Use to write or stress-test the institutional-background section of a 《金融研究》 (Journal of Financial Research) manuscript — stating China's financial-system detail accurately…
Use when the literature review for a 《金融研究》 (Journal of Financial Research) manuscript is a citation pile rather than a dialogue — to enter the finance lineage (international +…
Use when the mechanism section of a 《金融研究》 (Journal of Financial Research) manuscript stops at "promotes / inhibits" — to pin the effect to a concrete financial channel (credit /…
Use to write the policy-implication section of a 《金融研究》 (Journal of Financial Research) manuscript — addressing the monetary authority, financial regulators, or financial…
Use to draft the response letter for a 《金融研究》 (Journal of Financial Research) revise-and-resubmit — organizing point-by-point replies to reviewers, prioritizing identification and…
Use for the pre-submission preflight to 《金融研究》 (Journal of Financial Research) — checking word count (~20k chars), ~200-char abstract, 3–5 keywords, three JEL codes, note…
Use to finalize the main tables and figures of a 《金融研究》 (Journal of Financial Research) manuscript to journal house style — trimming over-wide regression tables, standardizing…
Use to sharpen the research question and contribution for a 《金融研究》 (Journal of Financial Research) manuscript — turning a finance data finding into a question with a clear…
Use when deciding which jfr-* sub-skill to invoke next, or when sequencing manuscript work from fit positioning through rebuttal for 《金融研究》 (Journal of Financial Research).
Queries JGI Lakehouse (Dremio) for genomics metadata from GOLD, IMG, Mycocosm, Phytozome. Downloads genome files from JGI filesystem using IMG taxon OIDs.
Use when checking whether a research question fits the Journal of Human Resources (JHR) — empirical microeconomics with a policy-relevant, causal emphasis — and to filter out…
江南春(分众传媒创始人)的「反着走、抢占心智一词定位、信任状、时间窗口先入为主、饱和攻击、 道就是人心」品牌定位判断视角。Full tier:由其两场公开演讲(2017 湖畔大学 / 高榕资本)第一人称实录 蒸馏;research 见 references/research/01-06.md。理论承袭特劳特定位理论(已标注)。
Use when choosing or sharpening a research question for a Journal of International Business Studies (JIBS) manuscript — testing whether it is a genuine international-business…
Clone external repositories into work/ directory for examination and source code research. Use when needing to understand third-party dependency implementations, debug upstream…
Create isolated jj workspaces for testing changes, running experiments in parallel, and exploring alternative implementations.
Use when you want to work in an isolated jj working copy — parallel task, experimental scratch, subagent with its own tree.
Use when assessing whether a research question fits the Journal of Monetary Economics (JME) — monetary theory and policy, central banking, business cycles, growth, financial…
Use when defending the research design of a Journal of Marriage and Family (JMF) manuscript — longitudinal and life-course designs, dyadic and family-level analysis,…
Use when taking the behavioral operations (行为运作) path of a 《管理科学学报》 (Journal of Management Sciences in China) manuscript — designing controlled experiments, manipulation checks,…
Use when designing the numerical / simulation study for a 《管理科学学报》 (Journal of Management Sciences in China) manuscript — validating the proven theoretical properties, testing…
Deconstructs a job description and builds interview intelligence — JD-to-evidence matching, company and product research, interviewer profiling, recruiter-vs-team discrepancy…
Load Scout, the market intelligence analyst for job market research, company evaluation, and opportunity discovery.
Load Scout, the market intelligence analyst for job market research, company evaluation, and opportunity discovery.
