bi-builder

bi-builder is a skill for Claude Code, Codex from DangJin/bi-builder-skills. It costs 33 tokens per session (4,841 once invoked), scanned A, original, MIT.

A workflow for building business-intelligence dashboards from existing databases. It covers data exploration, metric design, charts, and dashboard pages using Next.js and related tools.

In plain words
What is it for?
Use it to create full dashboards, individual charts, or data-query logic with Prisma and databases such as MySQL, PostgreSQL, Supabase, or SQLite.
Why use it?
It gives you a defined path from database tables to useful analytics screens, so you do not have to plan each stage from scratch.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: names the AskUserQuestion tool.

Good fit Use it to create full dashboards, individual charts, or data-query logic with Prisma and databases such as MySQL, PostgreSQL, Supabase, or SQLite.

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Install with agentmods
npx agentmods add skills/dangjin/bi-builder-skills/bi-builder
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add DangJin/bi-builder-skills --skill bi-builder
Clone the repo
git clone --depth 1 https://github.com/DangJin/bi-builder-skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for bi-builder

README.md
[![agentmods](https://agentmods.dev/badge/skills/dangjin/bi-builder-skills/bi-builder/github.svg)](https://agentmods.dev/skills/dangjin/bi-builder-skills/bi-builder)
Your own site
<a href="https://agentmods.dev/skills/dangjin/bi-builder-skills/bi-builder"><img src="https://agentmods.dev/badge/skills/dangjin/bi-builder-skills/bi-builder/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for bi-builder

Your own site · 80×15
<a href="https://agentmods.dev/skills/dangjin/bi-builder-skills/bi-builder"><img src="https://agentmods.dev/badge/skills/dangjin/bi-builder-skills/bi-builder.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 33 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,841 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00033 $0.04841
Opus 5 $0.00016 $0.02420
Sonnet 5 $0.00007 $0.00968
Haiku 4.5 $0.00003 $0.00484

Measured 10d ago against content hash 60dc047a2ac2, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

bi-builder scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/bi-builder/SKILL.md · 646 lines

How it starts

The opening of the file, as written. The whole thing — 646 lines — stays where its author put it; the contents beside it link to each section on GitHub.

BI Builder

Build BI dashboards from existing databases, from data exploration to full implementation.

Tech Stack

Layer Technology
Frontend Framework Next.js 16 (App Router)
UI Components shadcn/ui + Tailwind CSS
Charts Recharts
ORM Prisma
Database MySQL / PostgreSQL / Supabase / SQLite

Core Workflow

Database Connection → Schema Exploration → Requirements Dialog → Metrics Design → Chart Planning → Page Implementation

Workflow Flexibility

Skip phases based on project state and user needs:

Scenario Skip Phases Starting Point
Project has prisma/schema.prisma Phase 1 Go directly to Phase 2 schema analysis
User has clear requirements and metrics Phase 3 Go directly to Phase 4 metrics design
Only need a single chart component Phases 1-5 Read recharts-guide.md and implement
Only need data query logic Phases 5-6 End after metrics design

Decision criteria:

  • Check if prisma/schema.prisma exists in project
  • Ask user "Do you have specific metrics requirements?"
  • Ask user "Do you need a full dashboard or just a single chart?"

Phase 1: Database Connection

1.1 Check and Install Prisma

First, check if Prisma is already installed in the project:

# Check if prisma is in package.json dependencies
grep -q '"prisma"' package.json && echo "Prisma installed" || echo "Prisma not installed"

If Prisma is not installed, install it:

# Install Prisma as dev dependency
npm install prisma --save-dev

# Install Prisma Client
npm install @prisma/client

1.2 Initialize Prisma

# Initialize Prisma (creates prisma/schema.prisma and .env)
npx prisma init

Note: If prisma/schema.prisma already exists, skip this step.

1.3 Create .env with Placeholders

⚠️ Security Note: Never ask users to share database credentials directly.

First, ask user which database type they use, then create .env file with placeholders:

Read the full file on GitHub · 646 lines

Files

What ships with it

5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 10d ago First seen · 646 lines · 33 tokens per session scan A 60dc047a2ac2

Subscribe to this mod's changes

bi-builder is a skill published in the GitHub repository DangJin/bi-builder-skills (2 stars, last pushed 7mo ago), licensed MIT. It adds 33 tokens to every session and 4,841 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.