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 luffysolution-svg/obsidian-vault-mcp --skill paper-qagit clone --depth 1 https://github.com/luffysolution-svg/obsidian-vault-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/luffysolution-svg/obsidian-vault-mcp/paper-qa)<a href="https://agentmods.dev/skills/luffysolution-svg/obsidian-vault-mcp/paper-qa"><img src="https://agentmods.dev/badge/skills/luffysolution-svg/obsidian-vault-mcp/paper-qa/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/luffysolution-svg/obsidian-vault-mcp/paper-qa"><img src="https://agentmods.dev/badge/skills/luffysolution-svg/obsidian-vault-mcp/paper-qa.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high Prompt Injection · line 8 Hidden instructions were detected in comments or invisible text. These could contain malicious directives. Manual review is recommended.Fix: Audit all comments and invisible characters. Remove any instructions that direct the agent to perform unauthorized actions. Use plain, reviewable content.
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 | $0.00057 | $0.00287 |
| Opus 5 | $0.00028 | $0.00143 |
| Sonnet 5 | $0.00011 | $0.00057 |
| Haiku 4.5 | $0.00006 | $0.00029 |
Grade A, and why
paper-qa 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 10d 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.
What it actually says
Paper Q&A
- Resolve exactly one source paper.
- Preserve the user's question and stated focus.
- Call
literature_paper_readonce in overview mode. - If the overview leaves a specific gap, make one focused targeted read; do not read every section or figure by default.
- Explain the research problem, core approach, main result, contribution, and important boundary in your own words.
- Use only a few decisive short quotations and keep them in the source language.
- State what the available text does and does not support.
- Answer in chat by default.
Do not call literature_analysis_write from this chat-only skill. If the user asks for persistence, switch to the matching dedicated skill and read its linked output contract before constructing any write call. Route a durable complete note to full-read, and route an exact paragraph, figure, comparison, review, or concept request to its matching skill.
User Customizations
Add local answer conventions below this line.
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.
- 10d ago First seen · 26 lines · 57 tokens per session scan A 5baa355d485d
paper-qa is a skill published in the GitHub repository luffysolution-svg/obsidian-vault-mcp (80 stars, last pushed 1mo ago), licensed MIT. It adds 57 tokens to every session and 287 once invoked, about $0.0003 per session on Opus 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 2026-08-30.
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