Zotero Taxonomy Curator
ganzoth/zotero-taxonomy-curator
Domain-configurable Zotero-to-Obsidian literature curation and paper close-reading skill.
A skill your agent uses when building reusable Obsidian glossary notes from an existing paper source manifest, optionally with a raw-sections override, especially when a reader needs a reviewed…
$ npx skills add 917Dhj/DeepPaperNote --skill paper-glossary -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install 917Dhj/DeepPaperNote paper-glossary --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/917Dhj/DeepPaperNote.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/paper-glossary .claude/skills/paper-glossary && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "paper-glossary" agent skill from https://github.com/917Dhj/DeepPaperNote/tree/main/skills/paper-glossary into .claude/skills/paper-glossary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-glossary", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/917Dhj/DeepPaperNote/tree/main/skills/paper-glossaryType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add 917Dhj/DeepPaperNote --skill paper-glossary -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install 917Dhj/DeepPaperNote paper-glossary --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/917Dhj/DeepPaperNote.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/paper-glossary .agents/skills/paper-glossary && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "paper-glossary" agent skill from https://github.com/917Dhj/DeepPaperNote/tree/main/skills/paper-glossary into .agents/skills/paper-glossary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-glossary", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add 917Dhj/DeepPaperNote --skill paper-glossary -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install 917Dhj/DeepPaperNote paper-glossary --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/917Dhj/DeepPaperNote.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/paper-glossary .cursor/skills/paper-glossary && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "paper-glossary" agent skill from https://github.com/917Dhj/DeepPaperNote/tree/main/skills/paper-glossary into .cursor/skills/paper-glossary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-glossary", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/917Dhj/DeepPaperNote.git --path skills/paper-glossary--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add 917Dhj/DeepPaperNote --skill paper-glossary -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install 917Dhj/DeepPaperNote paper-glossary --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/917Dhj/DeepPaperNote.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/paper-glossary .gemini/skills/paper-glossary && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "paper-glossary" agent skill from https://github.com/917Dhj/DeepPaperNote/tree/main/skills/paper-glossary into .gemini/skills/paper-glossary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-glossary", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install 917Dhj/DeepPaperNote paper-glossaryInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add 917Dhj/DeepPaperNote --skill paper-glossary -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/917Dhj/DeepPaperNote.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/paper-glossary .github/skills/paper-glossary && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "paper-glossary" agent skill from https://github.com/917Dhj/DeepPaperNote/tree/main/skills/paper-glossary into .github/skills/paper-glossary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-glossary", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add 917Dhj/DeepPaperNote --skill paper-glossary -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install 917Dhj/DeepPaperNote paper-glossary --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/917Dhj/DeepPaperNote.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/paper-glossary .opencode/skills/paper-glossary && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "paper-glossary" agent skill from https://github.com/917Dhj/DeepPaperNote/tree/main/skills/paper-glossary into .opencode/skills/paper-glossary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-glossary", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
paper-glossaryA skill your agent uses when building reusable Obsidian glossary notes from an existing paper source manifest, optionally with a raw-sections override, especially when a reader needs a reviewed…
Paper Glossary is an agent skill from 917Dhj/DeepPaperNote. Use when building reusable Obsidian glossary notes from an existing paper source manifest, optionally with a raw-sections override, especially when a reader needs a reviewed shortlist before glossary notes and article links are changed.
Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 27 other files, including scripts and reference files (for example `README.md`, `agents/openai.yaml` and `references/file-contract.md`).
It sits in Research & Science. It works with Obsidian and Zotero. The repository describes itself as: DeepPaperNote is an agent skill for deep-reading a single paper and generating high-quality Obsidian-style research notes. Works with Claude Code, Codex, Cursor, Copilot, Gemini… The licence is MIT.
7 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 1cedf36. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Ships 10 files in scripts/ (Python, from the files we listed), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Paper Glossary loads about 1.5k tokens when it runs, and up to ~18k if it reads all its reference files. Until then it costs about 63 tokens; SKILL.md has 759 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
The full file from 917Dhj/DeepPaperNote at commit 1cedf36, republished under its MIT licence (© 917Dhj). 759 words, ~1,525 tokens.
.claude/skills/paper-glossary/SKILL.md (or your agent's skills folder). This skill also uses 23 other files; get the full folder from GitHub.Build shared glossary notes from *_source_manifest.json. --source-manifest is always required; --raw-sections only overrides its raw_sections_path with an explicit *_raw_sections.jsonl. This skill never runs or modifies a paper-reading workflow; the manifest and raw-sections file are its only paper-content boundary. See references/file-contract.md for JSON and CLI contracts.
~/.paper-glossary/config.json.shortlist_limit. It may only drop or reorder candidates and must preserve each retained proposal candidate's exact term string.plan_glossary.py --review-proposal PROPOSAL --reviewed-terms NAMES; this validates the saved proposal against the current paper source and preserves each full candidate, ordered surface_forms, and provenance.
If review produces an empty reviewed shortlist, report no_candidates and stop without presenting a selector.A broad request, manifest, raw sections path, or article path is not selection approval. A host-native selector is allowed only when it displays the complete same list in one interaction.
Accept only numbers, exact term names, or 全部写入 from the immediately preceding numbered list. Resolve them to the exact displayed term strings before invoking a script; 全部写入 applies only to that list. Invalid selections receive the valid range and another wait. Triage requires both --reviewed-shortlist REVIEW and the resolved exact names in --terms; never use --terms alone or add alias syntax.
