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Testing & QA · By brycewang-stanford
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | This skill should be used when the user asks to "review paper quality", "check paper completeness", "validate paper structure", "self-review before submission", or mentions systematic paper quality… | brycewang-stanford/ | 4.6k | 1 repo | ~1.2k | Automated safety check: Pass | Unknown | 6 days ago |
| 2 | A skill your agent uses when deciding which AER-skills sub-skill to use next, before choosing a specialized skill or after a user asks how to sequence manuscript work from topic selection through… | brycewang-stanford/ | 4.6k | — | ~2.6k | Automated safety check: Pass | Unknown | 6 days ago |
| 3 | Orchestrator for the full academic research pipeline: research - write - integrity check - review - revise - re-review - re-revise - final integrity check - finalize. | brycewang-stanford/ | 4.6k | — | ~11k | Automated safety check: Pass | Unknown | 6 days ago |
| 4 | Find and assess datasets for a research question. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~1.7k | Automated safety check: Pass | Unknown | 6 days ago |
| 5 | 5.F5 Humanization Quality Verifier - Ensures transformation integrity and quality Validates that humanization preserves meaning, citations, and academic standards Use when: after G6 transformation… | brycewang-stanford/ | 4.6k | — | ~2.2k | Automated safety check: Pass | Unknown | 6 days ago |
| 6 | Verify that every quantitative claim in the paper is traceable to an analysis output file, and that no important output was omitted. | brycewang-stanford/ | 4.6k | — | ~1.4k | Automated safety check: Pass | Unknown | 6 days ago |
| 7 | A skill your agent uses when starting empirical analysis, creating a data pipeline, generating results, or when data or model specifications change. | brycewang-stanford/ | 4.6k | — | ~1.7k | Automated safety check: Pass | Unknown | 6 days ago |
| 8 | Guide economists to authoritative data sources with explicit, confirmed data specifications before retrieval; interfaces with Playwright MCP to navigate portals and extract real data, not articles… | brycewang-stanford/ | 4.6k | — | ~4.5k | Automated safety check: Pass | Unknown | 6 days ago |
| 9 | Quality assurance and testing protocols for statistical software | brycewang-stanford/ | 4.6k | — | ~3.5k | Automated safety check: Pass | Unknown | 6 days ago |
| 10 | A skill your agent uses when deciding what characterization and experimental detail an Advanced Materials manuscript must show to prove its structure–property claim, and what belongs in the… | brycewang-stanford/ | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | 14 days ago |
| 11 | A skill your agent uses when the empirical identification of a macro shock or dynamic causal effect is the bottleneck for an American Economic Journal: Macroeconomics (AEJ: Macro) manuscript — SVAR… | brycewang-stanford/ | 1.2k | — | ~1.8k | Automated safety check: Pass | MIT | 14 days ago |
| 12 | A skill your agent uses when the question is what makes the result tight or what the data identify for an American Economic Journal: Microeconomics (AEJ: Micro) manuscript — covering both (a)… | brycewang-stanford/ | 1.2k | — | ~1.7k | Automated safety check: Pass | MIT | 14 days ago |
| 13 | A skill your agent uses when the credibility of the causal evaluation of a policy is the bottleneck for an AEJ: Economic Policy manuscript — DID/event study, IV, RDD/bunching, or RCT of a program. | brycewang-stanford/ | 1.2k | — | ~1.7k | Automated safety check: Pass | MIT | 14 days ago |
| 14 | A skill your agent uses when the identification argument is the bottleneck for an American Economic Review: Insights (AER: Insights) short-format manuscript — causal identification in an empirical… | brycewang-stanford/ | 1.2k | — | ~1.7k | Automated safety check: Pass | MIT | 14 days ago |
| 15 | A skill your agent uses when calibrating expectations for the fast, decisive American Economic Review: Insights (AER: Insights) review process — conditional-accept-or-reject decisions, the… | brycewang-stanford/ | 1.2k | — | ~1.2k | Automated safety check: Pass | MIT | 14 days ago |
| 16 | A skill your agent uses when responding to an Academy of Management Annals (Annals) proposal decision or full-review referee letter — framework/attitude asks, coverage gaps, balance complaints, and… | brycewang-stanford/ | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | 14 days ago |
