Use when designing the exhibits for a Journal of Public Economics (JPubE) manuscript — bunching density plots, event-study and RD/RKD graphs, incidence and distributional figures,…
Use when deciding which jpube-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Public Economics (JPubE)…
Use when Codex needs to inspect, transform, filter, validate, or summarize JSON with the jq CLI, especially for jq filters, JSON/JSONL pipelines, shell quoting, --arg/--argjson…
JSON querying, filtering, and transformation with jq command-line tool. Use when working with JSON data, parsing JSON files, filtering JSON arrays/objects, or transforming JSON…
Process, filter, and transform JSON data using jq - the lightweight and flexible command-line JSON processor.
Constructs complex jq filter expressions for transforming JSON/NDJSON streams, including recursive descent, object construction, and reduce operations.
Constructs complex jq filter pipelines from natural language queries against JSON/NDJSON data streams.
Build and optimize JQL (Jira Query Language) queries for searching issues. Use when the user needs to search Jira issues, filter by complex criteria, find specific bugs or…
Use when a 《数量经济技术经济研究》 (JQTE) manuscript makes a forecasting or prediction claim — macro forecasting, business-cycle / sentiment indices, mixed-frequency nowcasting, or…
Use when writing the policy / practice implications of a 《数量经济技术经济研究》 (JQTE) manuscript — translating measurement, forecasting, or decomposition results into concrete guidance for…
Use when a 《数量经济技术经济研究》 (JQTE) manuscript is built on an input-output table, a CGE model, or a structural decomposition (SDA).
Use when the contribution of a 《数量经济技术经济研究》 (JQTE) manuscript is productivity / efficiency / index measurement — TFP, Malmquist, DEA, SFA, technical-progress decomposition, or…
Use when responding to peer-review / R&R comments on a 《数量经济技术经济研究》 (JQTE) manuscript — structuring a point-by-point response letter that addresses the journal's characteristic…
Use to design and report robustness for a 《数量经济技术经济研究》 (JQTE) manuscript where the contribution is measurement, a model, or a forecast — focusing on sensitivity to method choice,…
Use for the pre-submission preflight to 《数量经济技术经济研究》 (JQTE) — checking footnote conventions (脚式编排, renumbered per page), title/keyword/abstract format, the ≥1000-character policy…
Use when finalizing tables and figures for a 《数量经济技术经济研究》 (JQTE) manuscript — making sure measurement / forecast / decomposition results carry quantitative interpretation…
Use to sharpen a topic for 《数量经济技术经济研究》 (JQTE) — turning a vague empirical idea into a measurement / forecasting / method-application question with a clear quantitative object, a…
Access JPX stock market data via J-Quants API — search stocks, get daily OHLCV prices, financial summaries (revenue, profit, EPS, ROE), and earnings calendar for Tokyo Stock…
Migrate jQuery 3.x to 4.0.0 safely in WordPress and legacy web projects. Covers all breaking changes: removed APIs ($.isArray, $.trim, $.parseJSON, $.type), focus event order…
Use when implementing or reviewing jQuery DOM selection, traversal, manipulation, and method chaining patterns with correct selector performance and modern API usage.
Add a new story to an existing feature using contract-first clarification, scope validation, and duplicate checks.
Run `/jr-archive` to check completeness and persistence, then report readiness for the user to archive the session manually.
Commit current-session work with concern-based staging, evidence-based checklist reconciliation, and standardized commit messages.
Run `/jr-demo` to turn a prose walkthrough into an assert-verified storyboard of captioned screenshots of the running application.
Create comprehensive feature specifications through contract-first clarification and end-to-end story planning before implementation.
Create new Junior skills/commands using established structure, clarification, and contract approval before generation.
Produce a comprehensive project status report with git state, active work, progress analysis, and concrete next actions.
Handles simple UI tasks — CSS adjustments, component scaffolding, design token updates. Uses a local model to save tokens.
JRNI integration. Manage data, records, and automate workflows. Use when the user wants to interact with JRNI data.
Use when a Journal of Risk and Uncertainty (JRU) decision letter has arrived and you need a response-letter strategy.
