Agent skill

Dashboard Builder

Build monitoring dashboards that answer real operator questions for Grafana, SigNoz, and similar platforms.

Install Dashboard Builder

skills CLI

$ npx skills add aAAaqwq/AGI-Super-Team --skill dashboard-builder -a claude-code

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

GitHub CLI

$ gh skill install aAAaqwq/AGI-Super-Team dashboard-builder --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/aAAaqwq/AGI-Super-Team.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/dashboard-builder .claude/skills/dashboard-builder && 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/

Paste into Claude Code

Install the "dashboard-builder" agent skill from https://github.com/aAAaqwq/AGI-Super-Team/tree/main/skills/dashboard-builder into .claude/skills/dashboard-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dashboard-builder", 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

$skill-installer install https://github.com/aAAaqwq/AGI-Super-Team/tree/main/skills/dashboard-builder

Type 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.

skills CLI

$ npx skills add aAAaqwq/AGI-Super-Team --skill dashboard-builder -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install aAAaqwq/AGI-Super-Team dashboard-builder --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/aAAaqwq/AGI-Super-Team.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/dashboard-builder .agents/skills/dashboard-builder && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "dashboard-builder" agent skill from https://github.com/aAAaqwq/AGI-Super-Team/tree/main/skills/dashboard-builder into .agents/skills/dashboard-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dashboard-builder", 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.

skills CLI

$ npx skills add aAAaqwq/AGI-Super-Team --skill dashboard-builder -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install aAAaqwq/AGI-Super-Team dashboard-builder --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/aAAaqwq/AGI-Super-Team.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/dashboard-builder .cursor/skills/dashboard-builder && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "dashboard-builder" agent skill from https://github.com/aAAaqwq/AGI-Super-Team/tree/main/skills/dashboard-builder into .cursor/skills/dashboard-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dashboard-builder", 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

$ gemini skills install https://github.com/aAAaqwq/AGI-Super-Team.git --path skills/dashboard-builder

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add aAAaqwq/AGI-Super-Team --skill dashboard-builder -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install aAAaqwq/AGI-Super-Team dashboard-builder --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/aAAaqwq/AGI-Super-Team.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/dashboard-builder .gemini/skills/dashboard-builder && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "dashboard-builder" agent skill from https://github.com/aAAaqwq/AGI-Super-Team/tree/main/skills/dashboard-builder into .gemini/skills/dashboard-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dashboard-builder", 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.

GitHub CLI

$ gh skill install aAAaqwq/AGI-Super-Team dashboard-builder

Installs 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).

skills CLI

$ npx skills add aAAaqwq/AGI-Super-Team --skill dashboard-builder -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/aAAaqwq/AGI-Super-Team.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/dashboard-builder .github/skills/dashboard-builder && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "dashboard-builder" agent skill from https://github.com/aAAaqwq/AGI-Super-Team/tree/main/skills/dashboard-builder into .github/skills/dashboard-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dashboard-builder", 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.

skills CLI

$ npx skills add aAAaqwq/AGI-Super-Team --skill dashboard-builder -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install aAAaqwq/AGI-Super-Team dashboard-builder --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/aAAaqwq/AGI-Super-Team.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/dashboard-builder .opencode/skills/dashboard-builder && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "dashboard-builder" agent skill from https://github.com/aAAaqwq/AGI-Super-Team/tree/main/skills/dashboard-builder into .opencode/skills/dashboard-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dashboard-builder", 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-builder
GitHub stars: 105
Used in: 3 other repos
Token cost: ~586 tokens
SKILL.md length: 269 words
Files: 1
Skills in repo: 167
Repo updated: Oct 8, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Build monitoring dashboards that answer real operator questions for Grafana, SigNoz, and similar platforms.

Works in 4 steps: Define the operating questions → Study the target platform schema → Build the minimum useful board → …
Turning metrics into a working dashboard instead of a vanity board
SKILL.md covers When to Use, Guardrails, Workflow and Example Panel Sets, plus 2 more sections
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Dashboard Builder is an agent skill from aAAaqwq/AGI-Super-Team. Build monitoring dashboards that answer real operator questions for Grafana, SigNoz, and similar platforms. Use when turning metrics into a working dashboard instead of a vanity board.

Its SKILL.md is about 590 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 DevOps & Cloud, covering Monitoring and alerting. It works with Grafana. The repository describes itself as: An installable, cross-framework AI organization: C-suite agents, expert subagents, curated skills, independent review, and one-command setup across 18 AI client/runtime adapters. The licence is MIT.

When your agent uses it

Turning metrics into a working dashboard instead of a vanity board
Tasks that involve Monitoring and alerting

Example prompts

“/dashboard-builder”

Workflow steps

4 steps, taken from the step headings in SKILL.md.

Define the operating questions
Study the target platform schema
Build the minimum useful board
Cut vanity panels

What it can do on your machine

Read from SKILL.md and the folder at commit 331ecd3. 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 Builder loads about 586 tokens when it runs. Until then it costs about 51 tokens; SKILL.md has 269 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~51
When it runs · the whole SKILL.md, loaded when a task matches: ~586

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 aAAaqwq/AGI-Super-Team at commit 331ecd3, republished under its MIT licence (© aAAaqwq). 269 words, ~586 tokens.

Download SKILL.mdSave it as .claude/skills/dashboard-builder/SKILL.md (or your agent's skills folder).

name: dashboard-builder
description: Build monitoring dashboards that answer real operator questions for Grafana, SigNoz, and similar platforms. Use when turning metrics into a working dashboard instead of a vanity board.
origin: ECC direct-port adaptation
version: 1.0.0

Dashboard Builder

Use this when the task is to build a dashboard people can operate from.

