Break down complex tasks into a structured plan and trackable Issue CSV, then execute autonomously. Use when a task has multiple steps, needs research before starting, requires…
Start working on GitHub issue with deep-dive workflow (research, innovate, plan phases)
Research-grounded SDLC issue planner. Given an objective, dispatches parallel research agents, generates the supporting SDLC doc corpus, then files prioritized, cross-referenced…
Guides triaging GitHub issues and drafting or posting replies in this repo. Load it when starting to triage or investigate an issue ("check issue #NN", a new device report, a bug…
McKinsey-style issue tree framework for breaking down complex problems into MECE (Mutually Exclusive, Collectively Exhaustive) components.
Provides role-specific expertise for 26+ IT company positions. Use when responding from a specific role's perspective, providing role-based advice, or when specialized knowledge…
Specialista di formattazione citazioni giuridiche italiane — verifica e formatta citazioni Cassazione, tribunali regionali, statuti federali e dottrina secondo gli standard…
Specialista di redazione giuridica italiana — redige documenti legali italiani inclusi contratti, atti giudiziari, pareri legali e memorie con corretta formattazione delle…
Specialista di ricerca legale italiana — cerca precedenti della Cassazione, interpreta statuti federali e regionali, e produce analisi giuridica multilingue verificata.
Specialista di strategia legale italiana — sviluppa strategia di causa per il processo civile (CPC), penale (CPP) e amministrativo (CPA) inclusa analisi della forza della causa,…
Use when deciding what counts as evidence for an ITCS theory claim — proofs as the primary evidence, worked examples and separations that make a model concrete, and the rare,…
Weekly go-to-market review for a shipped product: funnel by source, activation cohort, top drop-off, launch results, then one experiment and one post, scorecard row appended.
Owns the iteration loop on top of an ML workspace: the `plan/PLAN.md` history log and the per-experiment `plan/NN_short_name.md` design notes that must be written **and validated…
Multi-conversation methodology for iterative stateful work with context accumulation. Use when users request work that spans multiple sessions (research, debugging, refactoring,…
自动迭代优化框架：改一个东西 → 打分 → 好的留 → 差的扔 → 再改下一个。 不限于 ML — 任何能打分的东西都能自动优化（代码、内容、配置、prompt、skill、定价策略）。 触发条件：用户说"帮我优化"、"自动迭代"、"跑实验"、"对比方案"、"调优"、 "自动改进"、"autoresearch"、"不断尝试"、"打分迭代" — from…
Continue a bounded research task from prior findings, ground it in available project context, and issue only non-duplicate probes for material evidence gaps.
Use when a skill exists but blind assessment shows it underperforms, or when iteratively improving a skill through experiment cycles while avoiding overfitting to fixed benchmarks
Compare Itô prediction-market baskets against a user's knowledge base, portfolio notes, financial context, watchlist, or research thesis.
Read-only Itô basket and prediction-market data skill. Index the live basket catalog, compare a basket against user-supplied research or a watchlist, build a source-grounded…
Design background Data Atlas style agents for Itô basket research, market discovery, parameter drafting, and human-in-the-loop editing.
Research prediction-market events, venues, underliers, liquidity, and news context for Itô basket workflows.
Unified prediction-market and Itô basket operations, covering read-only market intelligence, probability research, non-advisory basket comparisons, trade planning, and oracle data…
IVDR und Lab Developed Test: moderner Medizinrechts-Skill für In-vitro-Diagnostikum, Labor-Eigenentwicklung, Companion Diagnostics und Übergangsrisiken: IVDR und Lab Developed…
Use when deciding whether a project fits the Journal of the American Academy of Religion (JAAR) and how to frame it.
Research a brand, existing website, and competitors before building a premium animated client site. Use for brand extraction, website intelligence, competitor analysis,…
JACKS (Joint Analysis of CRISPR/Cas9 Knockout Screens) for modeling sgRNA efficacy and gene essentiality.
Use when targeting JACS Au or deciding whether a chemistry manuscript fits this gold open-access, broad, high-quality sister journal of JACS.
Use after a decision letter/referee reports arrive for a Journal of the American Chemical Society (JACS) manuscript, to plan experiments and draft the point-by-point response.
Use when deciding whether a chemistry result belongs in the Journal of the American Chemical Society (JACS) versus a specialized ACS journal, and which JACS format fits.
