Agent skill

Tiktok Shop Operator

Operate TikTok Shop research and planning with KSS MCP across product discovery, shop analysis, viral commerce videos, creator matching, caption extraction, pagination, sorting, and evidence-based…

MITAuto-check passedMedia & Creative

Install Tiktok Shop Operator

skills CLI

$ npx skills add aronhy/tiktok-agent-skills --skill tiktok-shop-operator -a claude-code

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

GitHub CLI

$ gh skill install aronhy/tiktok-agent-skills tiktok-shop-operator --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/aronhy/tiktok-agent-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/tiktok-shop-operator .claude/skills/tiktok-shop-operator && 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/

Paste into Claude Code

Install the "tiktok-shop-operator" agent skill from https://github.com/aronhy/tiktok-agent-skills/tree/main/skills/tiktok-shop-operator into .claude/skills/tiktok-shop-operator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tiktok-shop-operator", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/aronhy/tiktok-agent-skills/tree/main/skills/tiktok-shop-operator

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add aronhy/tiktok-agent-skills --skill tiktok-shop-operator -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install aronhy/tiktok-agent-skills tiktok-shop-operator --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/aronhy/tiktok-agent-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/tiktok-shop-operator .agents/skills/tiktok-shop-operator && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "tiktok-shop-operator" agent skill from https://github.com/aronhy/tiktok-agent-skills/tree/main/skills/tiktok-shop-operator into .agents/skills/tiktok-shop-operator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tiktok-shop-operator", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add aronhy/tiktok-agent-skills --skill tiktok-shop-operator -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install aronhy/tiktok-agent-skills tiktok-shop-operator --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/aronhy/tiktok-agent-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/tiktok-shop-operator .cursor/skills/tiktok-shop-operator && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "tiktok-shop-operator" agent skill from https://github.com/aronhy/tiktok-agent-skills/tree/main/skills/tiktok-shop-operator into .cursor/skills/tiktok-shop-operator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tiktok-shop-operator", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/aronhy/tiktok-agent-skills.git --path skills/tiktok-shop-operator

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add aronhy/tiktok-agent-skills --skill tiktok-shop-operator -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install aronhy/tiktok-agent-skills tiktok-shop-operator --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/aronhy/tiktok-agent-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/tiktok-shop-operator .gemini/skills/tiktok-shop-operator && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "tiktok-shop-operator" agent skill from https://github.com/aronhy/tiktok-agent-skills/tree/main/skills/tiktok-shop-operator into .gemini/skills/tiktok-shop-operator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tiktok-shop-operator", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install aronhy/tiktok-agent-skills tiktok-shop-operator

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add aronhy/tiktok-agent-skills --skill tiktok-shop-operator -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/aronhy/tiktok-agent-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/tiktok-shop-operator .github/skills/tiktok-shop-operator && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "tiktok-shop-operator" agent skill from https://github.com/aronhy/tiktok-agent-skills/tree/main/skills/tiktok-shop-operator into .github/skills/tiktok-shop-operator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tiktok-shop-operator", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add aronhy/tiktok-agent-skills --skill tiktok-shop-operator -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install aronhy/tiktok-agent-skills tiktok-shop-operator --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/aronhy/tiktok-agent-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/tiktok-shop-operator .opencode/skills/tiktok-shop-operator && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "tiktok-shop-operator" agent skill from https://github.com/aronhy/tiktok-agent-skills/tree/main/skills/tiktok-shop-operator into .opencode/skills/tiktok-shop-operator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tiktok-shop-operator", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: tiktok-shop-operator
GitHub stars: 168
Token cost: ~1.2k tokens
SKILL.md length: 588 words
Files: 6 (incl. references)
Skills in repo: 6
Repo updated: Aug 3, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Operate TikTok Shop research and planning with KSS MCP across product discovery, shop analysis, viral commerce videos, creator matching, caption extraction, pagination, sorting, and evidence-based…

Works in 4 steps: Read references/mcp-tools.md before… → Read references/workflows.md for… → Read references/output-templates.md… → …
A user asks to research TikTok Shop products
SKILL.md covers Load References, Interpret the Request, Choose Tools and Execute Safely, plus 3 more sections
Needs KSS_MCP_KEY

What it does

Tiktok Shop Operator is an agent skill from aronhy/tiktok-agent-skills. Operate TikTok Shop research and planning with KSS MCP across product discovery, shop analysis, viral commerce videos, creator matching, caption extraction, pagination, sorting, and evidence-based action plans. Use when a user asks to research TikTok Shop products, shops, videos, creators, subtitles, competitors, or a complete commerce operations workflow.

Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files (for example `agents/openai.yaml`, `references/examples.md` and `references/mcp-tools.md`).

It sits in Media & Creative, covering Transcription and MCP servers. It works with TikTok and Model Context Protocol. The repository describes itself as: 搭配 KSS MCP 使用的 TikTok Shop 运营 Skill，支持商品选品、店铺分析、爆款视频发现、达人匹配、字幕提取和行动方案生成。 The licence is MIT.

