What is creative-production-moodboard-explorer?

A visual exploration workflow for creating several image concepts before choosing a direction for a campaign, brand, or audience.

It helps explore mood boards, brand directions, creative territories, audience feeling, and editorial references.

It helps turn a broad creative idea into a set of visual references that can guide later asset production.

creative-production-moodboard-explorer — Skill for Codex by AIDotNet

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 AIDotNet/OpenCowork --skill creative-production-moodboard-explorer

Clone the repo

git clone --depth 1 https://github.com/AIDotNet/OpenCowork

Made for: 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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/aidotnet/opencowork/creative-production-moodboard-explorer/github.svg)](https://agentmods.dev/skills/aidotnet/opencowork/creative-production-moodboard-explorer)

Your own site

<a href="https://agentmods.dev/skills/aidotnet/opencowork/creative-production-moodboard-explorer"><img src="https://agentmods.dev/badge/skills/aidotnet/opencowork/creative-production-moodboard-explorer/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/aidotnet/opencowork/creative-production-moodboard-explorer"><img src="https://agentmods.dev/badge/skills/aidotnet/opencowork/creative-production-moodboard-explorer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 54 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 3,742 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe. Third-party audits

NVIDIA SkillSpector warn 7 Sept 2026

SkillSpector: 3 findings, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

medium Rogue Agent · line 43
Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.

Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
medium Excessive Agency · line 64
Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.

Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
medium Excessive Agency · line 86
Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.

Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.

How audits are shown

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.

Model	Per session	Once invoked
Fable 5.1	$0.00054	$0.03742
Opus 5	$0.00027	$0.01871
Sonnet 5	$0.00011	$0.00748
Haiku 4.5	$0.00005	$0.00374

Measured 11d ago against content hash 3a0f16950614, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

creative-production-moodboard-explorer scanned grade A with 1 finding 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 11d ago.

The scan reads SKILL.md. This mod also ships 6 executable files (assets/mood-board-app/app.js, assets/mood-board-app/platform-icons.js, assets/mood-board-app/server.mjs, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

node -e "const fs=require('fs'); const crypto=require('crypto'); const base='http://127.0.0.1:<port>'; const data=JSON.parse(fs.readFileSync('<output-dir>/data/stream.json','utf8')); const idempotencyKey=crypto.createHas

resources/extensions/creative-production/skills/creative-production-moodboard-explorer/SKILL.md · 157 lines

How it starts

The opening of the file, as written. The whole thing — 157 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Mood Board Explorer

Build a personalized image-first mood-board stream from a light intake plus inferred profile/context.

Read references/experience-contract.md before writing the user-facing handoff or reporting artifact links.

Read references/artifact-contracts.md before creating, repairing, or reporting artifacts.

Read references/codex-exec-image-generation.md before running image generation.

Read references/image-building-strategy.md alongside the Codex exec contract for first-pass imagery rules.

Pipeline Role

This skill owns the Explore stage in the Explore > Build > Polish workflow.

Use it as the broad visual front door for campaign mood, brand direction, creative territories, audience feel, editorial references, and profile-aware inspiration. It produces directional evidence and handoff specs, not canonical production assets.

When Creative Production is invoked for a direct multi-image concept request, such as "generate some images for a new movie," route here instead of generating isolated chat images. Treat the prompt as a light visual brief, run the intake gate when needed, generate one self-contained visual reference per tile, save the run, and hand off through the inline mood board.

Explorer outputs should include a reviewable board or gallery, source/context signals, visual territory notes, prompt/spec metadata, recommended directions, and a concise build handoff for the next skill.

Use active Build/Polish owners only after a canonical or selected base exists:

Use the mood-board app's Remix controls for controlled variations after a generated board or selected territory has concrete outputs to vary.
generative-polish for publish-bound marketing finish.

If the anchor is a specific product, packaging reference, or product concept and the user wants family-level coverage or review galleries, hand off to offer-explorer.

Workflow

Run the intake gate.
- Read references/intake.md before creating a mood board spec.
- Choose the intake depth from the Mood Board Qualification Scale in references/intake.md.
- Every fresh mood board request must go through intake before spec writing, image generation, or HTML board creation.
- When MCP widgets are available, render render_moodboard_board_widget with no images and an intake payload. The mood-board app detects the empty image list and shows the intake suggestions inside the board surface.
- The chat around the board surface should handle brand/source material, exclusions, and any optional 1-3 reference image request. The empty-board intake should stay to compact question-led chip groups defined in references/intake.md.
- After rendering the empty-board intake, stop and wait for the user selection or app follow-up. Do not create the board spec in the same step.
- When the request is already an app follow-up such as "Continue with this qualified moodboard intake and create the board," treat intake as complete and proceed directly to context gathering and generation.
- If MCP widgets are unavailable, ask the same intake questions in chat, wait for the answer, and state that the board intake surface could not be used.

Read the full file on GitHub · 157 lines

Files

What ships with it

18 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.

11d ago First seen · 157 lines · 54 tokens per session scan A 3a0f16950614

Subscribe to this mod's changes

creative-production-moodboard-explorer is a skill published in the GitHub repository AIDotNet/OpenCowork (635 stars, last pushed 8d ago), licensed Apache-2.0. It adds 54 tokens to every session and 3,742 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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