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cheneternity/Zotero-Analytical-Workflow-Skills
主要是用于zotero论文导入obsidian的转换和管理，包括论文精读和精读模板
History
Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.
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skills/research-vault-ingest-orchestrator/SKILL.md
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skills/research-vault-knowledge-maintainer/SKILL.md
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skills/research-vault-literature-retrieval/SKILL.md
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skills/zotero-analytical-writer/SKILL.md
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skills/zotero-collection-manager/SKILL.md
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skills/zotero-data-fetcher/SKILL.md
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skills/zotero-fulltext-archiver/SKILL.md
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Heat
5.3- Star growth, last 7 daysNot available
- Star growth, last 24 hoursNot available
- Rank movement, last 7 daysNot available
- Commits, last 30 daysNot available
- Accounts asking about it through MCP, last 7 daysNot available
- Hot votes this weekNot available
Heat never changes the order by stars, and sponsorship never touches it. How heat works
Stars over time
Individual skills in this repository
- research-vault-ingest-orchestrator
skills/research-vault-ingest-orchestrator - research-vault-knowledge-maintainer
skills/research-vault-knowledge-maintainer - research-vault-literature-retrieval
skills/research-vault-literature-retrieval - zotero-analytical-writer
skills/zotero-analytical-writer - zotero-collection-manager
skills/zotero-collection-manager - zotero-data-fetcher
skills/zotero-data-fetcher - zotero-fulltext-archiver
skills/zotero-fulltext-archiver
How it works
research-vault-ingest-orchestrator
When your agent uses it
Orchestrate the verified ResearchVault single-paper ingest workflow from Zotero identity through Fulltext, Analytical Note, Knowledge decision, validation, and append-only logging. Use only when the user explicitly identifies paper(s) to add or asks to assess the ingest state of specified paper(s).
What it loads into context
Frontmatter
70 tokensAlways available to the agent
SKILL.md
1,990 tokensWhen the skill is activated
Reference documents
1,952 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose and boundary
- Required specialist Skills
- Workflow
- Workflow modes
- Minimal-action decision table
- Production rules
- Logging and completion
- References
Files
SKILL.mdcore9,711 bytesSKILL.mdcore9,711 bytesSKILL.mdcore9,711 bytesSKILL.mdcore9,711 bytesSKILL.mdcore9,711 bytesreferences/ingest-gates.mddoc1,547 bytesreferences/pipeline.mddoc2,439 bytesreferences/system-architecture.mddoc1,222 bytesreferences/validation-contract.mddoc2,126 bytesreferences/workflow-states.mddoc1,761 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubresearch-vault-knowledge-maintainer
When your agent uses it
Maintain a persistent research knowledge layer from existing analytical literature notes in the user's active Vault. Use when creating or incrementally updating cross-paper themes, concepts, methods, relationships, controversies, syntheses, indexes or logs; or when checking traceability, duplicates, conflicts and stale claims. Preserve note-first retrieval and use linked fulltexts only for targeted verification.
