Growth engine for ID8Labs. Systematic experimentation and optimization to scale products through data-driven decisions, retention focus, and sustainable acquisition channels.
Use when designing or auditing the evaluation of an IEEE S&P (Oakland) paper, including end-to-end attack demonstration, adaptive-adversary evaluation of defenses, measurement…
Use when designing or auditing IJCAI or IJCAI-ECAI experiments, baselines, ablations, statistical evidence, hyperparameter reporting, compute descriptions, dataset handling,…
Use when the algorithm or model formulation, its correctness, and its theoretical guarantees are the bottleneck for an INFORMS Journal on Computing (IJOC) manuscript.
Build network traffic baselines from NetFlow/IPFIX data using Python pandas for statistical analysis, z-score
Ability to analyse, design, optimise, and improve systems that integrate people, processes, technology, and resources to meet defined performance, quality, cost, and safety…
Drawing conclusions about populations from sample data. Covers sampling distributions, confidence intervals, hypothesis testing (z-tests, t-tests, chi-squared tests, ANOVA),…
Catalog of informal fallacies with definitions, canonical examples, and detection heuristics. Covers relevance fallacies (ad hominem, straw man, red herring, appeal to authority,…
Show session analytics, learning patterns, correction trends, heatmaps, and productivity metrics. Computes stats from project memory and session history.
Use when targeting Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR) or deciding whether a computer-science manuscript fits this…
Structures statistical analysis interpretation with p-value, confidence interval, and effect size reporting.
Detect introgression and admixture between species or populations using Dsuite (Malinsky 2021 fast D-statistics), Patterson's D / ABBA-BABA test (Green 2010; Durand 2011) — from…
Diagnose and optimize build times and module architecture for large iOS apps (Swift / SwiftPM / Xcode): classify bottlenecks from Build Timeline data, evaluate…
Use when designing or auditing IROS experiments — real-robot trial counts, success criteria set in advance, reset procedures, failure taxonomies, baseline fairness on matched…
Use when you have selected statistically significant features from multi-assay untargeted LC-MS metabolomics data and need to group them by structural relationships defined by…
Use when after filtering LC-MS features by statistical significance (e.g., p-value < 0.01) and you wish to group features that represent the same metabolite at different — from…
Use when you have preprocessed, statistically significant LC-MS features (from multiple assays or a single assay) and need to group features that represent the same metabolite in…
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,…
Unified prediction-market and Itô basket operations, covering read-only market intelligence, probability research, non-advisory basket comparisons, trade planning, and oracle data…
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 designing or auditing the figures and tables of a JAMA manuscript, including the required flow diagram, baseline table, and main-result exhibits.
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 finalizing the descriptive, results, and identification exhibits for a Journal of Accounting Research (JAR) manuscript — the summary-statistics table, correlation matrix,…
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 the methodological core of a Journal of Business & Economic Statistics (JBES) paper is the bottleneck — assumptions, regularity conditions, asymptotic theory, and Monte…
Use when a Journal of Business & Economic Statistics (JBES) decision letter arrives (R&R or major revision) and a response strategy and letter are needed for a methods paper.
Use when assembling the reproducible data-and-code supplement for a Journal of Business & Economic Statistics (JBES) paper under the American Statistical Association (ASA)…
Use when designing the simulation tables and figures for a Journal of Business & Economic Statistics (JBES) methods paper so size, power, coverage, and the empirical results are…
Use when deciding whether a project fits the Journal of Business & Economic Statistics (JBES) — the methods-with-empirics fit test.
Use when deciding which jbes-* sub-skill to invoke next, or when sequencing methods-paper work from topic selection through rebuttal for a Journal of Business & Economic…
Use when polishing prose, theorem statements, the abstract, and the introduction for a Journal of Business & Economic Statistics (JBES) methods paper so the methodological…
Use when preparing Journal of Banking & Finance (JBF) tables and figures — descriptive statistics, regression tables, event-study plots, mechanism and heterogeneity exhibits,…
Use when building the tables and figures for a Journal of Corporate Finance (JCF) empirical paper — summary statistics, main regression tables with fixed effects and clustering…
Use when building the exhibits for a Journal of Consumer Psychology (JCP) manuscript — condition-means tables, mediation/moderation path figures, interaction plots, and…
Use when building the tables and figures for a Journal of Financial and Quantitative Analysis (JFQA) paper — summary statistics, main regressions, robustness, and finance-standard…
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 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 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…
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 Climate or deciding whether a climate-dynamics or climate-variability manuscript fits this 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 choosing and designing evidence for a manuscript submitted to 《系统工程学报》 (Journal of Systems Engineering, Tianjin University), with separate standards for numerical…
初中数学每日练 Skill是面向每日打卡、专项训练的产品级 Hermes Skill，年级、册别、单元、知识点和难度通过参数传入。 Workflow: junior_math_daily_practice.run.
初中数学快速巩固 Skill是面向每日打卡、同步巩固的产品级 Hermes Skill，年级、册别、单元、知识点和难度通过参数传入。 Workflow: junior_math_quick_practice.run.
Executes autonomous Loop Engineering cycles (Autoresearch) for continuous code and metric optimization.
Use this when: am I ready for auto-improvement, is my system ready for the Karpathy Loop, can I run autoresearch on this, evaluate auto-improvement readiness, define the editable…
Current-aware Kaspa researcher and engineering skill for source-grounded protocol, KIP, wallet, indexer, WASM, Kdapp, dApp, infrastructure, and future-feature analysis.
MATLAB and GNU Octave numerical computing for matrix operations, data analysis, visualization, and scientific computing.
When the user wants to discover, evaluate, or prioritize App Store keywords. Also use when the user mentions "keyword research", "find keywords", "search volume", "keyword…
Use when a klartext user works on their BMW F-series through Claude — reading live data (oil/coolant temperature, DPF soot load or regeneration status, RPM), clearing fault codes,…
Expert in visualizing and explaining braid theory, knot mathematics, and topological concepts for educational purposes.
Fetch one KOFIA 종합통계 operation from data.go.kr over a date range -- investor deposits and forced selling (market_funds), margin loan balances (credit_balance), funds, CMA,…
Use to enforce The Lancet's clinical-statistics reporting — confidence intervals over bare P values, a pre-specified primary analysis, intention-to-treat with per-protocol…
Use as the final preflight before submitting to The Lancet — a complete checklist across importance, registration, reporting guideline + flow diagram, statistics, structured…
Use when turning a linguistic pattern into a theoretically grounded claim for a Language (LSA) manuscript — an analysis with explicit assumptions, observable predictions, and…
API quick-reference for key lattice subsystems (FP, Game Theory, SAT, Optics, Statistics, CLP). Use when you need function signatures, module contents, or usage examples for a…