Search for job postings across LinkedIn and Indeed. Use when users want to find open roles, monitor hiring signals, identify companies hiring for specific positions, or research…
Use when defending the research design of a Journal of Communication (JoC) manuscript — experimental and survey design, content analysis with intercoder reliability,…
Use when deciding whether a research question fits the Journal of Labor Economics (JOLE) — a general-interest labor-economics quarterly — and how to frame it so it matters to…
Use when running and reporting the statistical analysis for a Journal of Operations Management (JOM) empirical manuscript — measurement validity for survey constructs,…
Use when choosing and defending the research design for a Journal of Operations Management (JOM) empirical study — matching survey, archival/secondary, field, case, experimental,…
Use when understanding how Journal of Operations Management (JOM) evaluates submissions — the Department-routed structure, the asymmetric double-anonymous review, the Empirical…
Use when preparing a Journal of Operations Management (JOM) submission for the Wiley Research Exchange (ReX) portal — Department routing, the prescriptive cover-letter…
Use when shaping or screening a research question for the Journal of Operations Management (JOM) — testing whether operations is genuinely at the heart of the question, whether…
Use when drafting or polishing prose for a Journal of Operations Management (JOM) empirical manuscript — front-loading the operations argument, writing for both academics and…
Use when defending the research design of a The Journal of Politics (JOP) manuscript — causal identification for quantitative work, experimental and survey-experimental design,…
Maps the academic publishing landscape for a given field — explaining which journals matter, what they signal about credibility, and where preprints fit — so journalists can…
Analyzes academic paper abstracts to recommend optimal journals for submission, considering impact factors, scope alignment, and domain expertise.
Use when targeting Journal of Accounting Research (JAR) or deciding whether an accounting manuscript fits this venue.
Use when targeting Journal of Business and Economic Statistics (JBES) or deciding whether a manuscript at the statistics/econometrics interface fits this venue.
Use when targeting Journal of Consumer Research (JCR) or deciding whether a consumer-behavior manuscript fits this venue.
Use when targeting Journal of Experimental Medicine (JEM) or deciding whether an immunology or experimental medicine manuscript fits this venue.
Use when targeting 《金融研究》(Journal of Financial Research) — the PBC-affiliated top finance journal in China.
Use when targeting Journal of Geophysical Research: Atmospheres (JGR-Atmospheres) or deciding whether a full-length atmospheric-science manuscript fits this AGU venue.
Use when targeting Journal of High Energy Physics (JHEP) or deciding whether a high-energy physics manuscript fits this author-formatted, open-access SISSA/Springer venue.
Use when targeting Journal of Machine Learning Research (JMLR) or deciding whether a machine learning methods or theory manuscript fits this open-access venue.
Use when targeting 《管理科学学报》(Journal of Management Sciences in China) — the NSFC-flagship for quantitative / mathematical management science (operations research, decision…
Use when targeting Journal of the American Chemical Society (JACS) or deciding whether a chemistry manuscript fits this ACS venue.
Recommend academic journals based on manuscript topic, abstract, and impact factor expectations. Use when the user wants to find suitable journals for their research manuscript,…
Recommends target journals for manuscript submission by analyzing the paper topic/abstract and the journal distribution of similar PubMed literature; use when users ask for…
Use when the empirical identification strategy is the bottleneck for a Journal of Political Economy (JPE) manuscript — quasi-experimental designs (DID, IV, RDD, event study) or…
Use when scoping or framing a research question for a Journal of Political Economy (JPE) manuscript and you need to test whether it is "JPE-shaped" — i.e., a mechanism-driven…
Use when designing the multi-study package for a Journal of Personality and Social Psychology (JPSP) manuscript — sequencing studies, powering each one, choosing experimental /…
Use when judging whether a personality/social-psychology project fits the Journal of Personality and Social Psychology (JPSP) and — critically — which of the three independently…
Use when handling the empirical analysis for a Journal of Public Economics (JPubE) manuscript — administrative tax/transfer/health/register data, elasticity and bunching…
Use when assembling data and code for a Journal of Public Economics (JPubE) manuscript under Elsevier's research-data framework — data-availability statements, repository options,…
Use when assessing whether a research question fits the Journal of Public Economics (JPubE) — the economic role of government (taxation, public expenditure, social insurance,…
Use when building the literature review for a 《数量经济技术经济研究》 (JQTE) manuscript — organizing it around the method lineage (how a quantity has been measured / a series forecast / a…
Plan and drive evidence-based debugging investigations from hypothesis to verified resolution, with escalation to implementation when needed.
Use repo lab experiments (src/ui/lab) to answer jsgui3 “how should we do this?” questions, then distill the validated result into durable docs + Skills.
Use when when you have extracted intermediate JSON conforming to the Experiment Description Specification and need to restructure, filter, sort, or aggregate records (e.
Use when when your project JSON document contains public identifiers (genome IDs, biosample accessions, etc.) that lack human-readable or linked metadata, and you need to populate…
Use when after enriching a project JSON document with external metadata (e.g., organism names, genome identifiers) or before writing enriched JSON to disk.