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 linkfox-ai/linkfox-skills --skill linkfox-chuhaijiang-tiktok-productgit clone --depth 1 https://github.com/linkfox-ai/linkfox-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/linkfox-ai/linkfox-skills/linkfox-chuhaijiang-tiktok-product)<a href="https://agentmods.dev/skills/linkfox-ai/linkfox-skills/linkfox-chuhaijiang-tiktok-product"><img src="https://agentmods.dev/badge/skills/linkfox-ai/linkfox-skills/linkfox-chuhaijiang-tiktok-product/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/linkfox-ai/linkfox-skills/linkfox-chuhaijiang-tiktok-product"><img src="https://agentmods.dev/badge/skills/linkfox-ai/linkfox-skills/linkfox-chuhaijiang-tiktok-product.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00168 | $0.02833 |
| Opus 5.5 | $0.00067 | $0.01133 |
| Sonnet 5.5 | $0.00034 | $0.00567 |
| Haiku 4.5 | $0.00017 | $0.00283 |
Grade A, and why
linkfox-chuhaijiang-tiktok-product 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 1mo 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 — 152 lines — stays where its author put it; the contents beside it link to each section on GitHub.
TikTok Product Market Intelligence
Use this skill to research public TikTok Shop product markets: discover products, inspect one product, trace its creators/lives/videos/reviews, browse three rankings, or find visually similar products.
Core Concepts
- Monetary fields are usually objects such as
{ "unit": "US", "value": 31 }, but some ranking fields can be plain numbers. Inspect the runtime type before reading and preserveunitwhen an object is returned. - Normal product endpoints require a lowercase marketplace code. Image search accepts an uppercase two-letter code and defaults to
US. - Search and relationship endpoints return at most 10 records per page; ranking endpoints return at most 20.
- Each endpoint call is billed independently. Do not repeat the same endpoint and parameters unless the user explicitly asks; successful responses use a 24-hour local cache keyed by endpoint, gateway, API Key fingerprint, and parameters.
Data Fields
| Field | Meaning |
|---|---|
data.total_count |
Total matching records |
data.items |
Product or relationship records |
data.core.items |
Optional product core metrics when detail include contains core |
data.channel.items |
Optional channel-split sales metrics when detail include contains channel |
id / product_id |
Product or related-entity identifier |
product_name |
Product title |
floor_price / ceiling_price |
Current price range |
product_sold_count* |
Total or windowed sales |
product_gmv* / interval_gmv |
Total or windowed GMV |
product_rating / review_count |
Rating and review volume |
product_images |
Main and thumbnail images |
shop_name / seller_id |
Store identity |
Relationship responses use endpoint-specific prefixed fields. Read references/api.md for the complete request definitions, response paths, key fields, and production-validated structure. Do not assume one shared schema.
Endpoints
| Intent | Endpoint | Script | Points/call |
|---|---|---|---|
| Filter and discover products | /chuhaijiang/products/search |
chuhaijiang_product_search.py |
18 |
| Inspect one product | /chuhaijiang/products/detail |
chuhaijiang_product_detail.py |
9 |
| Find promoting creators | /chuhaijiang/products/related-creators |
chuhaijiang_product_related_creators.py |
18 |
| Find associated livestreams | /chuhaijiang/products/related-lives |
chuhaijiang_product_related_lives.py |
18 |
| Read product reviews | /chuhaijiang/products/reviews |
chuhaijiang_product_reviews.py |
18 |
| Find promoting videos | /chuhaijiang/products/related-videos |
chuhaijiang_product_related_videos.py |
18 |
| Browse most-promoted ranking | /chuhaijiang/products/rankings/most-promoted |
chuhaijiang_product_rank_most_promoted.py |
18 |
| Browse new-arrival ranking | /chuhaijiang/products/rankings/new-arrivals |
chuhaijiang_product_rank_new_arrivals.py |
18 |
| Browse top-selling ranking | /chuhaijiang/products/rankings/top-selling |
chuhaijiang_product_rank_top_selling.py |
18 |
| Search by an uploaded image | /chuhaijiang/products/image-search |
chuhaijiang_product_image_search.py |
30 |
| Upload helper for image search | /chuhaijiang/upload/presigned-url |
upload_image.py |
0 |
What ships with it
14 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.
- references/api.md 18 KB
- references/onboarding.md 2.0 KB
- scripts/chuhaijiang_product_detail.py 13 KB runs code
- scripts/chuhaijiang_product_image_search.py 13 KB runs code
- scripts/chuhaijiang_product_rank_most_promoted.py 13 KB runs code
- scripts/chuhaijiang_product_rank_new_arrivals.py 13 KB runs code
- scripts/chuhaijiang_product_rank_top_selling.py 13 KB runs code
- scripts/chuhaijiang_product_related_creators.py 13 KB runs code
- scripts/chuhaijiang_product_related_lives.py 13 KB runs code
- scripts/chuhaijiang_product_related_videos.py 13 KB runs code
- scripts/chuhaijiang_product_reviews.py 13 KB runs code
- scripts/chuhaijiang_product_search.py 13 KB runs code
- scripts/onboarding.py 24 KB runs code
- scripts/upload_image.py 5.0 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.
- 1mo ago First seen · 152 lines · 168 tokens per session scan A 13d8ab3777e7
linkfox-chuhaijiang-tiktok-product is a skill published in the GitHub repository linkfox-ai/linkfox-skills (109 stars, last pushed 2d ago), licensed MIT. It adds 168 tokens to every session and 2,833 once invoked, about $0.0007 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 2026-09-15.
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