Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
A skill your agent uses when targeting Annals of Oncology (ESMO) or deciding whether a clinical or translational oncology study fits this venue.
Install Annals Of Oncology
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill annals-of-oncology -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills annals-of-oncology --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/Clinical-Medicine-Journal-Skills/skills/annals-of-oncology .claude/skills/annals-of-oncology && 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 "annals-of-oncology" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Clinical-Medicine-Journal-Skills/skills/annals-of-oncology into .claude/skills/annals-of-oncology/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "annals-of-oncology", 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/Clinical-Medicine-Journal-Skills/skills/annals-of-oncologyType 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 annals-of-oncology -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills annals-of-oncology --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/Clinical-Medicine-Journal-Skills/skills/annals-of-oncology .agents/skills/annals-of-oncology && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "annals-of-oncology" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Clinical-Medicine-Journal-Skills/skills/annals-of-oncology into .agents/skills/annals-of-oncology/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "annals-of-oncology", 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 annals-of-oncology -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills annals-of-oncology --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/Clinical-Medicine-Journal-Skills/skills/annals-of-oncology .cursor/skills/annals-of-oncology && 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 "annals-of-oncology" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Clinical-Medicine-Journal-Skills/skills/annals-of-oncology into .cursor/skills/annals-of-oncology/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "annals-of-oncology", 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 Clinical-Medicine-Journal-Skills/skills/annals-of-oncology--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 annals-of-oncology -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills annals-of-oncology --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/Clinical-Medicine-Journal-Skills/skills/annals-of-oncology .gemini/skills/annals-of-oncology && 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 "annals-of-oncology" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Clinical-Medicine-Journal-Skills/skills/annals-of-oncology into .gemini/skills/annals-of-oncology/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "annals-of-oncology", 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 annals-of-oncologyInstalls 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 annals-of-oncology -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/Clinical-Medicine-Journal-Skills/skills/annals-of-oncology .github/skills/annals-of-oncology && 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 "annals-of-oncology" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Clinical-Medicine-Journal-Skills/skills/annals-of-oncology into .github/skills/annals-of-oncology/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "annals-of-oncology", 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 annals-of-oncology -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 annals-of-oncology --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/Clinical-Medicine-Journal-Skills/skills/annals-of-oncology .opencode/skills/annals-of-oncology && 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 "annals-of-oncology" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Clinical-Medicine-Journal-Skills/skills/annals-of-oncology into .opencode/skills/annals-of-oncology/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "annals-of-oncology", 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.
Facts
- Skill name
annals-of-oncology- GitHub stars
- 1.2k
- Token cost
- ~2k tokens
- SKILL.md length
- 807 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when targeting Annals of Oncology (ESMO) or deciding whether a clinical or translational oncology study fits this venue.
- Targeting Annals of Oncology (ESMO)
- SKILL.md covers Journal positioning, When to trigger, Scope & topic fit and Method & evidence bar, plus 6 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Deciding whether a clinical
What it does
Annals Of Oncology is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when targeting Annals of Oncology (ESMO) or deciding whether a clinical or translational oncology study fits this venue. Encodes the journal's fit, the practice-changing trial and ESMO-guideline evidence bar, reporting-guideline and registration requirements, ESMO house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.
Its SKILL.md is about 2k 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.
When your agent uses it
- Targeting Annals of Oncology (ESMO)
- Deciding whether a clinical
- Translational oncology study fits this venue
Example prompts
- “/annals-of-oncology”
What it can do on your machine
Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
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.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Annals Of Oncology loads about 2k tokens when it runs. Until then it costs about 100 tokens; SKILL.md has 807 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.
Safety
Auto-check passed
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.
SKILL.md
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 807 words, ~2,026 tokens.
Download SKILL.mdSave it as
.claude/skills/annals-of-oncology/SKILL.md (or your agent's skills folder).- name
- annals-of-oncology
- description
- Use when targeting Annals of Oncology (ESMO) or deciding whether a clinical or translational oncology study fits this venue. Encodes the journal's fit, the practice-changing trial and ESMO-guideline evidence bar, reporting-guideline and registration requirements, ESMO house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.
