GitHub Deep Research
bytedance/deer-flow
Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams.
A skill your agent uses to choose the PNAS Nexus article type, structure the main text, and hold the page-based length budget — Research Report / Brief Report / Perspective / Review / Registered…
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill pnasnexus-writing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills pnasnexus-writing --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/PNAS-Nexus-Skills/skills/pnasnexus-writing .claude/skills/pnasnexus-writing && 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 "pnasnexus-writing" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/PNAS-Nexus-Skills/skills/pnasnexus-writing into .claude/skills/pnasnexus-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pnasnexus-writing", 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/PNAS-Nexus-Skills/skills/pnasnexus-writingType 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 pnasnexus-writing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills pnasnexus-writing --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/PNAS-Nexus-Skills/skills/pnasnexus-writing .agents/skills/pnasnexus-writing && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "pnasnexus-writing" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/PNAS-Nexus-Skills/skills/pnasnexus-writing into .agents/skills/pnasnexus-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pnasnexus-writing", 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 pnasnexus-writing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills pnasnexus-writing --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/PNAS-Nexus-Skills/skills/pnasnexus-writing .cursor/skills/pnasnexus-writing && 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 "pnasnexus-writing" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/PNAS-Nexus-Skills/skills/pnasnexus-writing into .cursor/skills/pnasnexus-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pnasnexus-writing", 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 PNAS-Nexus-Skills/skills/pnasnexus-writing--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 pnasnexus-writing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills pnasnexus-writing --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/PNAS-Nexus-Skills/skills/pnasnexus-writing .gemini/skills/pnasnexus-writing && 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 "pnasnexus-writing" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/PNAS-Nexus-Skills/skills/pnasnexus-writing into .gemini/skills/pnasnexus-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pnasnexus-writing", 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 pnasnexus-writingInstalls 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 pnasnexus-writing -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/PNAS-Nexus-Skills/skills/pnasnexus-writing .github/skills/pnasnexus-writing && 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 "pnasnexus-writing" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/PNAS-Nexus-Skills/skills/pnasnexus-writing into .github/skills/pnasnexus-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pnasnexus-writing", 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 pnasnexus-writing -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 pnasnexus-writing --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/PNAS-Nexus-Skills/skills/pnasnexus-writing .opencode/skills/pnasnexus-writing && 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 "pnasnexus-writing" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/PNAS-Nexus-Skills/skills/pnasnexus-writing into .opencode/skills/pnasnexus-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pnasnexus-writing", 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.
pnasnexus-writingA skill your agent uses to choose the PNAS Nexus article type, structure the main text, and hold the page-based length budget — Research Report / Brief Report / Perspective / Review / Registered…
Pnasnexus Writing is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use to choose the PNAS Nexus article type, structure the main text, and hold the page-based length budget — Research Report / Brief Report / Perspective / Review / Registered Report — keep Materials and Methods in the main text, and select the required research-area classification at submission.
Its SKILL.md is about 1.6k 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 Deep research. 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.
3 steps, taken from the step headings in SKILL.md.
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.
Pnasnexus Writing loads about 1.6k tokens when it runs. Until then it costs about 79 tokens; SKILL.md has 749 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). 749 words, ~1,639 tokens.
.claude/skills/pnasnexus-writing/SKILL.md (or your agent's skills folder).| Article type | Length (confirm current guidelines) | Use it for |
|---|---|---|
| Research Report | preferred 6 pages, max 12 (a standard 6-pp article ≈ 4,000 words, 50 references, 4 figures/tables) | the default for full original research |
| Brief Report | ≤3 pages (≈1,600 words, 15 refs) | a short, complete, single-point study |
| Registered Report — Stage 1 | ≤3 pages (≈1,600 words; intro + methods + analysis plan, pre-results) | hypothesis-driven study reviewed before data collection |
| Registered Report — Stage 2 | preferred 6 pages / 4,000 words, max 12 | the completed study after Stage-1 in-principle acceptance |
| Perspective | ≤10 pages | a forward-looking, evidence-grounded opinion (may be unsolicited) |
| Review | ≤10 pages | a synthesis of a field (may be unsolicited) |
The page limit counts the whole package — abstract, Significance Statement, main text, figure captions, and table legends all count toward it. There is no separately stated absolute word cap for the 12-page maximum; the "≈4,000 words" figure describes a 6-page article, not the 12-page ceiling. A "6,000-word cap" seen in third-party guides is 待核实 — the official limit is page-based.
A Research Report runs, in order:
pnasnexus-significance), for Research Reports / Stage 2 Registered Reports.pnasnexus-abstract).PNAS Nexus does not mandate a rigid IMRaD order beyond the in-text-Methods requirement — but the order above is the conventional, reviewer-friendly shape. Confirm any type-specific structure in current guidelines.
