Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
A skill your agent uses when targeting Molecular Ecology (Mol Ecol) or deciding whether a manuscript applying molecular approaches to ecological, evolutionary, or conservation questions fits this…
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill molecular-ecology -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills molecular-ecology --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/molecular-ecology .claude/skills/molecular-ecology && 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 "molecular-ecology" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/English-NaturalScience-Journal-Skills/skills/molecular-ecology into .claude/skills/molecular-ecology/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "molecular-ecology", 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/molecular-ecologyType 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 molecular-ecology -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills molecular-ecology --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/molecular-ecology .agents/skills/molecular-ecology && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "molecular-ecology" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/English-NaturalScience-Journal-Skills/skills/molecular-ecology into .agents/skills/molecular-ecology/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "molecular-ecology", 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 molecular-ecology -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills molecular-ecology --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/molecular-ecology .cursor/skills/molecular-ecology && 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 "molecular-ecology" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/English-NaturalScience-Journal-Skills/skills/molecular-ecology into .cursor/skills/molecular-ecology/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "molecular-ecology", 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/molecular-ecology--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 molecular-ecology -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills molecular-ecology --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/molecular-ecology .gemini/skills/molecular-ecology && 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 "molecular-ecology" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/English-NaturalScience-Journal-Skills/skills/molecular-ecology into .gemini/skills/molecular-ecology/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "molecular-ecology", 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 molecular-ecologyInstalls 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 molecular-ecology -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/molecular-ecology .github/skills/molecular-ecology && 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 "molecular-ecology" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/English-NaturalScience-Journal-Skills/skills/molecular-ecology into .github/skills/molecular-ecology/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "molecular-ecology", 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 molecular-ecology -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 molecular-ecology --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/molecular-ecology .opencode/skills/molecular-ecology && 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 "molecular-ecology" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/English-NaturalScience-Journal-Skills/skills/molecular-ecology into .opencode/skills/molecular-ecology/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "molecular-ecology", 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.
molecular-ecologyA skill your agent uses when targeting Molecular Ecology (Mol Ecol) or deciding whether a manuscript applying molecular approaches to ecological, evolutionary, or conservation questions fits this…
Molecular Ecology is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when targeting Molecular Ecology (Mol Ecol) or deciding whether a manuscript applying molecular approaches to ecological, evolutionary, or conservation questions fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.
Its SKILL.md is about 2.1k 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. 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.
Molecular Ecology loads about 2.1k tokens when it runs. Until then it costs about 83 tokens; SKILL.md has 905 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). 905 words, ~2,109 tokens.
.claude/skills/molecular-ecology/SKILL.md (or your agent's skills folder).Molecular Ecology is a Wiley journal and the flagship venue for work that uses molecular tools to answer ecological, evolutionary, and conservation questions. Its defining character is the integration of molecular data with a genuine ecological or evolutionary question: the molecular method is the means, not the end. The journal rewards population genomics, phylogeography, landscape genetics, molecular adaptation, eDNA and metabarcoding, host-microbe and community molecular ecology, and conservation genomics — provided the study is hypothesis-driven and the biological interpretation is as strong as the genetic analysis. It is not a venue for marker-development notes, methods without a biological question, or descriptive genotyping without ecological inference. Readership spans molecular ecologists, evolutionary geneticists, and conservation biologists. This skill is a fit / venue-selection / re-framing tool. It does not replace the journal's current official guidelines. Before submitting, re-check the live author instructions on the Molecular Ecology Wiley 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.molecular-biology-and-evolution).nature-ecology-and-evolution).ecology-letters).[Fit] High / Medium / Low (one-line reason)
[Target] Molecular Ecology
[Topic tags] <2–3 closest topics>
[Method/evidence] <does a sharp ecological/evolutionary question drive molecular data with adequate sampling, current analyses, and reproducible pipelines?>
[Top risk] <the single most likely reason for rejection>
[Official items to re-check] <article types/limits / data-accessibility repositories / permits-ethics / disclosure / preprint policy>
[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/molecular-ecology of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Molecular Ecology 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 |
|---|---|---|---|---|---|---|
| Molecular Ecology this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~2.1k | Automated safety check: Pass | MIT | |
| Hypothesis Generationspacering-net/codeg | 3.9k | 14 repos | ~3.6k | Automated safety check: Notes | MIT | |
| GitHub Deep Researchbytedance/deer-flow | 84k | 4 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Nature Paper CardYuan1z0825/nature-skills | 47k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Content Research Writerweapp-tailwindcss/weapp-tailwindcss | 1.9k | 25 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Last30daysmvanhorn/last30days-skill | 64k | — | ~7.9k | Automated safety check: Notes | MIT |
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
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.
Yuan1z0825/nature-skills
Builds a structured deep-reading card for one scientific paper, covering methods, how experiments support claims, limitations and research ideas, with a script to prepare the source.
weapp-tailwindcss/weapp-tailwindcss
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section.
mvanhorn/last30days-skill
Research what people actually say about any topic in the last 30 days.
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
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 Molecular Ecology (Mol Ecol) or deciding whether a manuscript applying molecular approaches to ecological, evolutionary, or conservation questions fits this…. Molecular Ecology is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when targeting Molecular Ecology (Mol Ecol) or deciding whether a manuscript applying molecular approaches to ecological, evolutionary, or conservation questions fits this venue.
Molecular Ecology fits situations like: targeting Molecular Ecology (Mol Ecol); deciding whether a manuscript applying molecular approaches to ecological; conservation questions fits this venue.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill molecular-ecology -a claude-code`. Or copy the skill folder (English-NaturalScience-Journal-Skills/skills/molecular-ecology in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/molecular-ecology in your project. Claude Code loads it when a task matches its description.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill molecular-ecology -a codex`. Or copy the skill folder (English-NaturalScience-Journal-Skills/skills/molecular-ecology in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/molecular-ecology 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 molecular-ecology -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/molecular-ecology, .gemini/skills/molecular-ecology, .github/skills/molecular-ecology and .opencode/skills/molecular-ecology in your project.
SKILL.md names no scripts, command-line tools or credentials: Molecular Ecology 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.
Molecular Ecology is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.1k tokens (SKILL.md is roughly 8.4k 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 Molecular Ecology: Hypothesis Generation (spacering-net/codeg, 3.9k stars), GitHub Deep Research (bytedance/deer-flow, 84k stars), Nature Paper Card (Yuan1z0825/nature-skills, 47k stars) and Content Research Writer (weapp-tailwindcss/weapp-tailwindcss, 1.9k 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.