Annals of Oncology (annals-of-oncology)
Journal positioning
Annals of Oncology is the flagship journal of the European Society for Medical Oncology (ESMO), publishing clinical and translational oncology — practice-changing therapeutic trials, biomarker and translational studies tied to clinical questions, and ESMO clinical practice guidelines and consensus. It favors rigorous, clinically consequential oncology research with direct implications for the systemic treatment of cancer, with a strong emphasis on robust trial design, validated biomarkers, and relevance to medical-oncology practice across tumor types. Single-arm early-phase studies without a clear development path, retrospective series with limited generalizability, and purely preclinical work with no clinical bridge are a weak fit. This skill is a fit / venue-selection / re-framing aid; it is not clinical or regulatory advice and does not replace the journal's current instructions for authors. Before submitting, re-check the live Annals of Oncology author instructions.
When to trigger
- The author names Annals of Oncology for a clinical or translational oncology study and wants a fit/framing check.
- A trial or biomarker study must be re-framed around a practice-changing, medical-oncology question with translational grounding.
- The author is choosing between Annals of Oncology, JAMA Oncology, and a review-only oncology venue.
- The author needs the journal's reporting-guideline, registration, and desk-reject expectations for clinical/translational oncology evidence.
Scope & topic fit
- Randomized and well-designed therapeutic trials (systemic therapy, immunotherapy, targeted agents, combinations) with patient-important outcomes.
- Translational and biomarker studies tied to a clinical question, including predictive/ prognostic biomarker development and validation.
- Practice-changing phase II/III studies and rigorous early-phase work with a clear development rationale and signal of efficacy/safety.
- Real-world, registry, and high-quality observational oncology studies with robust design and confounding control.
- ESMO clinical practice guidelines, consensus statements, and evidence syntheses (typically commissioned or aligned with ESMO process).
- Systematic reviews and meta-analyses resolving a focused, clinically consequential oncology question.
Method & evidence bar
- Trials must be adequately powered with prespecified, patient-important primary outcomes (overall/progression-free survival, response with clinical anchoring, quality of life); surrogate endpoints need justification and, where relevant, validation.
- The applicable reporting guideline and completed checklist are expected: CONSORT for trials, STROBE for observational studies, PRISMA for systematic reviews, REMARK for prognostic-biomarker studies.
- Trials require prospective registration; the registration number, protocol, and statistical-analysis plan are expected; biomarker analyses should prespecify cut-offs and analysis populations.
- Translational claims must be supported by validated assays, appropriate controls, and, where possible, independent confirmation; preclinical-only work needs a clear clinical bridge.
- Observational and real-world claims must address confounding, immortal-time and selection bias, and missing data; causal language must match the design.
- Effect estimates need confidence intervals and absolute as well as relative measures; toxicity/safety reporting must be complete.
Structure & house style
- ESMO/Annals format with a structured abstract; re-check current article types (original article, ESMO guideline, etc.) and limits on the live guide.
- The introduction frames the medical-oncology gap; the discussion states the practice-changing implication, the translational rationale, and limitations plainly.
- A CONSORT/STROBE/PRISMA/REMARK flow diagram and checklist are expected where applicable; tables/figures follow the journal's statistical-reporting standards.
- Supplementary material carries protocol, full statistical and translational methods, safety detail, and additional analyses; a data-sharing statement is expected.
Show full SKILL.md (302 more words)Show less
Official-submission checklist
- Before giving submission-ready advice, read
../../resources/source-basis.mdand../../resources/official-source-map.md; start from the ICMJE/EQUATOR and ESMO anchors, then cite the current Annals of Oncology page you checked. - Search the live site for "Annals of Oncology guide for authors" and follow the current version.
- Re-check article types, structured-abstract format, and word/reference/figure limits.
- Confirm trial registration, the reporting checklist (CONSORT/STROBE/PRISMA/REMARK), protocol/SAP, biomarker-analysis prespecification, and data-sharing statement.
- Re-check IRB/ethics and consent, ICMJE authorship and conflict-of-interest disclosure (notable for industry-sponsored oncology trials), funding, and AI-use disclosure.
- If the live official instructions conflict with this skill, the official instructions win.
Pre-submission self-check
- The study answers a practice-changing medical-oncology question with translational grounding where relevant.
- The primary outcome is prespecified and patient-important; the study is adequately powered.
- The correct reporting checklist (CONSORT/STROBE/PRISMA/REMARK) is completed and attached.
