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Bandwise Builder

Category: Engineering  ·  Sub-category: databases  ·  Last updated:
type:review
Use when building, extending, reviewing, or planning any part of the Bandwise monorepo, a multi-tenant SaaS kit around TypeSafe's System One models (Jev first, then future models). Covers the console (Next.js, Drizzle, Postgres RLS, Better Auth, Stripe), the core run engine and confidence router, question set specs and versions, the model registry and model upgrades, headless management (management API, operation registry, @bandwise/cli, MCP server, agent tokens, approvals), app onboarding and deploy (opportunities, typed codegen, deploy targets, app bindings, specs as code), the effectiveness loop (app feedback, labeling, quality targets, threshold tuning, champion/challenger, set health), the savings ledger and admin reports, the Definition Studio, the embed kit (@bandwise/client, @bandwise/react), plugins, and the Chrome extension. Also use whenever code calls Jev or System One (noul, choice, score, confidence bands, state). Defers raw Jev API details to the official typesafe skill and docs.typesafe.ai.
Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

Bandwise is a multi-tenant SaaS that wraps TypeSafe's System One models, Jev first and by default, in a managed product. Orgs set up apps, define goals, build versioned question sets, tune confidence bands, publish them live, and call them from any app by ID or through generated typed code. Every run reports what it cost and what it saved against an LLM.

What this skill does

Bandwise Builder is a community-contributed Claude Code skill in the databases sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/bandwise-builder/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when building, extending, reviewing, or planning any part of the Bandwise monorepo, a multi-tenant SaaS kit around TypeSafe's System One models (Jev first, then future models). Covers the console (Next.

Who uses this skill

The Bandwise Builder Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 196,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/bandwise-builder
curl -L https://claudskills.com/skills/bandwise-builder/SKILL.md \
  -o ~/.claude/skills/bandwise-builder/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/bandwise-builder/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/bandwise-builder/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\bandwise-builder\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Frequently asked questions

How do I install the Bandwise Builder Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/bandwise-builder/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Bandwise Builder skill do?
Use when building, extending, reviewing, or planning any part of the Bandwise monorepo, a multi-tenant SaaS kit around TypeSafe's System One models (Jev first, then future models). Covers the console (Next.js, Drizzle, Postgres RLS, Better Auth, Stripe), the core run engine and confidence router, question set specs and versions, the model registry and model upgrades, headless management (management API, operation registry, @bandwise/cli, MCP server, agent tokens, approvals), app onboarding and deploy (opportunities, typed codegen, deploy targets, app bindings, specs as code), the effectiveness loop (app feedback, labeling, quality targets, threshold tuning, champion/challenger, set health), the savings ledger and admin reports, the Definition Studio, the embed kit (@bandwise/client, @bandwise/react), plugins, and the Chrome extension. Also use whenever code calls Jev or System One (noul, choice, score, confidence bands, state). Defers raw Jev API details to the official typesafe skill and docs.typesafe.ai.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Bandwise Builder skill?
Use Bandwise Builder when your Claude Code task falls under the Engineering category — specifically in the databases area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Bandwise Builder" or describe the task and let Claude pick). Browse related skills at /category/engineering/.
What is a Claude Code skill and how does the Bandwise Builder skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Bandwise Builder is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
glacer06. (2026). Bandwise Builder [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/bandwise-builder/
BibTeX
@misc{bandwise-builder-2026,
  author    = {glacer06},
  title     = {Bandwise Builder [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/bandwise-builder/}
}

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Security scan

Grade A · scanned 2026-09-28 — free static scan against the OWASP Agentic Skills Top 10.

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