When your agent uses it

A user asks to research TikTok Shop products
A complete commerce operations workflow

Example prompts

“/tiktok-shop-operator”

Requirements

A credential in KSS_MCP_KEY

Workflow steps

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

Read references/mcp-tools.md before choosing tools, parameters, joins, or return fields.
Read references/workflows.md for operational or multi-step tasks.
Read references/output-templates.md before presenting results.
Read references/examples.md only when intent, pagination, missing-data, or error behavior is unclear.

What it can do on your machine

Read from SKILL.md and the folder at commit ef939f8. 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
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
- KSS_MCP_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Tiktok Shop Operator loads about 1.2k tokens when it runs, and up to ~9.3k if it reads all its reference files. Until then it costs about 95 tokens; SKILL.md has 588 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~95
When it runs · the whole SKILL.md, loaded when a task matches: ~1.2k
With references · SKILL.md plus every file in references/, read only if the agent opens them: ~9.3k

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); files beside SKILL.md are not scanned.

SKILL.md

The full file from aronhy/tiktok-agent-skills at commit ef939f8, republished under its MIT licence (© aronhy). 588 words, ~1,158 tokens.

Download SKILL.mdSave it as .claude/skills/tiktok-shop-operator/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.

name: tiktok-shop-operator
description: Operate TikTok Shop research and planning with KSS MCP across product discovery, shop analysis, viral commerce videos, creator matching, caption extraction, pagination, sorting, and evidence-based action plans. Use when a user asks to research TikTok Shop products, shops, videos, creators, subtitles, competitors, or a complete commerce operations workflow.

TikTok Shop Operator

Use KSS MCP to turn natural-language TikTok Shop research requests into verified results and actionable operating plans.

Load References

Read references/mcp-tools.md before choosing tools, parameters, joins, or return fields.
Read references/workflows.md for operational or multi-step tasks.
Read references/output-templates.md before presenting results.
Read references/examples.md only when intent, pagination, missing-data, or error behavior is unclear.

Do not duplicate detailed tool schemas in this file.

Interpret the Request

Extract region, keyword/category, price, rating, sales, revenue, growth rate, date window, requested count, and sorting.
Preserve every explicit user condition.
Ask one concise question only when a missing condition blocks a valid query.
Use an MCP default only when valid, and disclose it in the query scope.
Identify whether the task needs one tool or a cross-tool workflow.

Choose Tools

Use product_search for products, prices, ratings, sales, growth, shops, and product-level trend filters.
Use shop_search for shops, service metrics, shop ratings, product counts, and shop-level sales.
Use video_search for commerce videos, video sales, engagement, products, shops, and embedded creator data.
Use creator_search for creator discovery and creator metrics.
Use caption_extract for captions from a specific TikTok video URL.

Use IDs for joins. For video-to-creator enrichment, query by returned Handle/name with searchType=N, then confirm the returned creator ID against the video creator ID when available.

Execute Safely

Query the smallest useful scope first.
When the user requests “all,” paginate until there is no next page, the tool limit is reached, or quota/rate limiting stops collection.
Never call the first page “all results.”
Deduplicate paginated objects by their stable ID.
Apply the user's sort. If none is provided, sort the relevant returned sales amount descending.
Do not invent an orderField value absent from the reference. Sort locally within the disclosed collected scope when necessary.
Keep regions, currencies, and time windows separate.
Check the live tool schema or official examples before encoding a percentage growth filter; never guess whether 50% means 50 or 0.5.
Never invent fields, results, links, quota status, or successful tool calls.
Write missing fields as “未提供.”
Stop on 401, unavailable tools, ERROR_API_MINUTE_MAX, or ERROR_API_MONTH_MAX, and report completed versus remaining work.
Do not silently broaden filters after an empty result. Suggest one relaxation and wait for approval.

Show full SKILL.md (202 more words)Show less

Respect Action and Credential Boundaries

Never repeat, store, log, or place a user-provided MCP Key in generated files, examples, or answers.
Refer to credentials only as ${KSS_MCP_KEY} or a redacted value.
Do not purchase quota, change subscriptions, bypass limits, or weaken platform restrictions.
Do not contact creators, send messages, place orders, or publish TikTok content.
Produce research, drafts, recommendations, and action plans only. Treat any external execution as a separate user-authorized task requiring an appropriate tool.

Present Results

Start with the query scope: region, period, filters, sorting, pages, row count, and completeness.
Use the applicable template from references/output-templates.md.
Mark interrupted collections as “非完整结果.”
Use MCP-returned shop links directly.
Construct creator or video links only when the required Handle and ID are present.
Do not invent product links.
Separate evidence from interpretation.
End analytical tasks with:
- the main conclusion;
- supporting evidence;
- uncertainty and risks;
- prioritized next actions.

