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Agent skill

Supply Chain Optimization Tiktok

by nexscope-ai in nexscope-ai/eCommerce-Skills

Supply Chain Bottleneck Analyzer for TikTok Shop sellers. An agent skill from nexscope-ai/eCommerce-Skills.

MITAuto-check passedSecurity

Install Supply Chain Optimization Tiktok

skills CLI
$ npx skills add nexscope-ai/eCommerce-Skills --skill supply-chain-optimization-tiktok -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install nexscope-ai/eCommerce-Skills supply-chain-optimization-tiktok --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/nexscope-ai/eCommerce-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/supply-chain-optimization/supply-chain-optimization-tiktok .claude/skills/supply-chain-optimization-tiktok && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
supply-chain-optimization-tiktok
GitHub stars
1.1k
Token cost
~1k tokens
SKILL.md length
163 words
Files
4 (incl. scripts)
Skills in repo
114
Repo updated
First seen
Licence
MIT

At a glance

Supply Chain Bottleneck Analyzer for TikTok Shop sellers. An agent skill from nexscope-ai/eCommerce-Skills.

  • Works in 4 steps: High affiliate commission → Profit erosion → High return rate → Hidden costs → Slow inventory turnover → Short viral… → …
  • Tasks that involve Supply chain security
  • SKILL.md covers Installation, Platform Characteristics, Cost Structure (TikTok Shop) and Benchmark Configuration, plus 5 more sections
  • Runs Python scripts from its folder; calls npx; needs TIKTOK_APP_KEY and TIKTOK_APP_SECRET

What it does

Supply Chain Optimization Tiktok is an agent skill from nexscope-ai/eCommerce-Skills. Supply Chain Bottleneck Analyzer for TikTok Shop sellers. Diagnose cash flow, inventory turnover, affiliate commissions, and return rates. Includes FBT cost analysis, influencer payout optimization, and viral product lifecycle management. No API key required for basic analysis.

Its SKILL.md is about 1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts (for example `scripts/calculator.py`, `scripts/report_doc.py` and `scripts/report_html.py`).

It sits in Security, covering Supply chain security and Influencer and creator marketing. It works with TikTok. The repository describes itself as: E-commerce skills for AI agents — product research, marketing automation, supply chain optimization, and business analytics for online sellers across Amazon, Shopify, Etsy… The licence is MIT.

When your agent uses it

  • Tasks that involve Supply chain security
  • Tasks that involve Influencer and creator marketing

Example prompts

  • “/supply-chain-optimization-tiktok”

Requirements

  • Python 3
  • Node.js
  • A credential in TIKTOK_APP_KEY
  • A credential in TIKTOK_APP_SECRET

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. High affiliate commission → Profit erosion
  2. High return rate → Hidden costs
  3. Slow inventory turnover → Short viral cycle, high stagnation risk
  4. Content dependency → Unstable traffic

What it can do on your machine

Read from SKILL.md and the folder at commit ee0fb29. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 3 files in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • npx

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • nexscope.ai

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • TIKTOK_APP_KEY
    • TIKTOK_APP_SECRET
    • TIKTOK_ACCESS_TOKEN

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Supply Chain Optimization Tiktok loads about 1k tokens when it runs. Until then it costs about 78 tokens; SKILL.md has 163 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~78
When it runs · the whole SKILL.md, loaded when a task matches
~1k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from nexscope-ai/eCommerce-Skills at commit ee0fb29, republished under its MIT licence (© nexscope-ai). 163 words, ~1,034 tokens.

Download SKILL.mdSave it as .claude/skills/supply-chain-optimization-tiktok/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.
name
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 analysis, influencer payout optimization, and viral product lifecycle management. No API key required for basic analysis.
version
1.0.0

Supply Chain Optimization — TikTok Shop 📦

Supply chain bottleneck analyzer for TikTok Shop sellers. Diagnose cash flow, inventory, affiliate costs, and return rates.

