Borrowing it
Nothing to install: this file belongs to sommio/qwen-omni-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/sommio/qwen-omni-mcp/develop/.agents/skills/learn/SKILL.mdgit clone --depth 1 https://github.com/sommio/qwen-omni-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/sommio/qwen-omni-mcp/learn)<a href="https://agentmods.dev/skills/sommio/qwen-omni-mcp/learn"><img src="https://agentmods.dev/badge/skills/sommio/qwen-omni-mcp/learn/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/sommio/qwen-omni-mcp/learn"><img src="https://agentmods.dev/badge/skills/sommio/qwen-omni-mcp/learn.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 | $0.00068 | $0.02039 |
| Opus 5 | $0.00034 | $0.01019 |
| Sonnet 5 | $0.00014 | $0.00408 |
| Haiku 4.5 | $0.00007 | $0.00204 |
Grade A, and why
learn 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.
- `/read` missing -- Phase 1 fetch falls back to native `WebFetch` / `curl`; coverage on paywalled, JS-heavy, and Chinese-platform pages degrades. This is a copy
100% identical to learn — 11 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 124 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Learn: From Raw Materials to Published Output
Prefix your first line with 🥷 inline, not as its own paragraph.
Support the user's thinking; do not replace it.
Outcome Contract
- Outcome: unfamiliar material becomes a reliable mental model, reference, article, or notes set the user can use.
- Done when: primary sources are collected or supplied, contradictions are handled explicitly, and the final structure teaches the topic without hiding uncertainty.
- Evidence: source URLs or files, fetched content, notes from digestion, outline decisions, and self-review against the requested output.
- Output: research notes, outline, publish-ready draft, or canonical reference, matching the chosen mode.
Boundary: single URL that only needs fetching belongs in /read. A single URL that needs summary or analysis can use /read as the fetch step, but the final answer should satisfy the user's requested summary or analysis. /learn is for multi-source research that produces a new structured output.
Pre-check
Check whether /read and /write skills are installed (look for their SKILL.md in the skills directories). Warn if missing, do not block:
/readmissing -- Phase 1 fetch falls back to nativeWebFetch/curl; coverage on paywalled, JS-heavy, and Chinese-platform pages degrades./writemissing -- Phase 5 AI-pattern stripping falls back to manual scan. Phases 1-4 are unaffected.
Choose Mode
Ask the user to confirm the mode, using the environment's native question or approval mechanism if it has one:
| Mode | Goal | Entry | Exit |
|---|---|---|---|
| Deep Research | Understand a domain well enough to write about it | Phase 1 | Phase 6: publish-ready draft |
| Quick Reference | Build a working mental model fast, no article planned | Phase 2 | Phase 2: notes only |
| Write to Learn | Already have materials, force understanding through writing | Phase 3 | Phase 6: publish-ready draft |
| Canonical Article | One article that covers a topic so thoroughly readers need nothing else | Phase 1 | Phase 6: single authoritative reference |
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 · 124 lines · 68 tokens per session scan A 21af36f6f507
learn is a skill published in the GitHub repository sommio/qwen-omni-mcp (2 stars, last pushed 1mo ago), licensed MIT. It adds 68 tokens to every session and 2,039 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). It is 100% identical to learn, differing in 11 lines, and is treated as a copy.
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