Paid Ads Audit
AgriciDaniel/claude-ads
Runs a source-grounded paid advertising audit across up to 12 ad platforms, with parallel platform workers, deterministic scoring and a versioned JSON bundle.
A skill your agent uses when a user needs TikTok Ads account auditing, campaign planning, performance optimization, paid-media measurement, or approved TikTok Marketing execution for Web, App, Lead…
Install Tiktok Ads Operator
$ npx skills add aronhy/tiktok-agent-skills --skill tiktok-ads-operator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aronhy/tiktok-agent-skills tiktok-ads-operator --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/aronhy/tiktok-agent-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/tiktok-ads-operator .claude/skills/tiktok-ads-operator && rm -rf skills-srcUse ~/.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/
Install the "tiktok-ads-operator" agent skill from https://github.com/aronhy/tiktok-agent-skills/tree/main/skills/tiktok-ads-operator into .claude/skills/tiktok-ads-operator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tiktok-ads-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 install https://github.com/aronhy/tiktok-agent-skills/tree/main/skills/tiktok-ads-operatorType 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.
$ npx skills add aronhy/tiktok-agent-skills --skill tiktok-ads-operator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aronhy/tiktok-agent-skills tiktok-ads-operator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aronhy/tiktok-agent-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/tiktok-ads-operator .agents/skills/tiktok-ads-operator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "tiktok-ads-operator" agent skill from https://github.com/aronhy/tiktok-agent-skills/tree/main/skills/tiktok-ads-operator into .agents/skills/tiktok-ads-operator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tiktok-ads-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.
$ npx skills add aronhy/tiktok-agent-skills --skill tiktok-ads-operator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aronhy/tiktok-agent-skills tiktok-ads-operator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aronhy/tiktok-agent-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/tiktok-ads-operator .cursor/skills/tiktok-ads-operator && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "tiktok-ads-operator" agent skill from https://github.com/aronhy/tiktok-agent-skills/tree/main/skills/tiktok-ads-operator into .cursor/skills/tiktok-ads-operator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tiktok-ads-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 https://github.com/aronhy/tiktok-agent-skills.git --path skills/tiktok-ads-operator--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add aronhy/tiktok-agent-skills --skill tiktok-ads-operator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aronhy/tiktok-agent-skills tiktok-ads-operator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aronhy/tiktok-agent-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/tiktok-ads-operator .gemini/skills/tiktok-ads-operator && rm -rf skills-srcUse ~/.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/
Install the "tiktok-ads-operator" agent skill from https://github.com/aronhy/tiktok-agent-skills/tree/main/skills/tiktok-ads-operator into .gemini/skills/tiktok-ads-operator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tiktok-ads-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.
$ gh skill install aronhy/tiktok-agent-skills tiktok-ads-operatorInstalls 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).
$ npx skills add aronhy/tiktok-agent-skills --skill tiktok-ads-operator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aronhy/tiktok-agent-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/tiktok-ads-operator .github/skills/tiktok-ads-operator && rm -rf skills-srcUse ~/.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/
Install the "tiktok-ads-operator" agent skill from https://github.com/aronhy/tiktok-agent-skills/tree/main/skills/tiktok-ads-operator into .github/skills/tiktok-ads-operator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tiktok-ads-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.
$ npx skills add aronhy/tiktok-agent-skills --skill tiktok-ads-operator -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aronhy/tiktok-agent-skills tiktok-ads-operator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aronhy/tiktok-agent-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/tiktok-ads-operator .opencode/skills/tiktok-ads-operator && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "tiktok-ads-operator" agent skill from https://github.com/aronhy/tiktok-agent-skills/tree/main/skills/tiktok-ads-operator into .opencode/skills/tiktok-ads-operator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tiktok-ads-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-ads-operator- GitHub stars
- 167
- Token cost
- ~613 tokens
- SKILL.md length
- 261 words
- Files
- 6 (incl. references)
- Skills in repo
- 6
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when a user needs TikTok Ads account auditing, campaign planning, performance optimization, paid-media measurement, or approved TikTok Marketing execution for Web, App, Lead…
- A user needs TikTok Ads account auditing
- SKILL.md covers Required references, Route the request, Execution safety and Evidence and handoffs
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Campaign planning
What it does
Tiktok Ads Operator is an agent skill from aronhy/tiktok-agent-skills. Use when a user needs TikTok Ads account auditing, campaign planning, performance optimization, paid-media measurement, or approved TikTok Marketing execution for Web, App, Lead, Reach, Video, Shop Ads, Product Sales, Spark Ads, or GMV Max.