What it loads into context
Frontmatter
83 tokensAlways available to the agent
SKILL.md
3,378 tokensWhen the skill is activated
Reference documents
1,155 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Workspace resolution
- Guardrails
- Frozen schema
- Formal Knowledge Page Discovery Rule
- Knowledge Template Rule
- Chinese-first Knowledge Writing Rule
- Workflow
- Required frontmatter
- Human-readable Citation Rule
- Machine Identity Resolution Rule
- Claim-level Evidence Rule
- Evidence Role Rule
- Query routing
Scripts executed separately
scripts/validate_research_vault_knowledge.py
Files
SKILL.mdcore17,052 bytesSKILL.mdcore17,052 bytesSKILL.mdcore17,052 bytesSKILL.mdcore17,052 bytesSKILL.mdcore17,052 bytesSKILL.mdcore17,052 bytesSKILL.mdcore17,052 bytesSKILL.mdcore17,052 bytesreferences/knowledge-schema.mddoc4,458 bytesreferences/synthesis-maturity-gate.mddoc621 bytesscripts/validate_research_vault_knowledge.pyruns7,514 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubresearch-vault-literature-retrieval
When your agent uses it
ResearchVault 文献知识问题的默认检索技能。先从当前 Vault 的 Analytical Notes 定位相关论文，再按需要定向进入对应 Fulltext，必要时回到 Zotero PDF 验证。若用户明确要求基于当前项目文件检索，优先执行严格的项目文件检索后再回答。纯 Skill、代码、Git、文件整理和转换工具调试任务不自动触发文献检索。
What it loads into context
Frontmatter
107 tokensAlways available to the agent
SKILL.md
3,713 tokensWhen the skill is activated
Reference documents
493 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 核心定位
- 工作区与身份规则
- Activation Policy
- Strict project-file retrieval mode
- Knowledge-aware routing
- 默认 Retrieval Workflow
- 四条强规则
- Fulltext 搜索范围
- 证据与引用规则
- 研究方向与跨论文比较
- Index Isolation Rule
- 五个逻辑测试
- 综述型问题的 paper-level retrieval state machine
Files
SKILL.mdcore15,412 bytesSKILL.mdcore15,412 bytesSKILL.mdcore15,412 bytesSKILL.mdcore15,412 bytesagents/openai.yamlasset595 bytesreferences/retrieval-routing.mddoc2,616 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubzotero-analytical-writer
When your agent uses it
使用 Zotero metadata、批注和可访问的全文证据，按当前 Vault 模板创建或更新中文精读笔记，并确保 Zotero 链接、公式与原文引用真实可追溯。
What it loads into context
Frontmatter
60 tokensAlways available to the agent
SKILL.md
1,667 tokensWhen the skill is activated
Reference documents
939 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Canonical template
- 职责与语料顺序
- Knowledge handoff contract
- Frontmatter 与稳定身份
- 原文引用规则
- 内容与格式约束
- 写入与索引
Files
SKILL.mdcore6,773 bytes../../templates/论文精读模板.mddoc3,429 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubzotero-collection-manager
When your agent uses it
按 Zotero Collection 增量调度 Fetcher、Fulltext Archiver、Analytical Writer 和一致性校验，使用可重试状态而不是以“存在笔记”或临时跳过判断完成；默认单篇/小批量运行，支持断点续传。
What it loads into context
Frontmatter
73 tokensAlways available to the agent
SKILL.md
1,104 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 工作区与能力发现
- 调度链
- 增量与安全规则
- 每篇论文的状态模型
- 日志
Files
SKILL.mdcore4,282 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubzotero-data-fetcher
When your agent uses it
根据 Zotero Item Key 或标题，从当前 agent 可访问的 Zotero 数据源或用户提供的论文材料中提取元数据、批注和正文证据。此技能不翻译、不总结、不替代全文证据。
What it loads into context
Frontmatter
61 tokensAlways available to the agent
SKILL.md
1,149 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 职责
- 数据源发现
- 身份核对与输出
- 原始材料提取
- 交付约束
Scripts executed separately
../../tools/zotero_readonly_fetch.py
Files
SKILL.mdcore4,289 bytes../../tools/zotero_readonly_fetch.pyruns7,250 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubzotero-fulltext-archiver
When your agent uses it
将当前环境可访问的 Zotero PDF 或已提供的转换结果归档为可追踪的 Fulltext Markdown，保留原文、图片、稳定身份和 Note 关联。此技能不做中文总结、不改写论文正文、不负责用户检索。
What it loads into context
Frontmatter
70 tokensAlways available to the agent
SKILL.md
1,322 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 职责边界
- 1. 解析当前环境
- 2. 转换与来源完整性
- 3. 正式归档位置与图片
- 4. Fulltext Frontmatter
- 5. 原文与页码规则
- 6. 关联与完成状态
Files
SKILL.mdcore5,099 bytesSKILL.mdcore5,099 bytesagents/openai.yamlasset385 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubSkills included
- research-vault-ingest-orchestrator
- research-vault-knowledge-maintainer
- research-vault-literature-retrieval
- zotero-analytical-writer
- zotero-collection-manager
- zotero-data-fetcher
- zotero-fulltext-archiver
Repository facts
- License
- No license detected
- Created
- Apr 10, 2026
- Last pushed
- Sep 30, 2026
- Forks
- 52
- Open issues
- 0
- Project activity
- Active
Rank over the last 12 weeks
Now #867 · best #805 · down 17 in 30 days
- #884 on Oct 18
- #930 on Oct 19
- #931 on Oct 20
- #944 on Oct 21
- #929 on Oct 23
- #867 since Oct 24
71 earlier periods
- #836 on Aug 2
- #838 on Aug 8
- #844 on Aug 9
- #881 on Aug 10