Use when assembling the Supporting Information for a Journal of the American Chemical Society (JACS) manuscript — complete procedures, full compound characterization, copies of…
Use when designing the empirical (or analytical) approach for a Journal of Accounting and Economics (JAE) manuscript — choosing an identification strategy (natural experiments,…
Use when building the exhibits for a Journal of Accounting and Economics (JAE) manuscript — variable-definition appendix, sample-construction table, descriptive statistics and…
Use when choosing or sharpening a research question for the Journal of Accounting and Economics (JAE) — testing economics-based fit, distinguishing JAE from JAR/TAR/RAST, and…
Use when polishing the prose of a Journal of Accounting and Economics (JAE) manuscript — economics-paper conventions (precise, hypothesis-driven, restrained), Elsevier author-date…
Author-guideline skill for Journal of Agricultural and Food Chemistry (ACS, ISSN 0021-8561). Use to format or check a manuscript for JAFC — ACS structure, TOC/abstract graphic,…
Design a summer that does not collapse into fake internships and drift. Helps users choose among projects, jobs, travel, research, weird experiments, and money goals.
Use when choosing and defending the research design for a Journal of the Association for Information Systems (JAIS) manuscript — a behavioral survey/experiment, an economics-of-IS…
Use when designing or auditing the figures and tables of a JAMA manuscript, including the required flow diagram, baseline table, and main-result exhibits.
Use when targeting JAMA Neurology or deciding whether a clinical-neurology study fits this venue. Encodes the journal's fit, the neurological-trial and observational evidence bar,…
Use when targeting JAMA Oncology or deciding whether a clinical-oncology study fits this venue. Encodes the journal's fit, the cancer-trial and outcomes-research evidence bar,…
Use when targeting JAMA Pediatrics or deciding whether a child- or adolescent-health study fits this venue.
Use when targeting JAMA Psychiatry or deciding whether a clinical-psychiatry or mental-health study fits this venue.
Use when selecting and completing the EQUATOR-network reporting checklist and flow diagram for a JAMA manuscript (CONSORT, STROBE, PRISMA, STARD, and design-specific guidelines).
Use when preparing or auditing the statistical analysis and reporting of a JAMA manuscript so it survives JAMA's dedicated statistical review.
Use when writing or auditing the JAMA structured abstract and the Key Points box for a JAMA manuscript.
Use when locking the study design and internal-validity safeguards for a JAMA clinical manuscript (RCT, cohort, diagnostic, or systematic review).
Compound MCP agent combining 6 Japan finance data sources — EDINET securities filings (有価証券報告書), TDNET timely disclosures (適時開示), e-Stat government statistics (GDP/CPI/雇用), BOJ…
Use when designing or defending the empirical identification of a Journal of Applied Econometrics (JAE) manuscript — a credible strategy applied to real data, with assumptions…
Use when turning empirical results into an explicit contribution to accounting knowledge for a Journal of Accounting Research (JAR) manuscript — stating what we now know about how…
Use when running and reporting the empirical-archival analysis for a Journal of Accounting Research (JAR) manuscript — standard-error clustering, endogeneity execution, construct…
Use when the research design and identification strategy are the bottleneck for a Journal of Accounting Research (JAR) manuscript — choosing the setting, source of identi — from…
Use when finalizing the descriptive, results, and identification exhibits for a Journal of Accounting Research (JAR) manuscript — the summary-statistics table, correlation matrix,…
Use when building the economic mechanism and deriving signed, falsifiable predictions for a Journal of Accounting Research (JAR) manuscript — grounding hypotheses in information…
Use when choosing or sharpening a research question for a Journal of Accounting Research (JAR) manuscript — testing whether it is a real accounting question with a credible…
Use when deciding which jar-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Accounting Research (JAR)…
Use when polishing the prose of a Journal of Accounting Research (JAR) manuscript — a design-forward, economically literate style that states the question, setting, and…
Forschungsdisziplin- und Experiment-Orchestrierungsskill für das Javis-Projekt (iteratives KI/SNN/Memory-Forschungsprojekt).
Use when sharpening the core methodological contribution of a Journal of Business & Economic Statistics (JBES) paper into one legible claim that pairs novelty with empirical…
Use when building the Monte Carlo evidence and the substantive empirical application for a Journal of Business & Economic Statistics (JBES) methods paper.
Use when the methodological core of a Journal of Business & Economic Statistics (JBES) paper is the bottleneck — assumptions, regularity conditions, asymptotic theory, and Monte…