- Trials are prospectively registered with the number in the manuscript; protocol/SAP and biomarker cut-offs prespecified.
- Confounding, selection/immortal-time bias, missing data, and complete safety reporting are addressed; causal language matches the design.
- IRB/consent, ICMJE disclosures (including industry sponsorship), and a data-sharing statement are prepared.
Common desk-reject triggers
- Single-arm early-phase or retrospective series with limited generalizability and no clear development path.
- Purely preclinical or mechanistic work with no clinical bridge or translational endpoint.
- Surrogate endpoints presented as definitive without justification or validation.
- Missing trial registration, protocol, complete safety data, or the required reporting checklist.
- Underpowered or single-center observational analyses with overstated causal/efficacy claims.
- Unsolicited guideline-style reviews not aligned with ESMO process, or narrow scope without practice relevance.
Re-routing decision
- JAMA Network family or US-centric clinical-oncology framing →
jama-oncology. - Authoritative, commissioned clinical-oncology review or perspective (not primary data) →
nature-reviews-clinical-oncology. - Cancer epidemiology with a population/policy core rather than a treatment endpoint →
the-lancet-public-health. - Oncology imaging with an imaging-method core →
radiology. - Broad, practice-changing significance beyond oncology specialty → general medicine (
jama/ NEJM / The Lancet in the natural-science bundle).
Output format
[Fit] High / Medium / Low (one-line reason)
[Target] Annals of Oncology (ESMO)
[Specialty tags] <2–3 closest clinical/translational oncology topics>
[Study design / reporting guideline] <RCT-CONSORT / biomarker-REMARK / cohort-STROBE / review-PRISMA>
[Method/evidence] <power, endpoint, registration, translational validation — does it clear the practice-changing bar?>
[Top risk] <the single most likely reason for rejection>
[Official items to re-check] <article type / registration / checklist / biomarker prespecification / ethics / disclosures>
[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
Files
Just SKILL.md in Clinical-Medicine-Journal-Skills/skills/annals-of-oncology of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Annals Of Oncology 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 |
|---|---|---|---|---|---|---|
| Annals Of Oncology this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~2k | 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 |
Similar skills
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.
Nature Paper Card
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.
Content Research Writer
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.
Last30days
mvanhorn/last30days-skill
Research what people actually say about any topic in the last 30 days.
Peer Review
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Structured manuscript/grant review with checklist-based evaluation.
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Questions about Annals Of Oncology
What does Annals Of Oncology do?
A skill your agent uses when targeting Annals of Oncology (ESMO) or deciding whether a clinical or translational oncology study fits this venue. Annals Of Oncology is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when targeting Annals of Oncology (ESMO) or deciding whether a clinical or translational oncology study fits this venue.
When should I use Annals Of Oncology?
Annals Of Oncology fits situations like: targeting Annals of Oncology (ESMO); deciding whether a clinical; translational oncology study fits this venue.
How do I install Annals Of Oncology in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill annals-of-oncology -a claude-code`. Or copy the skill folder (Clinical-Medicine-Journal-Skills/skills/annals-of-oncology in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/annals-of-oncology in your project. Claude Code loads it when a task matches its description.
How do I install Annals Of Oncology in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill annals-of-oncology -a codex`. Or copy the skill folder (Clinical-Medicine-Journal-Skills/skills/annals-of-oncology in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/annals-of-oncology in your project. Codex loads it when a task matches its description.
Can I use Annals Of Oncology in Cursor, Gemini CLI or GitHub Copilot?
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 annals-of-oncology -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/annals-of-oncology, .gemini/skills/annals-of-oncology, .github/skills/annals-of-oncology and .opencode/skills/annals-of-oncology in your project.
What does Annals Of Oncology need to run?
SKILL.md names no scripts, command-line tools or credentials: Annals Of Oncology is instructions for the agent only.
Does Annals Of Oncology access the network?
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.
Is Annals Of Oncology safe to install?
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.
What licence does Annals Of Oncology use?
Annals Of Oncology is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Annals Of Oncology use?
About 2k tokens (SKILL.md is roughly 8.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Annals Of Oncology?
Skills that share tags, products or a category with Annals Of Oncology: 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.
Who maintains Annals Of Oncology?
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.