| 17 | A skill your agent uses when responding to Editorial Committee and referee feedback on an Annual Review of Economics (ARE) review — coverage gaps, balance/accuracy complaints, framework/structure… | brycewang-stanford/ | 1.2k | — | ~1.9k | Automated safety check: Pass | MIT | 14 days ago |
| 18 | A skill your agent uses when responding to Editorial Committee and referee feedback on an Annual Review of Sociology (ARSoc) review — coverage gaps, balance/accuracy complaints, framework/structure… | brycewang-stanford/ | 1.2k | — | ~2.1k | Automated safety check: Pass | MIT | 14 days ago |
| 19 | A skill your agent uses when packaging a CAV (Computer Aided Verification) artifact for the Artifact Evaluation Committee (AEC), covering the three badges (Available / Functional / Reusable), the… | brycewang-stanford/ | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | 14 days ago |
| 20 | A skill your agent uses when you need to understand how Cognitive Psychology (Elsevier) evaluates a manuscript — editorial triage for theoretical impact and fit, expert review weighing model rigor… | brycewang-stanford/ | 1.2k | — | ~1.6k | Automated safety check: Pass | MIT | 14 days ago |
| 21 | A skill your agent uses when you need to understand how Developmental Psychology (APA) evaluates a manuscript — masked peer review, editorial weighting of developmental significance, design rigor… | brycewang-stanford/ | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | 14 days ago |
| 22 | A skill your agent uses when the identification argument is the bottleneck for an Economic Policy (EP) manuscript — causal identification of a policy effect, or parameter identification in a… | brycewang-stanford/ | 1.2k | — | ~1.6k | Automated safety check: Pass | MIT | 14 days ago |
| 23 | A skill your agent uses when the empirical causal-identification argument is the bottleneck for a European Economic Review (EER) manuscript — DiD/event-study, IV, RDD, or experiment. | brycewang-stanford/ | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | 14 days ago |
| 24 | A skill your agent uses when a European Economic Review (EER) result must be shown to survive specification, sample, measurement, and inference changes — the robustness battery referees demand. | brycewang-stanford/ | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT | 14 days ago |
| 25 | A skill your agent uses when the credibility of an Experimental Economics (ExpEcon) manuscript rests on experimental control — incentive compatibility, randomization, the no-deception gate, and… | brycewang-stanford/ | 1.2k | — | ~2.2k | Automated safety check: Pass | MIT | 14 days ago |
| 26 | A skill your agent uses when the causal or economic credibility of a Financial Management (FM) result is the bottleneck — endogenous corporate policy choices, staggered-event designs, weak… | brycewang-stanford/ | 1.2k | — | ~2.2k | Automated safety check: Pass | MIT | 14 days ago |
| 27 | A skill your agent uses when building and stress-testing the heavy footnote apparatus of a Harvard Law Review (HLR) piece so it survives the student-editor cite-check / source-pull. | brycewang-stanford/ | 1.2k | — | ~1.2k | Automated safety check: Pass | MIT | 14 days ago |
| 28 | A skill your agent uses when scoping or stress-testing the research question for a Human Resource Management (Wiley "HRM") manuscript — confirming an HR-system/practice phenomenon with both a… | brycewang-stanford/ | 1.2k | — | ~1.1k | Automated safety check: Pass | MIT | 14 days ago |
| 29 | A skill your agent uses when stress-testing ICML experimental evidence before submission or rebuttal, including strong tuned baselines, mechanism-isolating ablations, seed variance and confidence… | brycewang-stanford/ | 1.2k | — | ~843 | Automated safety check: Pass | MIT | 14 days ago |
| 30 | A skill your agent uses when the identification argument is the bottleneck for an International Economic Review (IER) manuscript — structural parameter identification, empirical causal… | brycewang-stanford/ | 1.2k | — | ~2.6k | Automated safety check: Pass | MIT | 14 days ago |
| 31 | A skill your agent uses when the model is the contribution for an International Economic Review (IER) manuscript and its assumptions, results, or comparative statics are not yet tight. | brycewang-stanford/ | 1.2k | — | ~2.3k | Automated safety check: Pass | MIT | 14 days ago |
| 32 | A skill your agent uses when the identification argument is the bottleneck for an IMF Economic Review (IMFER) manuscript — cross-country panel, high-frequency policy-surprise, crisis event study… | brycewang-stanford/ | 1.2k | — | ~2.1k | Automated safety check: Pass | MIT | 14 days ago |
