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-youtube-kol-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-youtube-kol-ops)<a href="https://agentmods.dev/skills/topviewai/skill/topview-youtube-kol-ops"><img src="https://agentmods.dev/badge/skills/topviewai/skill/topview-youtube-kol-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-youtube-kol-ops"><img src="https://agentmods.dev/badge/skills/topviewai/skill/topview-youtube-kol-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 | $0.00660 |
| Opus 5.5 | $0.00050 | $0.00264 |
| Sonnet 5.5 | $0.00025 | $0.00132 |
| Haiku 4.5 | $0.00013 | $0.00066 |
Grade A, and why
topview-youtube-kol-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 YouTube KOL Ops
Merchant-facing YouTube creator research via the host's unified topview-mcp server (progressive disclosure; domain youtube_kol).
Step 0 — Bootstrap
- Confirm MCP server
topview-mcpis connected (look foruse_youtube_kol,get_tool_schema,call_tool). - 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.
YouTube KOL tools are deferred. Invoke via progressive disclosure:
- Read the
use_youtube_koldescription ontools/list(embedded Tools catalog). Callinguse_youtube_kolonly to list tools is optional. - Pick a deferred
youtube_kol_*name from the catalog or references/tool_routing.md. get_tool_schemawith{ "name": "<youtube_kol_*>", "domain": "youtube_kol" }.call_toolwith{ "name": "<youtube_kol_*>", "domain": "youtube_kol", "arguments": { "req": { ... } } }(confirm shape with schema).
Typical host tool ids: mcp__topview-mcp__get_tool_schema / mcp__topview-mcp__call_tool.
Prefer youtube_kol_auto_quote_saved over write tool youtube_kol_auto_quote unless the user explicitly wants a new saved quote.
UX Rules
- Prefer analysis and shortlists over CRM execution.
- Never invent subscriber/metrics; report empty/failed tool results honestly.
- Creative production →
topview-generate. - Match the user's language.
Source
Adapted from Marketing Studio youtube-kol-ops-assistant (V049).
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 · 56 lines · 126 tokens per session scan A 4e762a9b2886
topview-youtube-kol-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 660 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-youtube-kol-ops compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| topview-youtube-kol-opstopviewai/skill | Skill | 42 | 3mo ago | Apache-2.0 | A | 126 | Claude Code |
| 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 |