Molecode
AtomFlow-AI/MoleCode
A skill your agent uses for deterministic molecule understanding, graph-level editing, generation, and validation with MoleCode — an explicit Mermaid graph in which every atom and bond is a typed…
Agent skill
by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when targeting Nature Reviews Drug Discovery (Nat.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill nature-reviews-drug-discovery -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills nature-reviews-drug-discovery --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/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/English-NaturalScience-Journal-Skills/skills/nature-reviews-drug-discovery .claude/skills/nature-reviews-drug-discovery && 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 "nature-reviews-drug-discovery" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/English-NaturalScience-Journal-Skills/skills/nature-reviews-drug-discovery into .claude/skills/nature-reviews-drug-discovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nature-reviews-drug-discovery", 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/brycewang-stanford/Awesome-Journal-Skills/tree/main/English-NaturalScience-Journal-Skills/skills/nature-reviews-drug-discoveryType 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 brycewang-stanford/Awesome-Journal-Skills --skill nature-reviews-drug-discovery -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills nature-reviews-drug-discovery --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/English-NaturalScience-Journal-Skills/skills/nature-reviews-drug-discovery .agents/skills/nature-reviews-drug-discovery && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "nature-reviews-drug-discovery" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/English-NaturalScience-Journal-Skills/skills/nature-reviews-drug-discovery into .agents/skills/nature-reviews-drug-discovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nature-reviews-drug-discovery", 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 brycewang-stanford/Awesome-Journal-Skills --skill nature-reviews-drug-discovery -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills nature-reviews-drug-discovery --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/English-NaturalScience-Journal-Skills/skills/nature-reviews-drug-discovery .cursor/skills/nature-reviews-drug-discovery && 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 "nature-reviews-drug-discovery" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/English-NaturalScience-Journal-Skills/skills/nature-reviews-drug-discovery into .cursor/skills/nature-reviews-drug-discovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nature-reviews-drug-discovery", 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/brycewang-stanford/Awesome-Journal-Skills.git --path English-NaturalScience-Journal-Skills/skills/nature-reviews-drug-discovery--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 brycewang-stanford/Awesome-Journal-Skills --skill nature-reviews-drug-discovery -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills nature-reviews-drug-discovery --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/English-NaturalScience-Journal-Skills/skills/nature-reviews-drug-discovery .gemini/skills/nature-reviews-drug-discovery && 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 "nature-reviews-drug-discovery" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/English-NaturalScience-Journal-Skills/skills/nature-reviews-drug-discovery into .gemini/skills/nature-reviews-drug-discovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nature-reviews-drug-discovery", 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 brycewang-stanford/Awesome-Journal-Skills nature-reviews-drug-discoveryInstalls 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 brycewang-stanford/Awesome-Journal-Skills --skill nature-reviews-drug-discovery -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/English-NaturalScience-Journal-Skills/skills/nature-reviews-drug-discovery .github/skills/nature-reviews-drug-discovery && 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 "nature-reviews-drug-discovery" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/English-NaturalScience-Journal-Skills/skills/nature-reviews-drug-discovery into .github/skills/nature-reviews-drug-discovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nature-reviews-drug-discovery", 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 brycewang-stanford/Awesome-Journal-Skills --skill nature-reviews-drug-discovery -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills nature-reviews-drug-discovery --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/English-NaturalScience-Journal-Skills/skills/nature-reviews-drug-discovery .opencode/skills/nature-reviews-drug-discovery && 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 "nature-reviews-drug-discovery" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/English-NaturalScience-Journal-Skills/skills/nature-reviews-drug-discovery into .opencode/skills/nature-reviews-drug-discovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nature-reviews-drug-discovery", 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.
nature-reviews-drug-discoveryA skill your agent uses when targeting Nature Reviews Drug Discovery (Nat.
Nature Reviews Drug Discovery is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when targeting Nature Reviews Drug Discovery (Nat. Rev. Drug Discov.) or deciding whether a drug-discovery review or analysis fits this commissioned, authoritative review venue. Encodes the journal's fit, framing, evidence bar, house style, official-submission re-check, and desk-reject heuristics.
Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Research & Science, covering Drug discovery and cheminformatics. The repository describes itself as: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. | 覆盖主流期刊的… The licence is MIT.
Read from SKILL.md and the folder at commit 932eb23. 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.
No scripts in the folder and no shell commands in SKILL.md.
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.
Nature Reviews Drug Discovery loads about 2.3k tokens when it runs. Until then it costs about 83 tokens; SKILL.md has 1,038 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); files beside SKILL.md are not scanned.
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 1,038 words, ~2,273 tokens.
.claude/skills/nature-reviews-drug-discovery/SKILL.md (or your agent's skills folder).Nature Reviews Drug Discovery is a Springer Nature title and the field-defining review journal for drug discovery and development. Its defining character is authoritative, commissioned synthesis: it publishes no primary research, and the great majority of content is solicited by the editors from leaders in pharmacology, medicinal chemistry, translational medicine, and pharma R&D strategy. The journal rewards reviews and analyses that frame where a therapeutic area, target class, or development paradigm stands and where it is heading — integrating mechanism, clinical evidence, pipeline landscape, and commercial and regulatory context — rather than narrow methodological updates. Readership spans academic pharmacologists, biotech and pharma scientists, clinicians, and investors. This skill is a fit / venue-selection / re-framing tool. It does not replace the journal's current official submission guidelines. Because most articles are commissioned, an unsolicited submission almost always begins with a pre-submission proposal. Before submitting, re-check the live author instructions on the Nature Reviews Drug Discovery site.