| 33 | A skill your agent uses when designing or auditing ISSTA experiments, covering real subject programs and benchmarks like Defects4J, fair tool-baseline configuration, bug-finding and coverage… | brycewang-stanford/ | 1.2k | — | ~1.1k | Automated safety check: Pass | MIT | 14 days ago |
| 34 | A skill your agent uses when the design that isolates a behavioral mechanism is the bottleneck for a Journal of Economic Behavior & Organization (JEBO) manuscript — lab/field experiment… | brycewang-stanford/ | 1.2k | — | ~1.8k | Automated safety check: Pass | MIT | 14 days ago |
| 35 | A skill your agent uses when you need to understand how the Journal of Educational Psychology evaluates a manuscript — masked peer review, editorial weighting of educational relevance, theory… | brycewang-stanford/ | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | 14 days ago |
| 36 | A skill your agent uses when the identification argument is the bottleneck for a Journal of the European Economic Association (JEEA) manuscript — credible causal identification in an empirical… | brycewang-stanford/ | 1.2k | — | ~1.7k | Automated safety check: Pass | MIT | 14 days ago |
| 37 | A skill your agent uses when the inference argument is the bottleneck for a Journal of Economic Geography (JEG) manuscript — spatial causal designs, quantitative-spatial model identification, or… | brycewang-stanford/ | 1.2k | — | ~2.4k | Automated safety check: Pass | MIT | 14 days ago |
| 38 | 38.Jel Revision A skill your agent uses when responding to editor and referee feedback on a Journal of Economic Literature (JEL) survey — coverage gaps, balance complaints, framework/structure asks, and… | brycewang-stanford/ | 1.2k | — | ~1.3k | Automated safety check: Pass | MIT | 14 days ago |
| 39 | A skill your agent uses when the identification argument is the bottleneck for a Journal of Financial Markets (JFM) manuscript — causal effects on market quality, or what pins down a microstructure… | brycewang-stanford/ | 1.2k | — | ~2.6k | Automated safety check: Pass | MIT | 14 days ago |
| 40 | A skill your agent uses when the identification argument is the bottleneck for a Journal of Health Economics (JHE) manuscript — quasi-experimental health-policy variation, selection into… | brycewang-stanford/ | 1.2k | — | ~2.4k | Automated safety check: Pass | MIT | 14 days ago |
| 41 | A skill your agent uses when the identification argument is the bottleneck for a Journal of International Money and Finance (JIMF) manuscript — open-economy causal designs, high-frequency policy/FX… | brycewang-stanford/ | 1.2k | — | ~2.7k | Automated safety check: Pass | MIT | 14 days ago |
| 42 | A skill your agent uses when the causal identification argument is the bottleneck for a The Journal of Law and Economics (JLE) manuscript — a law change (DiD/event study), a… | brycewang-stanford/ | 1.2k | — | ~2.3k | Automated safety check: Pass | MIT | 14 days ago |
| 43 | A skill your agent uses when the identification argument is the bottleneck for an empirical Journal of Law, Economics, and Organization (JLEO) manuscript — institutional/organizational causal… | brycewang-stanford/ | 1.2k | — | ~1.7k | Automated safety check: Pass | MIT | 14 days ago |
| 44 | A skill your agent uses when the identification argument is the bottleneck for a Journal of Money, Credit and Banking (JMCB) manuscript — macro shock identification (SVAR, narrative… | brycewang-stanford/ | 1.2k | — | ~2.6k | Automated safety check: Pass | MIT | 14 days ago |
| 45 | A skill your agent uses when scoping or stress-testing whether a research question fits the Journal of Management Studies (JMS) — a phenomenon-grounded management-theory question, quantitative or… | brycewang-stanford/ | 1.2k | — | ~1.3k | Automated safety check: Pass | MIT | 14 days ago |
| 46 | A skill your agent uses when you need to understand how the Journal of Applied Psychology (JAP) evaluates a manuscript — masked (anonymized) peer review, the action-editor model, the dual gate of… | brycewang-stanford/ | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | 14 days ago |
| 47 | A skill your agent uses when identifying a risk or uncertainty parameter is the bottleneck for a Journal of Risk and Uncertainty (JRU) manuscript — incentive-compatible elicitation in an experiment… | brycewang-stanford/ | 1.2k | — | ~2.4k | Automated safety check: Pass | MIT | 14 days ago |
| 48 | A skill your agent uses when the spatial identification argument is the bottleneck for a Journal of Urban Economics (JUE) manuscript — boundary discontinuity, shift-share/Bartik, historical or… | brycewang-stanford/ | 1.2k | — | ~2.2k | Automated safety check: Pass | MIT | 14 days ago |
