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passage-qa

passage-qa is a skill for Claude Code, Codex from shuishousong/zotero-ima-mcp. It costs 39 tokens per session (287 once invoked), scanned A, original, MIT.

A skill for locating specific passages, methods, data sources, or conclusions inside one research paper, with the option to save the result.

In plain words
What is it for?
Use it to find where a method, dataset, or conclusion appears and provide the relevant passage or section.
Why use it?
It saves time when you need the exact place in a paper that supports a particular answer.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

not rated 1repo 3mo ago A scan 39 tokens original MIT

Good fit Use it to find where a method, dataset, or conclusion appears and provide the relevant passage or section.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/shuishousong/zotero-ima-mcp/passage-qa
View source ↗ shuishousong/zotero-ima-mcp
Install

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.

Any agent
npx skills add shuishousong/zotero-ima-mcp --skill passage-qa
Clone the repo
git clone --depth 1 https://github.com/shuishousong/zotero-ima-mcp

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for passage-qa

README.md
[![agentmods](https://agentmods.dev/badge/skills/shuishousong/zotero-ima-mcp/passage-qa/github.svg)](https://agentmods.dev/skills/shuishousong/zotero-ima-mcp/passage-qa)
Your own site
<a href="https://agentmods.dev/skills/shuishousong/zotero-ima-mcp/passage-qa"><img src="https://agentmods.dev/badge/skills/shuishousong/zotero-ima-mcp/passage-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.

agentmods 80×15 button for passage-qa

Your own site · 80×15
<a href="https://agentmods.dev/skills/shuishousong/zotero-ima-mcp/passage-qa"><img src="https://agentmods.dev/badge/skills/shuishousong/zotero-ima-mcp/passage-qa.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 39 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 287 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00039 $0.00287
Opus 5.5 $0.00016 $0.00115
Sonnet 5.5 $0.00008 $0.00057
Haiku 4.5 $0.00004 $0.00029

Measured 2mo ago against content hash c4f200f21b69, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

passage-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 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.

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.

skills/passage-qa/SKILL.md · 29 lines

What it actually says

passage-qa

针对单篇文献定位具体段落（方法、数据、结论），可选把问答保存为 passage_qa 分析。

触发条件

用户要求：这段在论文哪里、这个方法是怎么做的、数据来源在哪、结论在哪一段等。

流程

  1. zotero_search_items 定位文献，取 zoteroKey。
  2. literature_retrieve 传入 query 定位相关段落；或 literature_paper_read（mode=sections）按 section 读取。
  3. 给出原文段落引用 + 回答。
  4. 若用户要求保存，literature_analysis_write 写入：
    • analysisType: passage_qa
    • sourceKey: zoteroKey
    • question: 用户问题
    • managedContent: 定位到的段落 + 回答

输出要求

  • 必须给出原文出处（章节或段落摘录）。
  • 不改写原文数字、公式、名称。
Changes

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.

  1. 2mo ago First seen · 29 lines · 39 tokens per session scan A c4f200f21b69

Subscribe to this mod's changes

passage-qa is a skill published in the GitHub repository shuishousong/zotero-ima-mcp (1 stars, last pushed 3mo ago), licensed MIT. It adds 39 tokens to every session and 287 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-08-31.

LiteratureResearchZoteroai-agentmcp
Related

passage-qa compared with skills from other repositories

passage-qa next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
passage-qashuishousong/zotero-ima-mcpSkill13mo agoMITA39Claude Code, Codex
literature-mentorbahayonghang/my-ai-cli-toolkitSkill1710d agoMITA121Claude Code, Codex
zotero-cli54yyyu/zotero-mcpSkill5.8k2d agoMITA93Claude Code, Codex
annotate-paper54yyyu/zotero-mcpSkill5.8k2d agoMITA82Claude Code, Codex
deeppapernote917Dhj/DeepPaperNoteSkill1.3ktodayMITA71Claude Code, Codex
paper-glossary917Dhj/DeepPaperNoteSkill1.3ktodayMITA46Claude Code, Codex
fin-ref-papercsmar432/finai-researchSkill1095d agoMITA47Claude Code, Codex