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Install in OpenClaw
/install creative-ops-copilot
Description
Convert client briefs into detailed motion design/VFX production plans, estimates, and invoice drafts with optional project folder setup and invoicing API in...
README (SKILL.md)
Creative Ops Copilot
What to do
- Ask for (or infer) the input brief:
- Paste text directly, or
- Provide a file path to a brief/email/thread export.
- Produce these outputs (always):
docs/creative-ops/plan.md(client-ready)docs/creative-ops/estimate.json(structured line items)docs/creative-ops/invoice-draft.json(ready for API import later)
- If Chris wants it, also:
- Create a project folder skeleton (AE/C4D/Octane-friendly) with a
docs/README.md. - POST the invoice draft to the local invoicing API (only if base URL is configured and Chris says “push it”).
Canonical output structure (plan.md)
- Project summary (one paragraph)
- Goals / Success criteria
- Deliverables (matrix)
- Format, duration, aspect ratios, versions, audio deliverables
- Workflow assumptions
- what’s included, what’s not, number of review rounds
- Open questions (what you still need answered)
- Production plan
- phases + milestones + review windows
- Risks / dependencies
- Estimate
- line items + hours + rate + subtotal + contingency
- Next actions
How to generate reliably
Prefer generating structured data first, then render it:
- Extract entities
- Client name
- Project name
- Deadline/date constraints
- Deliverables list
- Constraints (brand, legal, footage supply, approvals)
- Decide the production approach
- Template-driven vs bespoke
- 2D AE vs 3D C4D vs mixed
- Estimate with motion/VFX realism
- Prepro (briefing, styleframes, boards)
- Production (anim, 3D, comp)
- Audio/music/licensing (if applicable)
- Renders, exports, versioning
- PM/admin buffer
Scripts (recommended)
Use the bundled script to create consistent outputs:
python skills/creative-ops-copilot/scripts/creative_ops_copilot.py --brief "\x3Cpaste brief>" --out .
If the brief is a file:
python skills/creative-ops-copilot/scripts/creative_ops_copilot.py --brief-file "C:\path o\brief.txt" --out .
To also create a project skeleton:
python skills/creative-ops-copilot/scripts/creative_ops_copilot.py --brief "..." --out . --skeleton
To attempt pushing the invoice draft to your local invoicing API (only if configured):
python skills/creative-ops-copilot/scripts/creative_ops_copilot.py --brief "..." --out . --push-invoice
Configuration
Optional config file:
skills/creative-ops-copilot/references/config.example.json
Copy to:
skills/creative-ops-copilot/references/config.json
Then edit:
invoicingApi.baseUrlinvoicingApi.apiKey(if needed)rateCarddefaults
Notes
- Keep outputs concise, clean, and client-ready.
- When anything is missing/ambiguous, surface it under Open questions instead of guessing.
Usage Guidance
This skill appears to do what it says: convert briefs into plan/estimate/invoice draft files and optionally create a project folder. Before using or enabling it: 1) Inspect and, if needed, edit skills/creative-ops-copilot/references/config.json — set invoicingApi.baseUrl only to a trusted local/organizational endpoint and avoid storing sensitive API keys unless necessary; 2) Run the script in a controlled directory to see what files it creates (it writes docs/creative-ops/* and optionally a project folder); 3) Be aware that enabling autonomous invocation (platform default) could let the agent run the script and, if configured and instructed to “push it,” send the invoice payload to the configured baseUrl — that network action is explicit and opt-in. If you want tighter control, keep invoicingApi.baseUrl unset or leave apiKey empty until you explicitly configure it.
Capability Analysis
Type: OpenClaw Skill
Name: creative-ops-copilot
Version: 0.1.0
The skill bundle is classified as suspicious due to two significant vulnerabilities found in `scripts/creative_ops_copilot.py`. Firstly, the `--brief-file` argument allows the script to read arbitrary files from the filesystem (e.g., `/etc/passwd`) and embed their content into the generated `plan.md`, posing an arbitrary file read risk if the agent is compromised. Secondly, the `--push-invoice` functionality, while intended for a local invoicing API (defaulting to `http://localhost:8081` in `references/config.example.json`), can be configured via `invoicingApi.baseUrl` to send sensitive invoice data to any arbitrary external URL, creating a potential data exfiltration vector if misconfigured. There is no clear evidence of intentional malicious behavior within the bundle itself, but these capabilities present significant risks.
Capability Assessment
Purpose & Capability
Name/description align with the included script and SKILL.md. Required resources are minimal (no env vars, no external binaries). The invoicing API fields in the example config are directly related to the advertised 'push invoice' feature.
Instruction Scope
SKILL.md limits actions to ingesting a brief (text or file), generating structured outputs and optional local project skeleton creation, and only posting to an invoicing API when configured and explicitly requested. It does not instruct the agent to read unrelated system files or env vars.
Install Mechanism
No install spec — instruction-only plus a bundled Python script. This has low install risk; it expects a Python runtime but does not download or execute external code.
Credentials
The skill requests no environment variables. It does support an optional invoicingApi.apiKey in a local config file; storing an API key is reasonable for the 'push invoice' feature but the user should ensure the baseUrl is a trusted endpoint and avoid placing sensitive keys in configs unless necessary.
Persistence & Privilege
always is false and the skill does not modify other skills or system-wide settings. It writes outputs to an output path/skeleton (normal). The skill can be invoked autonomously by the agent (platform default), but there are no additional elevated privileges requested.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install creative-ops-copilot - After installation, invoke the skill by name or use
/creative-ops-copilot - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
Initial release
Metadata
Frequently Asked Questions
What is Creative Ops Copilot?
Convert client briefs into detailed motion design/VFX production plans, estimates, and invoice drafts with optional project folder setup and invoicing API in... It is an AI Agent Skill for Claude Code / OpenClaw, with 788 downloads so far.
How do I install Creative Ops Copilot?
Run "/install creative-ops-copilot" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Creative Ops Copilot free?
Yes, Creative Ops Copilot is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Creative Ops Copilot support?
Creative Ops Copilot is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Creative Ops Copilot?
It is built and maintained by Wiseape11 (@wiseape11); the current version is v0.1.0.
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