Use when packaging an IEEE VIS artifact for the Graphics Replicability Stamp Initiative (GRSI) / TVCG Replicability Stamp and the IEEE VIS Open Practices program, covering what an…
Use when deciding whether a project belongs at MobiSys — testing whether the core contribution is a mobile or embedded system, application, or service whose on-device behavior is…
Use when deciding which humrel-* sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for a Human Relations (HR) submission.
Use when testing whether a research question is policy-first enough for the Journal of Public Policy & Marketing (JPP&M), and which of its domains and paper shapes it fits, before…
Use when building or revising the exhibits of a Financial Management (FM) manuscript so the main finance result and its economic magnitude are legible at a glance and respect…
Use when understanding how the Journal of Marketing Research (JMR) review process works — initial editorial evaluation and possible desk rejection, double-anonymized review, the…
Use to build and check The Lancet's clinical display items — the Table 1 baseline characteristics, Kaplan–Meier curves with numbers at risk, forest plots for…
Use when drafting or polishing a Developmental Psychology (APA) manuscript to fit its house style — APA 7th edition, JARS-compliant reporting, the manuscript length tier (brief…
Use when targeting 《科研管理》(Science Research Management — 中国科学院科技战略咨询研究院主办的科研/创新管理月刊, 1980 年创刊) or deciding whether a Chinese R&D/innovation-management manuscript fits this venue.
Use when preparing an ASPLOS artifact for the post-acceptance evaluation committee — writing the ae.tex Artifact Appendix with software/hardware/dataset dependencies, targeting…
在需要理解或建模《计算机研究与发展》(Journal of Computer Research and Development, JCRD)…
Use when positioning an ACM SoCC submission against both the systems literature (OSDI, NSDI, EuroSys, ATC, SOSP, SoCC) and the data-management literature (SIGMOD, VLDB), writing…
Use when planning the end-to-end ACM MM (ACM Multimedia) campaign calendar — from thematic-area scoping and track choice, through the April OpenReview abstract/paper/supplement…
Use when deciding which orgsci-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for an Organization Science manuscript.
Use when planning a SIGIR project calendar — backward-planning from the January-pattern abstract/paper deadlines to the July conference, sequencing evidence freeze, significance…
Use when deciding what evidence objects a STOC (ACM Symposium on Theory of Computing) paper must ship, given that STOC runs no artifact-evaluation track — the durable artifact is…
Use when deciding whether a literary or language-studies project fits PMLA (Publications of the Modern Language Association) and which venue to target.
Use before any writing — as the first gate — to stress-test whether a result fits PNAS Nexus — high-quality, broadly significant, multidisciplinary research across…
Use when targeting Environmental Health Perspectives or deciding whether an environmental-health manuscript fits this venue.
Use when deciding whether a project is a strong IEEE ICDE fit, routing among the three database venues from ICDE's seat (SIGMOD's quarterly rounds vs PVLDB's monthly deadlines vs…
Use when preparing an accepted ACM PODS paper for its PACMMOD-track camera-ready, covering de-anonymization, the final acmsmall format and PACMMOD journal metadata (DOI, ORCID,…
Use when writing the response to a Governance: An International Journal of Policy, Administration, and Institutions revise-and-resubmit.
Use when strengthening IPSN-lineage reproducibility for a hardware/embedded/deployment artifact, covering firmware and board files, pinned toolchains, raw traces and calibration,…
Use to understand how the American Journal of Sociology (AJS) evaluates a manuscript — its distinctive student-run, double-blind review out of the University of Chicago Department…
Use when targeting Journal of Monetary Economics (JME) or deciding whether a macro / monetary manuscript fits this venue.
Use when deciding which isr-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for an Information Systems Research (ISR)…
Use when targeting 《科学学与科学技术管理》(Science of Science and Management of S&T — 天津市科技发展战略研究院主办、中国科学学与科技政策研究会会刊, 1980 年创刊) or deciding whether a Chinese…
Use when designing or auditing the evaluation of an ATC (ACM SIGOPS Annual Technical Conference, formerly USENIX ATC) systems paper — matching evidence to the claim with real…
Use when deciding whether a political-science project fits the American Political Science Review (APSR) and which of its five tracks to target.