PNAS Nexus requires a Materials and Methods section in the main text — verbatim: "The main text must contain a materials and methods section which provides enough information for readers to follow the experiments in the paper. This information cannot be provided solely as supporting information." Provide enough method in the body to evaluate and reproduce the work; longer protocols and extended data go to Supporting Information (SI). Do not strip the main-text Methods to chase the page count — move detail to SI instead.
PNAS Nexus asks authors to file the paper under one of three major research-area categories, each with subcategories:
Pick the category (and subcategory) that matches the handling and review community you want, consistent with the venue/division call in pnasnexus-fit. Exact subcategory lists are 待核实 — choose from the live list in the submission system.
Order the Results by the logic of the claim, not the order experiments were run:
Each Results paragraph: claim sentence first, then evidence (figure callout + numbers), then inference.
【Article type】 Research Report / Brief Report / Registered Report (S1/S2) / Perspective / Review
【Budget】 within page limit for that type? (6 pp pref / 12 max for Research Report) — captions+legends counted?
【Order check】 Title / authors / Significance / Abstract / Intro / Results / Discussion / Materials and Methods / refs — gaps?
【Methods location】 in main text? yes (FIX if only in SI) — extended detail in SI?
【Classification】 research area (Bio-Health-Medical / Physical-Engineering / Social-Political) + subcategory chosen?
【Results order】 argument-ordered, claim-first? yes/no
【Items in main vs SI】 main: [...] / SI: [...]
【Next】 pnasnexus-figures© 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 PNAS-Nexus-Skills/skills/pnasnexus-writing of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Pnasnexus Writing 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 |
|---|---|---|---|---|---|---|
| Pnasnexus Writing this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.6k | Automated safety check: Pass | MIT | |
| GitHub Deep Researchbytedance/deer-flow | 84k | 4 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Deep Research WorkflowTokenRhythm/opensquilla | 7.1k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Deep Researchsanjay3290/ai-skills | 432 | 9 repos | ~683 | Automated safety check: Notes | Apache-2.0 | |
| Horizontal-Vertical Deep ResearchKKKKhazix/khazix-skills | 21k | — | ~2.1k | Automated safety check: Pass | MIT | |
| Academic Research PipelineImbad0202/academic-research-skills | 51k | — | ~15k | Automated safety check: Pass | Custom licence |
bytedance/deer-flow
Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams.
TokenRhythm/opensquilla
Runs multi-round research in three stages with a persisted state file, evidence tracking and a long-form report with per-claim citations.
sanjay3290/ai-skills
Execute autonomous multi-step research using Google Gemini Deep Research Agent.
KKKKhazix/khazix-skills
Runs a two-axis deep research method on a product, company, concept or person: its full history over time, compared with peers today, delivered as a typeset PDF report.
Imbad0202/academic-research-skills
Orchestrates a ten-stage academic workflow from research to finished manuscript, including integrity checks, two rounds of peer review and revision.
Imbad0202/academic-research-skills-codex
A router skill that sends academic work such as literature reviews, drafting, citation checks, peer review and revision to the right workflow in the ARS suite.
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 to choose the PNAS Nexus article type, structure the main text, and hold the page-based length budget — Research Report / Brief Report / Perspective / Review / Registered…. Pnasnexus Writing is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use to choose the PNAS Nexus article type, structure the main text, and hold the page-based length budget — Research Report / Brief Report / Perspective / Review / Registered Report — keep Materials and Methods in the main text, and select the required research-area classification at submission.
Pnasnexus Writing fits situations like: choose the PNAS Nexus article type; structure the main text; select the required research-area classification at submission.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill pnasnexus-writing -a claude-code`. Or copy the skill folder (PNAS-Nexus-Skills/skills/pnasnexus-writing in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/pnasnexus-writing in your project. Claude Code loads it when a task matches its description.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill pnasnexus-writing -a codex`. Or copy the skill folder (PNAS-Nexus-Skills/skills/pnasnexus-writing in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/pnasnexus-writing 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 pnasnexus-writing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/pnasnexus-writing, .gemini/skills/pnasnexus-writing, .github/skills/pnasnexus-writing and .opencode/skills/pnasnexus-writing in your project.
SKILL.md names no scripts, command-line tools or credentials: Pnasnexus Writing 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.
Pnasnexus Writing is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.6k tokens (SKILL.md is roughly 6.6k 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 Pnasnexus Writing: GitHub Deep Research (bytedance/deer-flow, 84k stars), Deep Research Workflow (TokenRhythm/opensquilla, 7.1k stars), Deep Research (sanjay3290/ai-skills, 432 stars) and Horizontal-Vertical Deep Research (KKKKhazix/khazix-skills, 21k 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.