Its SKILL.md is about 610 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/objective-matrix.md` and `references/report-template.md`).
It sits in Marketing & SEO, covering Paid advertising. It works with TikTok. 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 needs TikTok Ads account auditing
- Campaign planning
- Performance optimization
- Paid-media measurement
Example prompts
- “/tiktok-ads-operator”
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 no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Tiktok Ads Operator loads about 613 tokens when it runs, and up to ~7k if it reads all its reference files. Until then it costs about 65 tokens; SKILL.md has 261 words of instructions outside code blocks.
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). 261 words, ~613 tokens.
Download SKILL.mdSave it as
.claude/skills/tiktok-ads-operator/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.- name
- tiktok-ads-operator
- description
- Use when a user needs TikTok Ads account auditing, campaign planning, performance optimization, paid-media measurement, or approved TikTok Marketing execution for Web, App, Lead, Reach, Video, Shop Ads, Product Sales, Spark Ads, or GMV Max.
TikTok Ads Operator
Use this provider-neutral controller for paid-media work. Keep paid, organic, Shop, and private-lead evidence and metrics distinct.
Required references
Before responding, load workflow.md, objective-matrix.md, and report-template.md. Follow their contracts; live tool schemas and current official documentation override conditional guidance.
Route the request
Use one mode: account audit, new campaign plan, existing-account optimization, or approved execution. For a full plan, apply the workflow input gate and ask exactly the first missing decision-changing question. For a narrow read-only question, ask only for inputs needed for that calculation. Do not fabricate account, target, tracking, budget, or performance values.
Inspect available tools, permissions, and live schemas before choosing an operation. Never invent provider commands, fields, enums, limits, or current platform behavior. If capability is unavailable, provide analysis, a validated parameter draft, or a manual Ads Manager checklist.
Execution safety
Read-only discovery, planning, and previews do not change external state. Before every write, present the complete change preview and obtain approval scoped to that batch. Create Campaigns, Ad Groups, and Ads paused or disabled. Require a second explicit approval to enable delivery, increase budget, delete, upload customer data, or create/customize audiences.
Never blindly retry a potentially successful create. Preserve returned IDs, re-read and reconcile external state, report completed and incomplete objects, then ask before resuming.
Evidence and handoffs
Use $tiktok-shop-operator for product, Shop, creator, affiliate, and shoppable-content evidence; $tiktok-account-audit for public-profile and organic evidence; and $tiktok-lead-generation-operator for private-lead definitions, qualification, and handoff. Routing never authorizes an external action.
Use the report template's fixed order, evidence labels, confidence, measurement compatibility checks, and execution ledger.
© aronhy, 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 5 other files (references) in skills/tiktok-ads-operator of aronhy/tiktok-agent-skills.
