Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add aronhy/tiktok-agent-skills --skill tiktok-ads-operatorgit clone --depth 1 https://github.com/aronhy/tiktok-agent-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/aronhy/tiktok-agent-skills/tiktok-ads-operator)<a href="https://agentmods.dev/skills/aronhy/tiktok-agent-skills/tiktok-ads-operator"><img src="https://agentmods.dev/badge/skills/aronhy/tiktok-agent-skills/tiktok-ads-operator/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/aronhy/tiktok-agent-skills/tiktok-ads-operator"><img src="https://agentmods.dev/badge/skills/aronhy/tiktok-agent-skills/tiktok-ads-operator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00059 | $0.00475 |
| Opus 5.5 | $0.00024 | $0.00190 |
| Sonnet 5.5 | $0.00012 | $0.00095 |
| Haiku 4.5 | $0.00006 | $0.00047 |
Grade A, and why
tiktok-ads-operator scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 31 lines — stays where its author put it; the contents beside it link to each section on GitHub.
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.
What ships with it
5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 31 lines · 59 tokens per session scan A 4792d7622410
tiktok-ads-operator is a skill published in the GitHub repository aronhy/tiktok-agent-skills (182 stars, last pushed 3mo ago), licensed MIT. It adds 59 tokens to every session and 475 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
tiktok-ads-operator compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| tiktok-ads-operatoraronhy/tiktok-agent-skills | Skill | 182 | 3mo ago | MIT | A | 59 | Codex |
| imagegenopenai/codex | Skill | 133k | yesterday | Apache-2.0 | A | 113 | Codex |
| playwright-climicrosoft/playwright | Skill | 99k | yesterday | Apache-2.0 | A | 19 | Claude Code |
| local-ai-agentsmicrosoft/ai-agents-for-beginners | Skill | 79k | 4d ago | MIT | A | 200 | Claude Code, Codex |
| systematic-debuggingobra/superpowers | Skill | 313k | 3d ago | MIT | A | 21 | Claude Code |
| next-cache-components-adoptionvercel/next.js | Skill | 143k | yesterday | MIT | A | 95 | Claude Code |
| next-partial-prefetching-adoptionvercel/next.js | Skill | 143k | yesterday | MIT | A | 103 | Claude Code |