../../resources/source-basis.md and ../../resources/official-source-map.md; start from the official source anchors for this journal family, then cite the current journal-specific page you checked.nature-medicine).nature-reviews-methods-primers).cell-reports-medicine).[Fit] High / Medium / Low (one-line reason)
[Target] Nature Reviews Drug Discovery
[Topic tags] <2–3 closest topics>
[Method/evidence] <is there a single clear thesis on the field's state/trajectory, and is the synthesis current, sourced, and display-item-driven rather than a survey?>
[Top risk] <the single most likely reason for rejection>
[Official items to re-check] <commissioning/proposal process / article-type & length limits / competing-interest disclosure / pipeline-data sourcing / AI-use disclosure>
[Re-route suggestion] <if not a fit, a better-matched venue>© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in English-NaturalScience-Journal-Skills/skills/nature-reviews-drug-discovery of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Nature Reviews Drug Discovery 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 |
|---|---|---|---|---|---|---|
| Nature Reviews Drug Discovery this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~2.3k | Automated safety check: Pass | MIT | |
| MolecodeAtomFlow-AI/MoleCode | 306 | — | ~1.9k | Automated safety check: Pass | MIT | |
| Drug DiscoveryTommy-yw/RunbookHermes | 546 | 1 repos | ~2.3k | Automated safety check: Pass | MIT | |
| DiffDock Molecular DockingK-Dense-AI/scientific-agent-skills | 48k | 1 repos | ~3k | Automated safety check: Notes | MIT | |
| Biomedical Analysis Dispatchxjtulyc/MedgeClaw | 617 | 1 repos | ~2k | Automated safety check: Pass | None | |
| Biopipelineslocbp-uzh/biopipelines | 109 | — | ~2.4k | Automated safety check: Pass | MIT |
AtomFlow-AI/MoleCode
A skill your agent uses for deterministic molecule understanding, graph-level editing, generation, and validation with MoleCode — an explicit Mermaid graph in which every atom and bond is a typed…
Tommy-yw/RunbookHermes
Pharmaceutical research assistant for drug discovery workflows.
K-Dense-AI/scientific-agent-skills
Predicts how small molecules bind to a protein with DiffDock, covering batch docking, pose ranking by confidence and checks on the results; not for binding affinity.
xjtulyc/MedgeClaw
Routes bioinformatics, drug discovery, clinical and multi-omics tasks from a chat interface to Claude Code sessions running K-Dense scientific skills, with a live dashboard per task.
locbp-uzh/biopipelines
Design and run computational protein and ligand workflows on a GPU: binder and enzyme design, de novo backbone generation, inverse folding and sequence redesign, structure prediction, protein-ligand…
wu-yc/LabClaw
Retrieves chemical compound information from PubChem and ChEMBL with disambiguation, cross-referencing, and quality assessment.
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running and reporting the analysis for an Annals of the American Association of Geographers manuscript — spatial statistics and modeling, remote-sensing accuracy, or…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when positioning an Annals of the American Association of Geographers manuscript in the literature — engaging geographic scholarship across the relevant area and the…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when responding to an Annals of the American Association of Geographers decision letter (major/minor revision) — building a point-by-point response to the subject editor and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when defending the research design of an Annals of the American Association of Geographers manuscript — spatial/quantitative analysis and GIScience, remote-sensing and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when you need to understand how the Annals of the American Association of Geographers evaluates a manuscript — double-anonymous review routed through a subject editor by…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running the final pre-submission preflight for the Annals of the American Association of Geographers via ScholarOne Manuscripts — area/article-type selection…
Categories
A skill your agent uses when targeting Nature Reviews Drug Discovery (Nat. Nature Reviews Drug Discovery is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when targeting Nature Reviews Drug Discovery (Nat.
Nature Reviews Drug Discovery fits situations like: targeting Nature Reviews Drug Discovery (Nat; tasks that involve Drug discovery and cheminformatics.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill nature-reviews-drug-discovery -a claude-code`. Or copy the skill folder (English-NaturalScience-Journal-Skills/skills/nature-reviews-drug-discovery in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/nature-reviews-drug-discovery in your project. Claude Code loads it when a task matches its description.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill nature-reviews-drug-discovery -a codex`. Or copy the skill folder (English-NaturalScience-Journal-Skills/skills/nature-reviews-drug-discovery in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/nature-reviews-drug-discovery 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 brycewang-stanford/Awesome-Journal-Skills --skill nature-reviews-drug-discovery -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/nature-reviews-drug-discovery, .gemini/skills/nature-reviews-drug-discovery, .github/skills/nature-reviews-drug-discovery and .opencode/skills/nature-reviews-drug-discovery in your project.
SKILL.md names no scripts, command-line tools or credentials: Nature Reviews Drug Discovery is instructions for the agent only.
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. Review the folder before installing.
Nature Reviews Drug Discovery is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.3k tokens (SKILL.md is roughly 9.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Nature Reviews Drug Discovery: Molecode (AtomFlow-AI/MoleCode, 306 stars), Drug Discovery (Tommy-yw/RunbookHermes, 546 stars), DiffDock Molecular Docking (K-Dense-AI/scientific-agent-skills, 48k stars) and Biomedical Analysis Dispatch (xjtulyc/MedgeClaw, 617 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.
Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.