Borrowing it
Nothing to install: this file belongs to thomastraum/clarity-api-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/thomastraum/clarity-api-mcp/main/.grok/skills/clarity-upscale/SKILL.mdgit clone --depth 1 https://github.com/thomastraum/clarity-api-mcpWrote 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/thomastraum/clarity-api-mcp/clarity-upscale)<a href="https://agentmods.dev/skills/thomastraum/clarity-api-mcp/clarity-upscale"><img src="https://agentmods.dev/badge/skills/thomastraum/clarity-api-mcp/clarity-upscale/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/thomastraum/clarity-api-mcp/clarity-upscale"><img src="https://agentmods.dev/badge/skills/thomastraum/clarity-api-mcp/clarity-upscale.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 | $0.00072 | $0.00359 |
| Opus 5 | $0.00036 | $0.00179 |
| Sonnet 5 | $0.00014 | $0.00072 |
| Haiku 4.5 | $0.00007 | $0.00036 |
Grade A, and why
clarity-upscale 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 11d 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.
Call the `clarity-api` MCP. Do not curl Clarity yourself. What it actually says
Clarity upscale
Call the clarity-api MCP. Do not curl Clarity yourself.
Input
- Pass a local file path or an
http(s)URL asimage/video. - The server publishes local files to a raw URL (image/video bytes, not an HTML page) then calls Clarity.
- Default publisher is
uguu(expires in 3 hours). Setpublishonly when the user asks:litterbox— pick a 1h/12h/24h/72h host TTLfunnel— Tailscale Funnel, never Serve (Serve is tailnet-only; Clarity cannot fetch it)none— URLs only; local paths will fail
Links that must be raw
Clarity fetches the URL from its cloud. Preview/share pages fail.
- Dropbox
?dl=0share pages: pass them anyway; the server rewrites todl.dropboxusercontent.com. - tmpfiles.org: pass them anyway; the server adds
/dl/. - Do not use 0x0.st from this agent (their ToS blocks AI clients).
Modes
Use clarity_list_models if you need parameter ranges. Then clarity_upscale.
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.
- 11d ago First seen · 34 lines · 72 tokens per session scan A d658a746e4be
clarity-upscale is a skill published in the GitHub repository thomastraum/clarity-api-mcp (1 stars, last pushed 23d ago), licensed MIT. It adds 72 tokens to every session and 359 once invoked, about $0.0004 per session on Opus 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 2026-08-31.
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