The goal is not "show every metric." The goal is to answer:

is it healthy?
where is the bottleneck?
what changed?
what action should someone take?

When to Use

"Build a Kafka monitoring dashboard"
"Create a Grafana dashboard for Elasticsearch"
"Make a SigNoz dashboard for this service"
"Turn this metrics list into a real operational dashboard"

Guardrails

do not start from visual layout; start from operator questions
do not include every available metric just because it exists
do not mix health, throughput, and resource panels without structure
do not ship panels without titles, units, and sane thresholds

Workflow

1. Define the operating questions

Organize around:

health / availability
latency / performance
throughput / volume
saturation / resources
service-specific risk

2. Study the target platform schema

Inspect existing dashboards first:

JSON structure
query language
variables
threshold styling
section layout

3. Build the minimum useful board

Recommended structure:

overview
performance
resources
service-specific section

4. Cut vanity panels

Every panel should answer a real question. If it does not, remove it.

Example Panel Sets

Elasticsearch

cluster health
shard allocation
search latency
indexing rate
JVM heap / GC

Kafka

broker count
under-replicated partitions
messages in / out
consumer lag
disk and network pressure

API gateway / ingress

request rate
p50 / p95 / p99 latency
error rate
upstream health
active connections

Quality Checklist

valid dashboard JSON
clear section grouping
titles and units are present
thresholds/status colors are meaningful
variables exist for common filters
default time range and refresh are sensible
no vanity panels with no operator value

research-ops
backend-patterns
terminal-ops

Files

Just SKILL.md in skills/dashboard-builder of aAAaqwq/AGI-Super-Team.

Open the folder on GitHubat commit 331ecd3

Used in 3 other repositories

We found 4 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 3 other GitHub owners. This page covers the copy in aAAaqwq/AGI-Super-Team, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Dashboard Builder 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.

Dashboard Builder compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Dashboard Builder this skillaAAaqwq/AGI-Super-Team	105	3 repos	~586	Automated safety check: Pass	MIT	today
Loki Logsletsrevel/revel-backend	109	—	~918	Automated safety check: Notes	MIT	2 days ago
Admingrafana/skills	281	—	~1.5k	Automated safety check: Pass	Apache-2.0	today
Admission Controlgrafana/skills	281	—	~1.7k	Automated safety check: Pass	Apache-2.0	today
Cloud Infra Supply Chainzhaji2333/CkSKILLS	114	—	~688	Automated safety check: Warn	MIT	24 days ago
Monitoring Capture ServicePostHog/posthog	40k	—	~5k	Automated safety check: Pass	Custom licence	today

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Questions about Dashboard Builder

What does Dashboard Builder do?

Build monitoring dashboards that answer real operator questions for Grafana, SigNoz, and similar platforms. Dashboard Builder is an agent skill from aAAaqwq/AGI-Super-Team. Build monitoring dashboards that answer real operator questions for Grafana, SigNoz, and similar platforms.

When should I use Dashboard Builder?

Dashboard Builder fits situations like: turning metrics into a working dashboard instead of a vanity board; tasks that involve Monitoring and alerting.

How do I install Dashboard Builder in Claude Code?

Run `npx skills add aAAaqwq/AGI-Super-Team --skill dashboard-builder -a claude-code`. Or copy the skill folder (skills/dashboard-builder in aAAaqwq/AGI-Super-Team) into .claude/skills/dashboard-builder in your project. Claude Code loads it when a task matches its description.

How do I install Dashboard Builder in Codex?

Run `npx skills add aAAaqwq/AGI-Super-Team --skill dashboard-builder -a codex`. Or copy the skill folder (skills/dashboard-builder in aAAaqwq/AGI-Super-Team) into .agents/skills/dashboard-builder in your project. Codex loads it when a task matches its description.

Can I use Dashboard Builder 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 aAAaqwq/AGI-Super-Team --skill dashboard-builder -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-builder, .gemini/skills/dashboard-builder, .github/skills/dashboard-builder and .opencode/skills/dashboard-builder in your project.

What does Dashboard Builder need to run?

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

Does Dashboard Builder 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 Builder 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 Builder use?

Dashboard Builder 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 Builder use?

About 586 tokens (SKILL.md is roughly 2.3k 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 Builder?

Skills that share tags, products or a category with Dashboard Builder: Loki Logs (letsrevel/revel-backend, 109 stars), Admin (grafana/skills, 281 stars), Admission Control (grafana/skills, 281 stars) and Cloud Infra Supply Chain (zhaji2333/CkSKILLS, 114 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Dashboard Builder?

aAAaqwq (a GitHub user) maintains it in aAAaqwq/AGI-Super-Team, which has 105 GitHub stars. The repository holds 167 skills in this directory. The repository was last updated on October 8, 2026.

Source: aAAaqwq/AGI-Super-Team on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Dashboard Builder

Facts

At a glance

What it does

When your agent uses it

Example prompts

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Dashboard Builder

When to Use

Guardrails

Workflow

1. Define the operating questions

2. Study the target platform schema

3. Build the minimum useful board

4. Cut vanity panels

Example Panel Sets

Elasticsearch

Kafka

API gateway / ingress

Quality Checklist

Related Skills

Files

Used in 3 other repositories

Compare with similar skills

Similar skills

More from aAAaqwq/AGI-Super-Team

Related

Questions about Dashboard Builder