Use when running the final pre-submission preflight for the Journal of Risk and Uncertainty (JRU) via Springer's portal — file set, anonymization, Data Availability Statement,…
Use when exhibits for a Journal of Risk and Uncertainty (JRU) manuscript must make choice patterns and risk-parameter estimates legible.
Use when the decision-theoretic representation is the bottleneck for a Journal of Risk and Uncertainty (JRU) manuscript — axioms, functional form, and behavioral content for…
Use when deciding whether a question belongs in the Journal of Risk and Uncertainty (JRU) and how to frame it as a risk/uncertainty primitive.
Use when deciding which jru-* sub-skill to invoke next, or when sequencing manuscript work from question through rebuttal for a Journal of Risk and Uncertainty (JRU) submission.
Use when the prose of a Journal of Risk and Uncertainty (JRU) manuscript must convey a decision model and its measurement with precision.
Validate .env files for common issues — detect leaked secrets (AWS keys, GitHub tokens, Stripe keys, JWTs), find duplicate variables, flag empty values, compare against…
Define and use tools in LangChain - includes tool decorator, custom tools, built-in tools, and tool schemas
Use early returns to avoid unnecessary computation in loops and functions. Apply when processing arrays, validating input, or checking multiple conditions where the result can be…
Hoist RegExp creation outside render or memoize with useMemo(). Apply when using regular expressions in React components or frequently called functions.
JS/TS monorepo with pnpm workspaces and Turborepo. Use when setting up a monorepo, adding packages, or auditing config.
Replace JS UI libs with native HTML/CSS — modal, tooltip, popover, dropdown, accordion, tabs, carousel, sticky, smooth-scroll, form-validation, lazy-load, line-clamp.
Use toSorted() instead of sort() to avoid mutating arrays. Apply when sorting arrays that are React props, state, or otherwise shared/referenced elsewhere.
Park a heavy Claude Code session before a long break, so it can be resumed in a fresh session for a fraction of the tokens.
Resume parked work from a RESUME.md handoff note. Use when the user starts a session with 再開します, 続きから, "resume", "let's pick up where we left off", or invokes /jsa-resume.
Commenting and documentation guidelines. Auto-activate when the user discusses comments, documentation, docstrings, code clarity, API docs, JSDoc, or asks about commenting…
Use when designing, reporting, or auditing an exact, decomposition, heuristic, simulation, or learning-based solution route for 《系统工程学报》 (Journal of Systems Engineering, Tianjin…
Use when running the final submission preflight for 《系统工程学报》 (Journal of Systems Engineering, Tianjin University), including the official submission domain, account registration,…
Use when constructing or auditing the formal model for 《系统工程学报》 (Journal of Systems Engineering, Tianjin University), especially when system boundaries, levels, state and decision…
Use when designing or auditing propositions, theorems, corollaries, comparative statics, equilibria, stability results, proofs, counterexamples, boundary conditions, and…
Use when a manuscript is being planned, drafted, revised, or prepared for submission to 《系统工程学报》 (Journal of Systems Engineering, Tianjin University), especially when the author…
Use when drafting or formatting the title, bilingual abstracts and keywords, equations, symbols, figures, tables, references, funding and author information, appendix, proofs, and…
Debug jsgui3 client-side activation issues. Use when SSR renders but clicks don’t work, this.dom.el is null, or you see Missing context.map_Controls / activation failures.
Understand and debug how jsgui3 SSR markup becomes activated client-side, including persisted fields (data-jsgui-fields) and ctrl_fields (data-jsgui-ctrl-fields), and where to…
Use when designing or polishing jsgui3 UIs in the WLILO style (White Leather + Industrial Luxury Obsidian): tokens, panels, tables, icon actions, and interaction-safe styling.
Use when finding dead JS/TS code, tracing callers (call graphs), or analyzing module and circular dependencies in a JS/TS project.
Create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections. Use when working with .canvas files, creating visual canvases, mind maps, flowchar — from…
Create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections. Use when working with .canvas files, creating visual canvases, mind maps, flowchar — from…
Create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections. Use when working with .canvas files, creating visual canvases, mind maps, flowchar — from…
Use when you have discovered Mass2Motifs via LDA and need to (1) load a pre-computed motifset JSON file (e.g., motifset_optimized.