Claude Scholar is a semi-automated research assistant for academic research and software development, supporting literature review, coding, experiments, reporting, writing, and project knowledge management. Computer science and AI researchers use it across the research workflow with several coding-agent platforms; the catalogue contains its skills, commands, agents, hooks, plugin, and instruction.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add Galaxy-Dawn/claude-scholar --skill publication-chart-skillgit clone --depth 1 https://github.com/Galaxy-Dawn/claude-scholarWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/galaxy-dawn/claude-scholar/publication-chart-skill)<a href="https://agentmods.dev/skills/galaxy-dawn/claude-scholar/publication-chart-skill"><img src="https://agentmods.dev/badge/skills/galaxy-dawn/claude-scholar/publication-chart-skill/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/galaxy-dawn/claude-scholar/publication-chart-skill"><img src="https://agentmods.dev/badge/skills/galaxy-dawn/claude-scholar/publication-chart-skill.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk pass
- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00077 | $0.02818 |
| Opus 5.5 | $0.00031 | $0.01127 |
| Sonnet 5.5 | $0.00015 | $0.00564 |
| Haiku 4.5 | $0.00008 | $0.00282 |
Grade A, and why
publication-chart-skill scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 319 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Publication Chart Skill
Goal
Use this skill to turn research results into publication-grade figures and tables with an end-to-end workflow.
Primary production stack:
pubfigfor figurespubtabfor publication tables
This skill covers the full delivery chain:
- understand the scientific communication goal,
- choose the right artifact type,
- map the task to
pubfig,pubtab, or both, - generate concrete runnable instructions,
- export paper-ready assets,
- run publication QA,
- propose targeted revisions.
Use this skill when
Trigger this skill for requests like:
- “make a publication-quality figure”
- “choose the right chart for these results”
- “turn these results into a paper-ready figure”
- “make a benchmark / ablation / calibration / forest / heatmap / scatter / line / bar figure”
- “make a benchmark / appendix / ablation table from Excel”
- “convert this Excel table into publication-ready LaTeX”
- “prepare one summary figure plus one companion table for the results section”
- “review and improve this scientific figure/table”
- “I already have a weak chart / screenshot / draft plot — make it publication-ready”
- “export panels for a paper figure”
Do not use this skill for
Do not use this skill when the task is mainly:
- manuscript prose writing,
- statistical testing without artifact design,
- raw exploratory analysis with no publication deliverable,
- Figma-first layout work before the figure/table content is solid.
For simple composite assembly after the figure content is already strong, use the optional secondary workflow in references/composite-assembly.md.
Primary contract
Inputs
Expect some combination of:
- the scientific communication goal,
- available data shape,
- venue or style constraints,
- whether the artifact is a figure, table, or mixed deliverable,
- optional existing assets such as code, spreadsheets,
.tex, screenshots, or draft plots, - whether the user needs a first draft, a publication-ready artifact, or a review/revision pass.
What ships with it
22 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- examples/01-benchmark-comparison-figure.md 839 B
- examples/02-ablation-figure.md 798 B
- examples/03-calibration-evaluation-figure.md 721 B
- examples/04-forest-diagnostic-figure.md 691 B
- examples/05-publication-table-from-excel.md 940 B
- examples/06-mixed-figure-table-results.md 795 B
- examples/07-revision-from-weak-chart.md 888 B
- examples/08-review-existing-figure-or-table.md 1.1 KB
- references/chart-selection.md 2.4 KB
- references/composite-assembly.md 985 B
- references/execution-and-verification.md 4.5 KB
- references/pubfig-recipes.md 2.4 KB
- references/publication-qa-checklist.md 1.6 KB
- references/pubtab-recipes.md 3.2 KB
- references/source-guides/pubfig-api-map.md 4.8 KB
- references/source-guides/pubfig-architecture.md 5.6 KB
- references/source-guides/pubfig-export-flow.md 6.3 KB
- references/source-guides/pubtab-architecture.md 5.6 KB
- references/source-guides/pubtab-backend-and-preview.md 5.9 KB
- references/source-guides/pubtab-cli-api-flow.md 4.7 KB
- references/workflow.md 2.2 KB
- scripts/ensure_publication_tooling.py 5.3 KB runs code
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 319 lines · 77 tokens per session scan A dd95ca64069b
publication-chart-skill is a skill published in the GitHub repository Galaxy-Dawn/claude-scholar (5,904 stars, last pushed 7d ago), licensed MIT. It adds 77 tokens to every session and 2,818 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
Other skills, from other repositories
aeja-tables-figures
Use when building or revising the exhibits of an American Economic Journal: Applied Economics (AEJ: Applied) manuscript so the main causal result is legible in one table or figure and respects AEA house presentation norms. Formats exhibits; it does not establish the result (aeja-identification / aeja-robustness) or…
tooluniverse-lab-data-standardization
Convert lab instrument output files (CSV, TSV, Excel, PDF — plate readers, spectrophotometers like NanoDrop, qPCR instruments, cell counters, chromatography systems) into a standardized Allotrope-Simple-Model-inspired JSON document plus a flattened 2D CSV, for LIMS/ELN upload or downstream analysis. Use when someone…
translate-health-data
Turn raw health data into standardized data, and read a lab report without guessing. A lab report PDF, photo, spreadsheet or CSV becomes readings with LOINC codes and UCUM units; an Apple Health export becomes JSON lines; a symptom or diagnosis in any language becomes an ICPC-3 code; any reading becomes a FHIR…
csv-export
Export curing simulation results to CSV with node coordinates and displacements. Invoke when user needs CSV output, data export, or result comparison.
aejpol-replication-package
Use when assembling the data and code deposit for an AEJ: Economic Policy manuscript to satisfy the AEA Data and Code Availability Policy and the AEA Data Editor's pre-publication reproducibility check. Builds the openICPSR deposit, README, and restricted-data access paths; it does not run the analysis or write the…
aejmac-tables-figures
Use when building or revising exhibits for an American Economic Journal: Macroeconomics (AEJ: Macro) manuscript — impulse-response figures, fan charts, model-fit overlays, and regression/moment tables — to AEA house standards and macro conventions. Formatting and clarity; it does not generate the underlying estimates.