Agent Skills by brycewang-stanford
There are 28 agent skills in our directory.
brycewang-stanford publishes 28 AI agent skills in our directory. Browse them below — each links back to its source repository.
Updated June 2026
- abstractReads the manuscript and notebooks to generate a structured abstract. Use when writing or updating the abstract.
- ahr-structure-and-expositionUse when organizing an American Historical Review (AHR) article so narrative and analysis work together within the roughly 8,000-word target (notes excluded). The AHR prizes articles that tell a story and argue a point at once. Shapes structure and flow; it does not generate the underlying argument or evidence.
- ai-security-papers-guideAI security papers from top-4 security conferences
- architecture-designUse only when creating new registrable ML components that require Factory or Registry patterns.
- arecon-workflowUse when deciding which arecon-* sub-skill to invoke next, or when sequencing an invited review article from topic through revision for an Annual Review of Economics (ARE) manuscript. Routes — it does not replace — the specialized skills.
- bokeh-visualization-guideGuide to Bokeh for interactive browser-based research visualizations
- business-skills5 business research skills. Trigger: business strategy, market analysis, competitive intelligence. Design: analytical frameworks and methods for management and innovation research.
- cps-transparency-and-dataUse when preparing the replication and transparency materials for a Comparative Political Studies (CPS) manuscript. Quantitative papers cannot be finally accepted until replication materials are deposited at the CPS Dataverse; a data availability statement is required. Prepares the package; it does not waive requirements.
- digital-humanities-guideComputational methods for humanities research including text mining and netwo...
- extract-tikzExtract TikZ diagrams from Beamer source, compile to PDF, convert to SVG with 0-based indexing. Use when updating TikZ diagrams for Quarto slides.
- fix-chinesePROACTIVE SKILL — automatically apply whenever writing, generating, or editing any text that is mainly in Chinese. No user trigger needed. Also use when the user explicitly asks to "fix Chinese", "修改中文", "去翻译腔", "去AI味", "fix Chinese formatting", or "review Chinese text". Eliminates AI-sounding expressions and translation artifacts. Enforces Chinese-English mixed formatting rules (spacing, punctuation, bold formatting).
- funding-skills9 grants & funding skills. Trigger: grant applications, funding search, budget planning, data repositories. Design: funder-specific guides with eligibility, submission requirements, and timelines.
- humanities-skills5 humanities skills. Trigger: textual analysis, archival research, digital humanities, philosophy. Design: digital tools and qualitative methods for humanities scholarship.
- iclr-workflowUse when planning an ICLR project timeline from topic selection through OpenReview submission, discussion, revision, decision, camera-ready, poster, video, and public artifact release. Use when sequencing milestones against the current cycle's OpenReview deadlines, budgeting time for the long public discussion phase, or assigning owners for anonymity audits and reviewer-verifiable evidence paths.
- initFills all [FILL:] placeholders across the template to initialize a new research project. Use when setting up a freshly cloned project.
- jie-data-analysisUse when building or auditing the empirical analysis for a Journal of International Economics (JIE) manuscript — constructing bilateral trade panels, estimating PPML gravity, running open-economy panels and local projections, calibrating/estimating structural models, and producing the robustness suite international-economics referees expect. Strengthens the analysis; it does not fabricate results.
- journal-of-consumer-researchUse when targeting Journal of Consumer Research (JCR) or deciding whether a consumer-behavior manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.
- journal-of-the-american-society-of-nephrologyUse when targeting the Journal of the American Society of Nephrology or deciding whether a nephrology clinical, translational, or basic study fits this venue. Encodes the journal's fit across kidney disease, dialysis, transplantation, and renal physiology, the mechanistic and evidence bar, reporting-guideline and registration requirements, ASN house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.
- latex-drawing-guideTikZ and PGFPlots techniques for publication-quality scientific figures
- modern-economic-scienceUse when targeting 《当代经济科学》(Modern Economic Science — 教育部主管、西安交通大学主办的综合性经济学双月刊, 1979 年创刊, 双向匿名审稿、不收版面费) or deciding whether a Chinese econ/finance manuscript fits this venue. Encodes the journal's fit, framing, anonymous-review/fee-free policy, abstract/keyword house style, official-submission re-check, and desk-reject heuristics.
- orgsci-writing-styleUse when polishing the prose of an Organization Science manuscript — front-loading the organizational argument and contribution, writing for an interdisciplinary micro-to-macro audience, and conforming to INFORMS author-date house style. Late-stage polish; do not invoke while the theoretical contribution is still unsettled.
- proofreadRun the proofreading protocol on manuscript files. Checks grammar, typos, overflow, consistency, and academic writing quality. Produces a report without editing files.
- psci-literature-positioningUse when positioning a Psychological Science manuscript against the literature within the journal's tight word budget. With roughly 40 references and a 2,000-word Introduction+Discussion, positioning must be sharp — establish the gap and the contribution fast. Stakes the contribution; it does not write the literature review.
- quantitative-economicsUse when targeting Quantitative Economics (QE) or deciding whether a structural / quantitative manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.
- respol-topic-selectionUse when scoping or sanity-checking the research question for a Research Policy (RP) manuscript — deciding whether it is a genuine innovation-studies question RP owns versus an economics/strategy paper that will desk-reject as out of scope. Frames the question; it does not build the theory (respol-theory-development) or stake the gap (respol-literature-positioning).
- search-skills31 database search skills. Trigger: finding papers, search strategies, querying academic databases. Design: one skill per database/tool with API details, query syntax, and rate limits.
- SKILL
- stata-helpLook up Stata command documentation and display formatted help text.