- SKILL.md
- agents/openai.yaml
- references/LICENSE.hyperfx
- references/objective-matrix.md
- references/report-template.md
- references/workflow.md
Open the folder on GitHubat commit ef939f8
Compare with similar skills
Tiktok Ads 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Tiktok Ads Operator this skillaronhy/tiktok-agent-skills | 167 | — | ~613 | Automated safety check: Pass | MIT | |
| Paid Ads AuditAgriciDaniel/claude-ads | 9.8k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Ad Spend Allocatoririnabuht12-oss/marketing-skills | 4k | — | ~1.3k | Automated safety check: Pass | None | |
| Ad Creativecoreyhaines31/marketingskills | 54k | — | ~6.3k | Automated safety check: Pass | MIT | |
| Money Adsiamzifei/show-me-the-money | 1k | — | ~2.4k | Automated safety check: Pass | Custom licence | |
| Mena Adsgrowthack88/growth-marketing-os | 116 | — | ~2.5k | Automated safety check: Pass | MIT |
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Ad Spend Allocator
irinabuht12-oss/marketing-skills
Multi-channel budget optimization using MER, marginal ROAS, and diminishing returns analysis.
Ad Creative
coreyhaines31/marketingskills
When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform.
Money Ads
iamzifei/show-me-the-money
Paid advertising automation for Google Ads, Meta Ads, and other ad platforms.
Mena Ads
growthack88/growth-marketing-os
MENA Ads Command Center — a complete paid-ads operating system for the Arab world (Egypt, KSA, UAE, GCC, Levant, North Africa) and global accounts.
TikTok Ads Audit
AgriciDaniel/claude-ads
Audits a TikTok Ads account across measurement, creative, audiences, Smart+, commerce, bidding, budgets, attribution and policy, returning structured findings.
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Related
Works with
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Questions about Tiktok Ads Operator
What does Tiktok Ads Operator do?
A skill your agent uses when a user needs TikTok Ads account auditing, campaign planning, performance optimization, paid-media measurement, or approved TikTok Marketing execution for Web, App, Lead…. Tiktok Ads Operator is an agent skill from aronhy/tiktok-agent-skills. Use when a user needs TikTok Ads account auditing, campaign planning, performance optimization, paid-media measurement, or approved TikTok Marketing execution for Web, App, Lead, Reach, Video, Shop Ads, Product Sales, Spark Ads, or GMV Max.
When should I use Tiktok Ads Operator?
Tiktok Ads Operator fits situations like: A user needs TikTok Ads account auditing; campaign planning; performance optimization; paid-media measurement.
How do I install Tiktok Ads Operator in Claude Code?
Run `npx skills add aronhy/tiktok-agent-skills --skill tiktok-ads-operator -a claude-code`. Or copy the skill folder (skills/tiktok-ads-operator in aronhy/tiktok-agent-skills) into .claude/skills/tiktok-ads-operator in your project. Claude Code loads it when a task matches its description.
How do I install Tiktok Ads Operator in Codex?
Run `npx skills add aronhy/tiktok-agent-skills --skill tiktok-ads-operator -a codex`. Or copy the skill folder (skills/tiktok-ads-operator in aronhy/tiktok-agent-skills) into .agents/skills/tiktok-ads-operator in your project. Codex loads it when a task matches its description.
Can I use Tiktok Ads 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-ads-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-ads-operator, .gemini/skills/tiktok-ads-operator, .github/skills/tiktok-ads-operator and .opencode/skills/tiktok-ads-operator in your project.
What does Tiktok Ads Operator need to run?
SKILL.md names no scripts, command-line tools or credentials: Tiktok Ads Operator is instructions for the agent only.
Does Tiktok Ads 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 Ads 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 Ads Operator use?
Tiktok Ads 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 Ads Operator use?
About 613 tokens (SKILL.md is roughly 2.5k 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 6.4k tokens, read only when the agent opens those files.
What are the alternatives to Tiktok Ads Operator?
Skills that share tags, products or a category with Tiktok Ads Operator: Paid Ads Audit (AgriciDaniel/claude-ads, 9.8k stars), Ad Spend Allocator (irinabuht12-oss/marketing-skills, 4k stars), Ad Creative (coreyhaines31/marketingskills, 54k stars) and Money Ads (iamzifei/show-me-the-money, 1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Tiktok Ads Operator?
aronhy (a GitHub user) maintains it in aronhy/tiktok-agent-skills, which has 167 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.