Installation

bash
npx skills add nexscope-ai/eCommerce-Skills --skill supply-chain-optimization-tiktok -g

Platform Characteristics

FeatureTikTok Shopvs Amazon
FulfillmentFBT / Self-shipFBA
Commission2-8% (category) + 2% transaction8-15%
Payment cycle7-15 days14 days
Traffic sourceContent-drivenSearch-driven
Return rateHigher (impulse buying)Medium

Cost Structure (TikTok Shop)

Selling Price $XX
├── Product Cost
├── Inbound Shipping
├── FBT Fulfillment / Self-ship
├── Platform Fee (2%)
├── Referral Fee (2-8%)
├── Affiliate Commission (10-30%)  ← TikTok-specific
├── Advertising (Spark Ads)
└── Net Profit

Benchmark Configuration

python
BENCHMARKS = {
    "tiktok": {
        "gross_margin": {
            "healthy": 0.45,    # Need to cover affiliate commission
            "warning": 0.35,
            "danger": 0.25
        },
        "shipping_ratio": {
            "healthy": 0.05,
            "warning": 0.08,
            "danger": 0.12
        },
        "inventory_days": {
            "healthy": 30,      # TikTok viral cycle is short
            "warning": 45,
            "danger": 60
        },
        "cash_cycle": {
            "healthy": 60,      # Fast payment
            "warning": 90,
            "danger": 120
        },
        "net_margin": {
            "healthy": 0.15,    # After affiliate split
            "warning": 0.08,
            "danger": 0.03
        },
        # TikTok-specific metrics
        "return_rate": {
            "healthy": 0.10,    # <10% healthy
            "warning": 0.20,
            "danger": 0.30
        },
        "affiliate_ratio": {
            "healthy": 0.20,    # Affiliate commission ratio
            "warning": 0.30,
            "danger": 0.40
        }
    }
}

TikTok-Specific Costs

Affiliate Commission
Livestream selling: 10-30% commission
Short video promotion: 10-25% commission
Top influencers: May require upfront fees
Return Costs
TikTok return rates typically higher than traditional e-commerce (impulse buying)
Must account for:
├── Return shipping cost
├── Product damage/loss
└── Restocking fees

Input Data

**Sales (TikTok-specific)**
• Average Selling Price: $___
• FBT Fulfillment Fee: $___/unit
• Platform Fee: 2% (fixed)
• Referral Fee: ___%
• Affiliate Commission Rate: ___% (if applicable)
• Spark Ads Spend Ratio: ___%

**Risk (TikTok-specific)**
• Return Rate: ___%
• Return Processing Cost: $___/unit

API Integration

TikTok Shop API
bash
export TIKTOK_APP_KEY="xxx"
export TIKTOK_APP_SECRET="xxx"
export TIKTOK_ACCESS_TOKEN="xxx"
Available Data
DataAPI
OrdersOrder API
ProductsProduct API
LogisticsLogistics API
AffiliatesAffiliate API

Bottleneck Diagnosis Focus

TikTok Shop-specific bottlenecks:

  1. High affiliate commission → Profit erosion
  2. High return rate → Hidden costs
  3. Slow inventory turnover → Short viral cycle, high stagnation risk
  4. Content dependency → Unstable traffic

vs Amazon Comparison

ItemAmazonTikTok
Commission8-15%4-10%
Affiliate splitNone10-30%
Payment cycle14 days7-15 days
Return rate5-15%10-30%
TrafficStableVolatile
Viral cycleLongShort

Part of Nexscope AI — AI tools for e-commerce sellers.

© nexscope-ai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 3 other files (scripts) in supply-chain-optimization/supply-chain-optimization-tiktok of nexscope-ai/eCommerce-Skills.

