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Install in OpenClaw
/install supply-chain-optimization-tiktok
Description
Supply Chain Bottleneck Analyzer for TikTok Shop sellers. Diagnose cash flow, inventory turnover, affiliate commissions, and return rates. Includes FBT cost...
Usage Guidance
This skill appears to be a local calculator for TikTok Shop metrics (the included Python script does calculation work), but the README suggests installing an external npm package and shows TikTok API credentials as optional inputs. Before installing or running anything: 1) Verify the publisher/source for 'nexscope-ai/eCommerce-Skills' — don't run the npx command unless you trust that package. 2) Inspect the full scripts/calculator.py and any code pulled by the npx package for network calls, credential use, or unexpected behavior. 3) Never paste TikTok (or other) API keys into a tool unless you trust its code and origin; consider using test/limited-permission keys. 4) Run the code in a sandbox or isolated environment first. If you want, provide the full (untruncated) calculator.py or confirm whether this skill will ever call out to remote APIs automatically — that would change the assessment.
Capability Analysis
Type: OpenClaw Skill
Name: supply-chain-optimization-tiktok
Version: 0.1.0
The skill bundle is a legitimate supply chain analyzer for e-commerce platforms like TikTok Shop and Amazon. The core logic in `scripts/calculator.py` is a mathematical tool that calculates business metrics (e.g., gross margin, cash cycle) and identifies bottlenecks based on provided benchmarks. No network activity, file system access, or malicious instructions were found in the code or the `SKILL.md` documentation.
Capability Assessment
Purpose & Capability
The name/description match the included calculator code: both focus on supply-chain metrics for TikTok Shop. The SKILL.md documents optional TikTok API integration (shows env var names) but the skill metadata does not require any credentials; that is plausible for a tool that can run in 'manual input' mode, but it is an inconsistency worth noting because the docs imply capability that may only work if you run external code or provide credentials.
Instruction Scope
SKILL.md stays on-topic (metrics, benchmarks, inputs). It does reference TikTok API endpoints and example env vars, but the runtime instructions do not direct the agent to read unrelated system files or exfiltrate data. However, the docs instruct users to run an npx command to add 'nexscope-ai/eCommerce-Skills', which would fetch external code; that step is outside this skill bundle and could implicitly expand what runs on the host.
Install Mechanism
There is no explicit install spec in the bundle (instruction-only), and the included scripts/calculator.py appears to be local calculation code with no obvious network calls in the visible portion. The SKILL.md's suggested npx install command (npx skills add nexscope-ai/eCommerce-Skills) would pull code from npm when executed by a user — that's a separate risk to review before running.
Credentials
The skill metadata requires no environment variables or credentials, which aligns with a manual/calculator mode. SKILL.md, however, shows example TikTok credentials (TIKTOK_APP_KEY, TIKTOK_APP_SECRET, TIKTOK_ACCESS_TOKEN) for API integration; requiring such credentials would be expected only if you actually connect to TikTok. Because the bundle doesn't declare or automatically use them, be careful not to paste credentials into unknown or external installers.
Persistence & Privilege
The skill does not request always:true, does not claim to modify other skills, and there is no install spec that writes to system locations. It appears to run as-needed without elevated persistence.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install supply-chain-optimization-tiktok - After installation, invoke the skill by name or use
/supply-chain-optimization-tiktok - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
Initial release of the Supply Chain Bottleneck Analyzer for TikTok Shop sellers:
- Diagnose supply chain bottlenecks unique to TikTok Shop, including cash flow, inventory turnover, affiliate commissions, and return rates.
- Includes FBT cost breakdown, affiliate/influencer commission analysis, and viral product lifecycle management.
- Provides detailed margin and performance benchmarks tailored for TikTok Shop (vs Amazon).
- No API key required for basic analysis; optional TikTok Shop API integration supported.
- Helps sellers identify key profit risks (high commissions, high returns, slow inventory movement, content volatility).
Metadata
Frequently Asked Questions
What is Supply Chain Optimization Tiktok?
Supply Chain Bottleneck Analyzer for TikTok Shop sellers. Diagnose cash flow, inventory turnover, affiliate commissions, and return rates. Includes FBT cost... It is an AI Agent Skill for Claude Code / OpenClaw, with 106 downloads so far.
How do I install Supply Chain Optimization Tiktok?
Run "/install supply-chain-optimization-tiktok" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Supply Chain Optimization Tiktok free?
Yes, Supply Chain Optimization Tiktok is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Supply Chain Optimization Tiktok support?
Supply Chain Optimization Tiktok is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Supply Chain Optimization Tiktok?
It is built and maintained by Henk Nie (@phheng); the current version is v0.1.0.
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