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oc-dash-forge

oc-dash-forge is a skill for Claude Code from asfbay-bit/opchain-skills. It costs 171 tokens per session (5,237 once invoked), scanned A, original, Apache-2.0.

A dashboard and dense-information interface design tool for screens that present many data points. It creates design specifications and working React prototypes for executive, operations, and analyst dashboards using sample data.

In plain words
What is it for?
Use it to plan dashboard layouts, choose an executive, operations, or analyst format, define components and visual rules, build a prototype with mock data, and hand the design to an application team.
Why use it?
It helps choose a suitable layout and interaction style for people who need to monitor metrics, explore data, or make decisions from a dashboard.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Not installable: its command points at a path on the author’s own machine, so it runs nowhere else. The line is /home/claude/dash-forge-session/.

Part of the opchain plugin — 33 skills, 12 commands, 3 hooks shipped together

not rated 0repo changed 5d ago A scan 171 tokens original Apache-2.0

Good fit Use it to plan dashboard layouts, choose an executive, operations, or analyst format, define components and visual rules, build a prototype with mock data, and hand the design to an application team.

Compare 6 skills from other repositories ↓
View source ↗ asfbay-bit/opchain-skills
Install

Getting it into your agent

This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.

Claude Code
/plugin marketplace add asfbay-bit/opchain-skills
Claude Code
/plugin install opchain

Made for: Claude Code.

Or install opchain, the plugin that ships this one along with the rest of its 33 skills, 12 commands, 3 hooks.

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 oc-dash-forge

README.md
[![agentmods](https://agentmods.dev/badge/skills/asfbay-bit/opchain-skills/oc-dash-forge/github.svg)](https://agentmods.dev/skills/asfbay-bit/opchain-skills/oc-dash-forge)
Your own site
<a href="https://agentmods.dev/skills/asfbay-bit/opchain-skills/oc-dash-forge"><img src="https://agentmods.dev/badge/skills/asfbay-bit/opchain-skills/oc-dash-forge/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 oc-dash-forge

Your own site · 80×15
<a href="https://agentmods.dev/skills/asfbay-bit/opchain-skills/oc-dash-forge"><img src="https://agentmods.dev/badge/skills/asfbay-bit/opchain-skills/oc-dash-forge.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 171 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,237 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 $0.00171 $0.05237
Opus 5 $0.00086 $0.02618
Sonnet 5 $0.00034 $0.01047
Haiku 4.5 $0.00017 $0.00524

Measured 5d ago against content hash dada427cb02a, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

oc-dash-forge 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 5d 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.

plugins/opchain/skills/oc-dash-forge/SKILL.md · 544 lines

How it starts

The opening of the file, as written. The whole thing — 544 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Dash Forge

On first invocation, read references/orchestrator.md and follow its welcome protocol.

Dashboard and dense-information UI designer. Takes data (from data-architect handoff, upstream spec, or direct input) and produces:

  1. Design spec — layout, density, component choices, interaction model, design tokens
  2. Working React prototype — renderable artifact with mock data, archetype-appropriate viz stack
  3. Handoff packet — spec + prototype + integration notes for oc-app-architect Phase 6 build

Scope: Design and prototype. Not production data wiring, not backend. Prototype uses mock data that looks realistic.

/oc-data-forge — Command Reference

Entry command: /oc-data-forge (or aliases /oc-dash-forge, /dashforge). Sub-commands use /df-* prefix.

DASH FORGE COMMANDS
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
  Entry: /oc-data-forge  (shows this menu)

  CORE FLOW
  /oc-df-intake      Understand users, decisions, data, density requirements
  /oc-df-archetype   Pick archetype (exec / ops / analyst) with defense
  /oc-df-layout      Information architecture + grid + component inventory
  /oc-df-tokens      Design tokens (color semantics, density scale, type ramp)
  /oc-df-prototype   Build working React prototype with mock data
  /oc-df-spec-only   Skip prototype — produce design spec only
  /oc-df-full        Run all phases end-to-end

  UTILITIES
  /oc-df-audit       Quality checks (density, legibility, chart fit, a11y)
  /oc-df-status      Checkpoint progress
  /oc-df-resume      Resume from last checkpoint
  /df-reset       Archive and restart
  /oc-df-variants    Generate 2-3 layout variants for user to choose

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

/oc-df-full behavior

Runs all phases with one gate:

  1. Intake (adaptive — skim upstream context first)
  2. Archetype pick (auto-proceed if clear)
  3. Layout + tokens (show, proceed)
  4. Gate: "Layout look right? (Y/n or describe changes)"
  5. Prototype build, run /oc-df-audit silently
  6. Report prototype artifact path + handoff file

Read the full file on GitHub · 544 lines

Files

What ships with it

9 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. 5d ago Changed · +4 lines dada427cb02a
  2. 9d ago First seen · 540 lines · 171 tokens per session scan A 6ab5280909d5

Subscribe to this mod's changes

oc-dash-forge is a skill published in the GitHub repository asfbay-bit/opchain-skills (0 stars, last pushed 4d ago), licensed Apache-2.0. It adds 171 tokens to every session and 5,237 once invoked, about $0.0009 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.

Analytics and metricsDesign and UX
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