  • SKILL.md
  • scripts/calculator.py
  • scripts/report_doc.py
  • scripts/report_html.py

Open the folder on GitHubat commit ee0fb29

Compare with similar skills

Supply Chain Optimization Tiktok next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Supply Chain Optimization Tiktok compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Supply Chain Optimization Tiktok this skillnexscope-ai/eCommerce-Skills1.1k—~1kAutomated safety check: PassMIT
Skill Scannergetsentry/skills1k4 repos~2.5kAutomated safety check: WarnApache-2.0
Serenity Aleabitoreddityan-labs/serenity-aleabitoreddit4811 repos~3.3kAutomated safety check: PassNone
Eu CraSushegaad/Claude-Skills-Governance-Risk-and-Compliance9461 repos~4kAutomated safety check: PassMIT
Audience ResearchScrapeCreators/social-media-research-skills3.4k—~635Automated safety check: NotesMIT
Influencer Discoverytigerless-labs/influencer-discovery212—~2.5kAutomated safety check: NotesNone

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Works with

Categories

Questions about Supply Chain Optimization Tiktok

What does Supply Chain Optimization Tiktok do?

Supply Chain Bottleneck Analyzer for TikTok Shop sellers. An agent skill from nexscope-ai/eCommerce-Skills. Supply Chain Optimization Tiktok is an agent skill from nexscope-ai/eCommerce-Skills. Supply Chain Bottleneck Analyzer for TikTok Shop sellers.

When should I use Supply Chain Optimization Tiktok?

Supply Chain Optimization Tiktok fits situations like: tasks that involve Supply chain security; tasks that involve Influencer and creator marketing.

How do I install Supply Chain Optimization Tiktok in Claude Code?

Run `npx skills add nexscope-ai/eCommerce-Skills --skill supply-chain-optimization-tiktok -a claude-code`. Or copy the skill folder (supply-chain-optimization/supply-chain-optimization-tiktok in nexscope-ai/eCommerce-Skills) into .claude/skills/supply-chain-optimization-tiktok in your project. Claude Code loads it when a task matches its description.

How do I install Supply Chain Optimization Tiktok in Codex?

Run `npx skills add nexscope-ai/eCommerce-Skills --skill supply-chain-optimization-tiktok -a codex`. Or copy the skill folder (supply-chain-optimization/supply-chain-optimization-tiktok in nexscope-ai/eCommerce-Skills) into .agents/skills/supply-chain-optimization-tiktok in your project. Codex loads it when a task matches its description.

Can I use Supply Chain Optimization Tiktok in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add nexscope-ai/eCommerce-Skills --skill supply-chain-optimization-tiktok -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/supply-chain-optimization-tiktok, .gemini/skills/supply-chain-optimization-tiktok, .github/skills/supply-chain-optimization-tiktok and .opencode/skills/supply-chain-optimization-tiktok in your project.

What does Supply Chain Optimization Tiktok need to run?

Going by SKILL.md and its folder, Supply Chain Optimization Tiktok needs Python for the scripts in its folder, the command-line tools its instructions call (npx) and credentials named TIKTOK_APP_KEY, TIKTOK_APP_SECRET and TIKTOK_ACCESS_TOKEN. Our summary lists: Python 3; Node.js; A credential in TIKTOK_APP_KEY; A credential in TIKTOK_APP_SECRET.

Does Supply Chain Optimization Tiktok access the network?

SKILL.md names 1 domain. As links in the text: nexscope.ai. This is read from the text; nothing was executed.

Is Supply Chain Optimization Tiktok safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Supply Chain Optimization Tiktok use?

Supply Chain Optimization Tiktok is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Supply Chain Optimization Tiktok use?

About 1k tokens (SKILL.md is roughly 4.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Supply Chain Optimization Tiktok?

Skills that share tags, products or a category with Supply Chain Optimization Tiktok: Skill Scanner (getsentry/skills, 1k stars), Serenity Aleabitoreddit (yan-labs/serenity-aleabitoreddit, 481 stars), Eu Cra (Sushegaad/Claude-Skills-Governance-Risk-and-Compliance, 946 stars) and Audience Research (ScrapeCreators/social-media-research-skills, 3.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Supply Chain Optimization Tiktok?

nexscope-ai (a GitHub organization) maintains it in nexscope-ai/eCommerce-Skills, which has 1,109 GitHub stars. The repository holds 114 skills in this directory. The repository was last updated on August 26, 2026.

Source: nexscope-ai/eCommerce-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.