting table, full width]: [Table name]Show full SKILL.md (239 more words)Show less
Section 5: Data Requirements
List any data transformations, joins, or derived fields needed:
| Derived Field | Logic | Source Tables |
|---|---|---|
| [Field name] | [How it's calculated] | [Tables involved] |
Flag any fields that may not exist in current data infrastructure.
Section 6: Access & Ownership
- Dashboard owner: [Leave for user to fill]
- Who can edit: [Leave for user to fill]
- Who can view: [Leave for user to fill]
- Review cadence: [When should this dashboard be reviewed for relevance?]
Quality Checks
- Every chart has a stated "key insight to surface" — not just "show the data"
- KPI cards are 3–6 (not more)
- Chart types are justified
- Layout follows visual hierarchy (summary → detail)
- Data requirements section flags any missing fields
- Filters are practical and don't require IT to configure
Anti-Patterns
- Do not specify metrics that the available data sources cannot actually support — always validate data availability
- Do not include more than 8–10 primary metrics on a single dashboard — more creates noise, not insight
- Do not skip the primary business question — a dashboard without a north-star question becomes a vanity metrics display
- Do not choose chart types for aesthetic reasons — every chart type must match the data relationship it represents
- Do not leave filter configurations vague — specify exact filter values, not just filter categories
Example Trigger Phrases
- "Design a dashboard to track [business process]"
- "Give me a spec for a [team] performance dashboard"
- "What should go on a [topic] dashboard?"
- "Write a dashboard brief for our [metric] monitoring"
© mohitagw15856, MIT. 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 skills/dashboard-brief of mohitagw15856/pm-claude-skills.
Open the folder on GitHubat commit 1cbf1f0
Compare with similar skills
Dashboard Brief 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 |
|---|---|---|---|---|---|---|
| Dashboard Brief this skillmohitagw15856/pm-claude-skills | 1.4k | — | ~1.2k | Automated safety check: Pass | MIT | |
| MatplotlibzLanqing/codex-claude-academic-skills | 4.7k | 17 repos | ~2.9k | Automated safety check: Pass | MIT | |
| Exploratory Data Analysisspacering-net/codeg | 3.9k | 14 repos | ~3.6k | Automated safety check: Pass | MIT | |
| Scikit LearnzLanqing/codex-claude-academic-skills | 4.7k | 16 repos | ~3.9k | Automated safety check: Pass | BSD-3-Clause | |
| Chart Visualizationbytedance/deer-flow | 84k | 1 repos | ~840 | Automated safety check: Pass | MIT | |
| TimesFM Forecastinggoogle-research/timesfm | 34k | — | ~4.7k | Automated safety check: Pass | Apache-2.0 |
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Related
Categories
Questions about Dashboard Brief
What does Dashboard Brief do?
Convert a business question into a complete dashboard specification. Dashboard Brief is an agent skill from mohitagw15856/pm-claude-skills. Convert a business question into a complete dashboard specification.
When should I use Dashboard Brief?
Dashboard Brief fits situations like: asked to design a dashboard; create a dashboard spec; plan a BI report; define what charts and metrics a dashboard should include.
How do I install Dashboard Brief in Claude Code?
Run `npx skills add mohitagw15856/pm-claude-skills --skill dashboard-brief -a claude-code`. Or copy the skill folder (skills/dashboard-brief in mohitagw15856/pm-claude-skills) into .claude/skills/dashboard-brief in your project. Claude Code loads it when a task matches its description.
How do I install Dashboard Brief in Codex?
Run `npx skills add mohitagw15856/pm-claude-skills --skill dashboard-brief -a codex`. Or copy the skill folder (skills/dashboard-brief in mohitagw15856/pm-claude-skills) into .agents/skills/dashboard-brief in your project. Codex loads it when a task matches its description.
Can I use Dashboard Brief 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 mohitagw15856/pm-claude-skills --skill dashboard-brief -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/dashboard-brief, .gemini/skills/dashboard-brief, .github/skills/dashboard-brief and .opencode/skills/dashboard-brief in your project.
What does Dashboard Brief need to run?
SKILL.md names no scripts, command-line tools or credentials: Dashboard Brief is instructions for the agent only.
Does Dashboard Brief 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 Dashboard Brief 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 Dashboard Brief use?
Dashboard Brief is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Dashboard Brief use?
About 1.2k tokens (SKILL.md is roughly 4.9k 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 Dashboard Brief?
Skills that share tags, products or a category with Dashboard Brief: Matplotlib (zLanqing/codex-claude-academic-skills, 4.7k stars), Exploratory Data Analysis (spacering-net/codeg, 3.9k stars), Scikit Learn (zLanqing/codex-claude-academic-skills, 4.7k stars) and Chart Visualization (bytedance/deer-flow, 84k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Dashboard Brief?
mohitagw15856 (a GitHub user) maintains it in mohitagw15856/pm-claude-skills, which has 1,434 GitHub stars. The repository holds 1,348 skills in this directory. The repository was last updated on October 9, 2026.
Source: mohitagw15856/pm-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.