Pass the current --source-manifest, optional --raw-sections, and saved --reviewed-shortlist to inventory, writer, and linker. Inventory consumes the saved --triage artifact as its selected-term input; writer and linker must also receive that same saved --triage. They require exact ordered term and surface_forms equality with this independent authorization before any glossary or article write.
--config-path for that device) and does not accept a standalone write destination. With --article, its backlink is derived from the resolved article Markdown stem. Without an article, the glossary-only backlink comes from the validated manifest paper_id. The successful artifact preserves triage_sha256, provenance, article context, ordered mappings, and their deterministic mappings_sha256; the mapping digest binds the triage identity.link_glossary_terms.py.action is created, enriched, or updated in one lint_glossary.py invocation with repeated --input PATH arguments. Do not pass article Markdown to lint_glossary.py.elapsed_ms for its own complete invocation. The single writer invocation includes whole-batch preflight and commit. Do not report separate preflight and commit timings.new entries are created; existing_thin entries receive only missing structured fields and a missing occurrence; existing_complete entries may receive only a missing occurrence. Do not overwrite existing note content. See references/file-contract.md for existing_thin, entry operations, writer forms, and link statuses.
anchor_only: concise paper use plus a thin general explanation.needs_explanation: labeled background explanation with confidence and paper occurrence.occurrence and outside knowledge labeled.© 917Dhj, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 23 other files (scripts, references) in skills/paper-glossary of 917Dhj/DeepPaperNote.
Open the folder on GitHubat commit 1cedf36
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in 917Dhj/DeepPaperNote, which our catalogue first saw on October 7, 2026.
Paper Glossary next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Paper Glossary this skill917Dhj/DeepPaperNote | 1.2k | 1 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Zotero Taxonomy Curatorganzoth/zotero-taxonomy-curator | 160 | — | ~2.3k | Automated safety check: Pass | MIT | |
| Obsidian Paper VaultAperivue/medsci-skills | 331 | — | ~1.6k | Automated safety check: Pass | MIT | |
| Zotero Obsidian BridgeGalaxy-Dawn/claude-scholar | 5.7k | — | ~514 | Automated safety check: Pass | MIT | |
| Lit SyncAperivue/medsci-skills | 331 | — | ~4.6k | Automated safety check: Pass | MIT | |
| Zotlit Citationsaidenlx/zotlit | 1k | — | ~1k | Automated safety check: Pass | AGPL-3.0 |
ganzoth/zotero-taxonomy-curator
Domain-configurable Zotero-to-Obsidian literature curation and paper close-reading skill.
Aperivue/medsci-skills
A skill your agent uses when turning a folder of research PDFs into Obsidian notes, even if Obsidian is not named.
Galaxy-Dawn/claude-scholar
Moves papers from Zotero into an Obsidian project knowledge base as source notes, literature synthesis and writing outputs, with evidence records behind every promoted claim.
Aperivue/medsci-skills
A skill your agent uses when references in a .bib file (often from /search-lit) should land in Zotero and Obsidian.
aidenlx/zotlit
Answer citation questions about an Obsidian vault through ZotLit: which notes cite a work, what a document cites, and why a citation is broken.
AI4Scientist/nano-scientist
Communications-domain literature review with Claude-style knowledge-base-first retrieval.
917Dhj/DeepPaperNote
Generate a high-quality deep-reading note for a single paper and write it into an Obsidian-style vault.
Categories
A skill your agent uses when building reusable Obsidian glossary notes from an existing paper source manifest, optionally with a raw-sections override, especially when a reader needs a reviewed…. Paper Glossary is an agent skill from 917Dhj/DeepPaperNote. Use when building reusable Obsidian glossary notes from an existing paper source manifest, optionally with a raw-sections override, especially when a reader needs a reviewed shortlist before glossary notes and article links are changed.
Paper Glossary fits situations like: building reusable Obsidian glossary notes from an existing paper source manifest; optionally with a raw-sections override; especially when a reader needs a reviewed shortlist before glossary notes and article links are changed.
Run `npx skills add 917Dhj/DeepPaperNote --skill paper-glossary -a claude-code`. Or copy the skill folder (skills/paper-glossary in 917Dhj/DeepPaperNote) into .claude/skills/paper-glossary in your project. Claude Code loads it when a task matches its description.
Run `npx skills add 917Dhj/DeepPaperNote --skill paper-glossary -a codex`. Or copy the skill folder (skills/paper-glossary in 917Dhj/DeepPaperNote) into .agents/skills/paper-glossary in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add 917Dhj/DeepPaperNote --skill paper-glossary -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/paper-glossary, .gemini/skills/paper-glossary, .github/skills/paper-glossary and .opencode/skills/paper-glossary in your project.
Going by SKILL.md and its folder, Paper Glossary needs Python for the scripts in its folder. Our summary lists: Python 3.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Paper Glossary is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.5k tokens (SKILL.md is roughly 6.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 17k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Paper Glossary: Zotero Taxonomy Curator (ganzoth/zotero-taxonomy-curator, 160 stars), Obsidian Paper Vault (Aperivue/medsci-skills, 331 stars), Zotero Obsidian Bridge (Galaxy-Dawn/claude-scholar, 5.7k stars) and Lit Sync (Aperivue/medsci-skills, 331 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
917Dhj (a GitHub user) maintains it in 917Dhj/DeepPaperNote, which has 1,164 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on October 7, 2026.
Source: 917Dhj/DeepPaperNote on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.