- #884 on Aug 11
- #879 on Aug 12
- #887 on Aug 13
- #865 on Aug 14
- #838 on Aug 15
- #860 on Aug 16
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- #886 on Aug 24
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- #838 on Aug 29
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- #886 on Aug 31
- #919 on Sep 1
- #891 on Sep 2
- #894 on Sep 3
- #856 on Sep 4
- #830 on Sep 5
- #865 on Sep 6
- #894 on Sep 7
- #911 on Sep 8
- #895 on Sep 9
- #894 on Sep 10
- #860 on Sep 11
- #855 on Sep 12
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- #892 on Sep 14
- #881 on Sep 15
- #891 on Sep 16
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- #850 on Sep 24
- #805 on Sep 25
- #825 on Sep 26
- #848 on Sep 27
- #891 on Sep 28
- #918 on Sep 29
- #887 on Sep 30
- #832 on Oct 1
- #844 on Oct 2
- #819 on Oct 3
- #875 on Oct 5
- #864 on Oct 6
- #901 on Oct 7
- #942 on Oct 8
- #907 on Oct 9
- #884 on Oct 10
- #882 on Oct 11
- #912 on Oct 12
- #924 on Oct 13
- #938 on Oct 14
- #923 on Oct 15
- #922 on Oct 16
- #902 on Oct 17
Before you install
Local scriptsAutomated signals, not a guarantee
Checked Nov 5, 2026
Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.
Show 15 notes
skills/research-vault-ingest-orchestrator/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/research-vault-ingest-orchestrator/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/research-vault-ingest-orchestrator/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/research-vault-ingest-orchestrator/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/research-vault-knowledge-maintainer/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/research-vault-knowledge-maintainer/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/research-vault-knowledge-maintainer/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/research-vault-knowledge-maintainer/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/research-vault-knowledge-maintainer/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/research-vault-knowledge-maintainer/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/research-vault-knowledge-maintainer/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/research-vault-literature-retrieval/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/research-vault-literature-retrieval/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/research-vault-literature-retrieval/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/zotero-fulltext-archiver/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzed
- No broad tool permissions
- No dangerous shell commands
- No network access
- No hidden or obfuscated text
- No instruction overrides
- 2 executable scriptsin 2 files: research-vault-knowledge-maintainer/scripts/validate_research_vault_knowledge.py:1 tools/zotero_readonly_fetch.py:1
- 1 reference to secretsin 1 file: tools/zotero_readonly_fetch.py:20
- No requests to vote in Hot
Show all 3 signals by file
skills/research-vault-knowledge-maintainer/scripts/validate_research_vault_knowledge.py
- Executable scriptline 1
#!/usr/bin/env python3
How the signals fit together
Facts from a static read of the files at the pinned commit. They describe what the code does, not why.
Some files could not be read; the facts below still hold.
Signal confidence: 3 facts
- Executable script in code of a file that runsresearch-vault-knowledge-maintainer/scripts/validate_research_vault_knowledge.py:1High confidence
- Executable script in code of a file that runstools/zotero_readonly_fetch.py:1High confidence
- Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuetools/zotero_readonly_fetch.py:20Low confidence
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Compatible | Standard SKILL.md skills/research-vault-ingest-orchestrator/SKILL.md | .claude/skills/<skill-name>/ |
| Codex | Compatible | Standard SKILL.md skills/research-vault-ingest-orchestrator/SKILL.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md skills/research-vault-ingest-orchestrator/SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md skills/research-vault-ingest-orchestrator/SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md skills/research-vault-ingest-orchestrator/SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard SKILL.md skills/research-vault-ingest-orchestrator/SKILL.md | .opencode/skills/<skill-name>/ |
- Native The repository ships a manifest, folder or frontmatter field for this agent.
- Compatible A standard SKILL.md that this agent can read.
- Unknown No evidence either way.
Derived automatically from paths, manifests and frontmatter. Not tested on each agent.
