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 krillinai/growth-skills --skill tiktok-ads-auditgit clone --depth 1 https://github.com/krillinai/growth-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/krillinai/growth-skills/tiktok-ads-audit)<a href="https://agentmods.dev/skills/krillinai/growth-skills/tiktok-ads-audit"><img src="https://agentmods.dev/badge/skills/krillinai/growth-skills/tiktok-ads-audit/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/krillinai/growth-skills/tiktok-ads-audit"><img src="https://agentmods.dev/badge/skills/krillinai/growth-skills/tiktok-ads-audit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high Privilege Escalation · line 42 Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
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 | $0.00086 | $0.01782 |
| Opus 5.5 | $0.00034 | $0.00713 |
| Sonnet 5.5 | $0.00017 | $0.00356 |
| Haiku 4.5 | $0.00009 | $0.00178 |
Grade A, and why
tiktok-ads-audit 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 — 91 lines — stays where its author put it; the contents beside it link to each section on GitHub.
TikTok Ads Audit
Audit supplied international TikTok Ads evidence without logging into or changing an account. Separate creative content, paid delivery, platform attribution, organic post evidence, business outcomes, and incrementality. Return bounded findings and decision rules rather than generic creative formulas or invented targets.
Read input-contract.md before requesting or validating exports. Read analysis-methods.md for structure, delivery, creative, Spark Ads, destination, measurement, economics, and change-diagnosis methods. Apply evidence-and-boundaries.md to every claim and action. Use playbook-sources.md for the pinned Growth Playbook basis and current official TikTok references.
Select One Mode
| Mode | Use |
|---|---|
intake |
Build or validate the canonical local bundle and identify decision-critical missing evidence |
full |
Audit structure, delivery, creative, Spark evidence, destinations, measurement, customer quality, and economics |
creative |
Audit concepts, hooks, variants, formats, creators, sound, captions, fatigue signals, claims, and usage rights |
spark |
Audit supplied Spark Ads identity, post, authorization-status, rights-scope, organic, paid, and destination evidence |
measurement |
Audit event definitions, Pixel, Events API, app or MMP evidence, attribution, reconciliation, customer definitions, and incrementality |
performance |
Investigate a reported change without treating its timing, magnitude, or cause as verified |
out-of-scope |
Decline Douyin/Ocean Engine use, live account access, credential handling, or external action and provide a safe handoff |
Name one primary mode. A partial bundle can support a bounded creative, Spark, or measurement review; mark unsupported sections unavailable.
Fix The Platform Scope
Record TikTok Ads Manager (international) as the platform scope, then capture the decision, owner, market, dates, currency, objective, qualified outcome, destination type, comparison and maturation windows, economic boundary, constraints, and requested action.
What ships with it
15 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.
- assets/input-bundle/ad-groups.template.csv 313 B
- assets/input-bundle/ads.template.csv 335 B
- assets/input-bundle/business-outcomes.template.csv 264 B
- assets/input-bundle/campaigns.template.csv 184 B
- assets/input-bundle/context.template.json 444 B
- assets/input-bundle/creatives.template.csv 460 B
- assets/input-bundle/daily-performance.template.csv 329 B
- assets/input-bundle/event-definitions.template.csv 319 B
- assets/input-bundle/landing-pages.template.csv 289 B
- references/analysis-methods.md 5.8 KB
- references/evidence-and-boundaries.md 3.0 KB
- references/input-contract.md 6.2 KB
- references/playbook-sources.md 1.8 KB
- scripts/test_validate_input_bundle.py 5.5 KB runs code
- scripts/validate_input_bundle.py 15 KB runs code
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 · 91 lines · 86 tokens per session scan A fd6e860bdd87
tiktok-ads-audit is a skill published in the GitHub repository krillinai/growth-skills (43 stars, last pushed 2mo ago), licensed MIT. It adds 86 tokens to every session and 1,782 once invoked, about $0.0003 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 2026-09-03.
tiktok-ads-audit compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| tiktok-ads-auditkrillinai/growth-skills | Skill | 43 | 2mo ago | MIT | A | 86 | Claude Code, 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 |