Use when deciding whether a project is a first-order economic-growth question that fits the Journal of Economic Growth (JEG) — a specialist Springer Nature outlet for growth and…
Use when targeting 《经济学(季刊)》(China Economic Quarterly, CEQ), the Peking University / CCER journal closest to international top-field economics standards in China.
Use when explaining or strategizing around OOPSLA's two-round review machinery — double-anonymous multi-stage reviewing, the four outcomes (Accept, Minor Revision, Major Revision,…
Use when targeting ACM International Conference on Information and Knowledge Management (CIKM) or deciding whether a computer-science manuscript fits this venue.
Use when defining n, choosing statistical tests, correcting for multiple comparisons, and reporting error bars for a Cancer Cell (Cell Press) manuscript.
Use when turning results into an explicit theoretical contribution for an Academy of Management Journal (AMJ) manuscript — the "what new theory do we learn?" statement and the…
Use when making the inferential backbone of a Review of Economic Dynamics (RED) manuscript credible, adapting to the paper type.
Use for the PODS analogue of artifact evaluation — there is no systems artifact track at this theory symposium, so this skill covers formal-claims verification instead: a complete…
STATA code pattern library for empirical archival accounting research. Provides tested syntax from 126 peer-reviewed JAR (Journal of Accounting Research) replication files…
Guide for writing the introduction to an academic economics paper. Use this skill whenever the user asks for help writing, drafting, revising, or structuring an introduction to an…
This skill should be used when the user asks to maintain an Obsidian knowledge base for a research project, import an existing research repository into Obsidian, keep project…
Use when handling research ethics, consent, community accountability, and data/transparency for an American Anthropologist (AA) manuscript — informed consent, anonymizati — from…
Use when controlling the length of a pure-mathematics manuscript for Annals of Mathematics — math papers may be long, but every section must be necessary; this skill cuts bloat…
Use when an author expects an artifact-evaluation or badge track at ACM PODC and needs redirecting — PODC has NO artifact track and no ACM badges.
Use when planning data and code sharing for a Games and Economic Behavior (GEB) manuscript. GEB encourages but does NOT mandate a replication archive — unlike AER/Econometrica/JAE…
This skill should be used when the user asks to "implement a DiD regression", "write a causal inference pipeline", "set up an event study", "implement instrumental variables",…
ALWAYS activate this skill. Apply these rules to every task regardless of domain. This skill governs how Claude Code verifies information, writes code, references documentation,…
Use this skill when the user wants to repair or strengthen Obsidian wikilinks among existing canonical project notes, especially across papers, knowledge notes, experiments,…
This skill should be used when the user asks to start a new research project, import an existing code-plus-Markdown repository into Obsidian, or bind the current repository to a…
Use this skill when papers are collected in Zotero but the user wants detailed reading notes, project-linked literature synthesis, collection-wide paper-note coverage checks, and…
Remove AI writing patterns from prose. Use this skill when writing, drafting, editing, reviewing, or revising any text to eliminate predictable AI tells, slop, and formulaic…
This skill should be used when the user asks to "prepare conference presentation", "create presentation slides", "design poster", "make academic poster", "write promotion…
Use this skill when generating higher-level synthesis notes such as literature reviews, comparison matrices, project summaries, or other cross-note summaries inside the project…
Use when deciding whether and how experiments belong in a SODA (ACM-SIAM Symposium on Discrete Algorithms) paper — SODA's scope includes experimental validation but theorems carry…
Use when organizing the exposition and structure of a pure-mathematics manuscript for Annals of Mathematics — sectioning, notation, statements-before-proofs, commutative diagrams,…
Use when stress-testing the LOGIC of an Academy of Management Review (AMR) theory manuscript — checking logical coherence, running thought experiments and counterfactuals,…
Use when deciding whether a result fits Earth and Planetary Science Letters (EPSL) and how to frame it.
Use when handling research ethics, consent, community accountability, and data/transparency for a Current Anthropology (CA) manuscript — informed consent, anonymization — from…
Use this skill when the user discusses experiment design, ablations, training runs, evaluation, baselines, metrics, failures, or result interpretation that should be logged into…
This skill should be used when the user asks to "learn from Kaggle", "study Kaggle solutions", "analyze Kaggle competitions", or mentions Kaggle competition URLs.
This skill should be used when the user asks to "analyze skill quality", "evaluate this skill", "review skill quality", "check my skill", or "generate quality report".