Handle Missing MCP

If the KSS MCP tools are unavailable, explain that MCP must be connected or refreshed. For 401, tell the user to verify the secret-key header and MCP permission. Never substitute ordinary web results and present them as KSS MCP data.

Files

SKILL.md and 5 other files (references) in skills/tiktok-shop-operator of aronhy/tiktok-agent-skills.

SKILL.md
agents/openai.yaml
references/examples.md
references/mcp-tools.md
references/output-templates.md
references/workflows.md

Open the folder on GitHubat commit ef939f8

Compare with similar skills

Tiktok Shop Operator 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.

Tiktok Shop Operator compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Tiktok Shop Operator this skillaronhy/tiktok-agent-skills	168	—	~1.2k	Automated safety check: Pass	MIT	2 mo ago
Taisly Social Media Postingtaisly/agent	217	1 repos	~1.5k	Automated safety check: Pass	MIT	7 days ago
Cassette Video EditCassette-Editor/oh-my-cassette	119	1 repos	~3.4k	Automated safety check: Pass	MIT	5 days ago
ShowtimeFavioVazquez/showtime	220	—	~3k	Automated safety check: Pass	MIT	2 days ago
Hotclipxixihhhh/hotclip	310	—	~1.1k	Automated safety check: Pass	AGPL-3.0	3 days ago
KinocutKyaniteLabs/kinocut	198	—	~5.7k	Automated safety check: Pass	Apache-2.0	yesterday

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A skill your agent uses when a user wants to evaluate, enter, position, or operate a TikTok or TikTok Shop category and needs market, product, shop, content, creator, competition, or category…
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Tiktok Growth Plan
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A skill your agent uses when a user provides or discusses both a TikTok account and a target category and wants fit analysis, repositioning, transition strategy, growth planning, or an executable…
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Works with

Questions about Tiktok Shop Operator

What does Tiktok Shop Operator do?

Operate TikTok Shop research and planning with KSS MCP across product discovery, shop analysis, viral commerce videos, creator matching, caption extraction, pagination, sorting, and evidence-based…. Tiktok Shop Operator is an agent skill from aronhy/tiktok-agent-skills. Operate TikTok Shop research and planning with KSS MCP across product discovery, shop analysis, viral commerce videos, creator matching, caption extraction, pagination, sorting, and evidence-based action plans.

When should I use Tiktok Shop Operator?

Tiktok Shop Operator fits situations like: A user asks to research TikTok Shop products; A complete commerce operations workflow.

How do I install Tiktok Shop Operator in Claude Code?

Run `npx skills add aronhy/tiktok-agent-skills --skill tiktok-shop-operator -a claude-code`. Or copy the skill folder (skills/tiktok-shop-operator in aronhy/tiktok-agent-skills) into .claude/skills/tiktok-shop-operator in your project. Claude Code loads it when a task matches its description.

How do I install Tiktok Shop Operator in Codex?

Run `npx skills add aronhy/tiktok-agent-skills --skill tiktok-shop-operator -a codex`. Or copy the skill folder (skills/tiktok-shop-operator in aronhy/tiktok-agent-skills) into .agents/skills/tiktok-shop-operator in your project. Codex loads it when a task matches its description.

Can I use Tiktok Shop Operator 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 aronhy/tiktok-agent-skills --skill tiktok-shop-operator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tiktok-shop-operator, .gemini/skills/tiktok-shop-operator, .github/skills/tiktok-shop-operator and .opencode/skills/tiktok-shop-operator in your project.

What does Tiktok Shop Operator need to run?

Going by SKILL.md and its folder, Tiktok Shop Operator needs credentials named KSS_MCP_KEY. Our summary lists: A credential in KSS_MCP_KEY.

Does Tiktok Shop Operator access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Tiktok Shop Operator 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. Review the folder before installing.

What licence does Tiktok Shop Operator use?

Tiktok Shop Operator 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 Tiktok Shop Operator use?

About 1.2k tokens (SKILL.md is roughly 4.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 8.1k tokens, read only when the agent opens those files.

What are the alternatives to Tiktok Shop Operator?

Skills that share tags, products or a category with Tiktok Shop Operator: Taisly Social Media Posting (taisly/agent, 217 stars), Cassette Video Edit (Cassette-Editor/oh-my-cassette, 119 stars), Showtime (FavioVazquez/showtime, 220 stars) and Hotclip (xixihhhh/hotclip, 310 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Tiktok Shop Operator?

aronhy (a GitHub user) maintains it in aronhy/tiktok-agent-skills, which has 168 GitHub stars. The repository holds 6 skills in this directory. The repository was last updated on August 3, 2026.

Source: aronhy/tiktok-agent-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Tiktok Shop Operator

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

TikTok Shop Operator

Load References

Interpret the Request

Choose Tools

Execute Safely

Respect Action and Credential Boundaries

Present Results

Handle Missing MCP

Files

Compare with similar skills

Similar skills

More from aronhy/tiktok-agent-skills

Related

Questions about Tiktok Shop Operator