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 topviewai/skill --skill topview-tiktok-shop-opsgit clone --depth 1 https://github.com/topviewai/skillWrote 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/topviewai/skill/topview-tiktok-shop-ops)<a href="https://agentmods.dev/skills/topviewai/skill/topview-tiktok-shop-ops"><img src="https://agentmods.dev/badge/skills/topviewai/skill/topview-tiktok-shop-ops/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/topviewai/skill/topview-tiktok-shop-ops"><img src="https://agentmods.dev/badge/skills/topviewai/skill/topview-tiktok-shop-ops.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 | $0.00126 | $0.00689 |
| Opus 5.5 | $0.00050 | $0.00276 |
| Sonnet 5.5 | $0.00025 | $0.00138 |
| Haiku 4.5 | $0.00013 | $0.00069 |
Grade A, and why
topview-tiktok-shop-ops scanned grade A with 1 finding 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
3. **Do not** run `scripts/mcp_call.py`, open SSE yourself, or use curl/raw HTTP. What it actually says
Topview TikTok Shop Ops
TikTok Shop data via the host's unified topview-mcp server (progressive disclosure; domain tiktok; deferred td_* tools).
Step 0 — Bootstrap
- Confirm MCP server
topview-mcpis connected (look foruse_tiktok_data,get_tool_schema,call_tool). Do not expecttd_*as top-level tools/list entries. - If missing, point the user to
mcp.example.json→~/.cursor/mcp.json, reload MCP. - Do not run
scripts/mcp_call.py, open SSE yourself, or use curl/raw HTTP.
Execution
Server: topview-mcp (unified). Never open SSE yourself.
TikTok data tools are deferred. Invoke via progressive disclosure:
- Read the
use_tiktok_datadescription ontools/list(embedded Tools catalog). Callinguse_tiktok_dataonly to list tools is optional. - Pick a deferred
td_*name from the catalog or references/tool_routing.md. get_tool_schemawith{ "name": "<td_*>", "domain": "tiktok" }.call_toolwith{ "name": "<td_*>", "domain": "tiktok", "arguments": { "req": { ... } } }(confirm shape with schema).
Typical host tool ids: mcp__topview-mcp__get_tool_schema / mcp__topview-mcp__call_tool.
Prefer td_* for market/item/creator/video/live intelligence. Do not use use_amazon_data / Amazon deferred names for TikTok intents.
UX Rules
- Be concise; lead with actionable findings.
- Ask for region / category / product identifiers when missing.
- Do not invent private shop-backend ads metrics.
- For video/image/avatar production, chain to
topview-generate. - Match the user's language.
Source
Adapted from Marketing Studio TikTok Shop expert skills (V030) + topview-mcp.
What ships with it
1 file 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 · 57 lines · 126 tokens per session scan A 050409f51354
topview-tiktok-shop-ops is a skill published in the GitHub repository topviewai/skill (42 stars, last pushed 3mo ago), licensed Apache-2.0. It adds 126 tokens to every session and 689 once invoked, about $0.0005 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
topview-tiktok-shop-ops compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| topview-tiktok-shop-opstopviewai/skill | Skill | 42 | 3mo ago | Apache-2.0 | A | 126 | Claude Code |
| amazon-reviews-api-skillbrowser-act/skills | Skill | 6.3k | 2d ago | MIT | A | 124 | Claude Code, Codex |
| amazon-competitor-analyzerbrowser-act/skills | Skill | 6.3k | 2d ago | MIT | A | 48 | Claude Code, Codex |
| asc-subscription-localizationrorkai/app-store-connect-cli-skills | Skill | 1.1k | 2d ago | MIT | A | 60 | Claude Code |
| food-orderBitterbot-AI/bitterbot-desktop | Skill | 2.5k | yesterday | MIT | A | 53 | Claude Code, Codex |
| external-purchasesrshankras/claude-code-apple-skills | Skill | 864 | 2d ago | MIT | A | 76 | Claude Code |
| Product Photoshoot Workflowjau123/MeiGen-AI-Design-MCP | Skill | 1.8k | yesterday | MIT | A | 111 | Claude Code |