Create persistent investment-research workspaces where agents process market data, filings, models, charts, and thesis updates over time.
Run a pre-registered quantitative experiment with held-out fixtures, multi-model k=5 execution, statistical verdict, and evidence write-back.
Build repeatable evaluation experiments for agents and LLM apps with output checks, trajectory scoring, simulators, and trace-based review.
Give an agent curated scientific workflows, databases, and domain-specific guidance when general prompting is not reliable enough for research-heavy work.
Guide for designing Run resources in OptAIC. Use when creating PipelineRun, ExperimentRun, BacktestRun, PortfolioOptimizationRun, TrainingRun, InferenceRun, or MonitoringRun.
Use Khoj to connect private knowledge and web sources, create a custom agent, and schedule recurring research or notification workflows.
Use tldw_server when an agent workflow needs to ingest video, audio, documents, and web pages into a local research layer with RAG, evals, OpenAI-compatible APIs, and MCP access.
EXPERIMENTAL. Open → service → close on autopilot. Drive your entire phased plan to completion in one session (supervised by default).
Rigor Train skill for deep learning research repositories. Use when a documented or selected training command should be run conservatively for startup verification, short-run…
Calculate GDP-weighted mean of net exports as % of GDP using SUMPRODUCT in Excel, including all supporting statistics (min, max, median, percentiles).
Use when a question needs evidence from outside this repository - prior art, library or vendor evaluation, spec and protocol detail, security advisories, benchmark claims, current…
Execute chaos engineering experiments to test system resilience. Use when performing specialized testing.
Use when about to execute Ruby code, run a benchmark, or invoke bundle/irb for any part of this talk repo.
Дизайн нового проекта: скептические вопросы, research, архитектура docs, опциональный scaffold после approval.
Use when you need to verify that an S4 replacement method (e.g., `mz<-`) in a bioinformatics backend class correctly validates input data using vectorized operations on…
Make or audit a SaaS subscription pricing and packaging decision: buyer, value metric, tiers, limits, trials, seats or usage, enterprise path, unit economics, trust constraints,…
Rigor Debug / Rigor Audit skill for deep learning research work. Use when the user pastes a traceback, terminal error, CUDA OOM, checkpoint load failure, shape mismatch, NaN loss…
Use when a lawyer or user indicates that AI-assisted work product (research, drafts, briefs, or submissions) will be filed with or presented to a court, tribunal, or regulatory…
Sage system operations. Sync status, version info, database statistics and maintenance.
Build a defensible salary range for a role — what it actually pays given the market, location, level, and your value — so you can ask, counter, or set pay with a real number.
Research market rates, build negotiation strategy, and create counter-offer scripts
Research a Salla competitor and produce a structured battlecard. Pre-wired for the MENA e-commerce landscape: Zid, Shopify Arabia, WooCommerce, Expandcart, Rewix.
Use when designing multi-batch LC/GC-MS experiments where samples belong to multiple groups or conditions and you need to ensure that each injection plate receives a balanced…
Use when when designing injection sequences for LC/GC-MS multi-omics experiments where you need to distribute samples across multiple plates and must account for mandatory QC…
Use when after MZmine feature detection and molecular networking on a single LC-MS/MS DDA sample, when you have a feature table (with retention time, m/z, fragmentation spectra)…
Use when when you have loaded centroided .mzML files into a Spectra object and plan to use TARDIS (tardisPeaks) with an MsExperiment object rather than file paths, and you need…
Use when when you have an Excel file uploaded by a user following the InjectionDesign template schema and need to convert it into a modifiable, structured sample list that…
Use when when you have loaded (un)targeted metabolite data into a Metaboprep object and need to exclude samples with excessive missing values before quality control or statistical…
Basic sample size estimator for clinical research planning. Computes per-group and total N for two-sample/paired t-tests, chi-square tests, and proportion comparisons, reporting…
Estimates required sample sizes for differential expression, ChIP-seq, methylation, and proteomics studies.
Führt von der KI generierten Python-Code für Data-Science, Mathematik und AutoML 100% isoliert im Browser aus.
Secure sandboxed code execution environments for reproducible research computing
Evidence Loop — SAP 운영 진단을 라이브 접근 없이 "확인→수정→재확인" 루프로 수행. 18개 sapstack 모듈과 15개 컨설턴트 에이전트를 오케스트레이션하는 상위 스킬. Turn-aware 응답 포맷 (Hypothesis → Follow-up → Verify → Fix + Rollback).
An open-source analysis pipeline to detect germline or somatic variants from whole genome or targeted sequencing
SatelliteToolboxAtmosphericModels.jl for computing atmospheric density and temperature using empirical models (Exponential, JR1971, JB2008, NRLMSISE-00).
Summarize and save research findings from the current conversation into a well-structured markdown document.
Graduate ONE Explore experiment to a production component — preserve the experiment (cp, never git mv), pick new-vs-update, close the decision loop.
Send a sliced 3MF (or slice an STL/SCAD first) to a Bambu Lab X1C via Bambu Cloud and start the print.
Set up complete experimental infrastructure for all runs in a designed experiment. Orchestrates parallel generation of fine-tuning configs (via scaffold-torchtune) and evaluation…
Use to create a new research project from the template via conversation — no terminal, no `cp` commands.
Build college-algebra-floor, self-study tutorials that teach statistical formulas and derivations from the ground up — primers before use, a closure-audited glossary,…
Use when when converting mzML files to imzML format and the source mzML contains multiple scan filters (e.g., different MS/MS isolation windows, ionization modes, or mass ranges…
Provisions a Replay Vision scanner scoped to one experiment's exposed sessions: sets `experiment_targeting` so the API derives the person-scoped exposure filter server-side,…
Standard single-cell RNA-seq analysis pipeline. Use for QC, normalization, dimensionality reduction (PCA/UMAP/t-SNE), clustering, differential expression, and visualizati — from…
Svensk offentlig statistik från SCB via PxWebApi v2. Använd ALLTID när någon frågar om svenska siffror, statistik, befolkning, KPI, inflation, arbetslöshet, löner, priser — from…
Svensk offentlig statistik från SCB via PxWebApi v2. Använd ALLTID när någon frågar om svenska siffror, statistik, befolkning, KPI, inflation, arbetslöshet, löner, priser — from…
Guide SceneKit game implementation, repair, and maintenance. Use when Codex works on SCNScene, SCNView, SCNNode, cameras, lights, materials, geometry, animation, 3D physics, .scn…
定时研究监测器：围绕已有文档或给定 topic 理解当前研究方向，按最近一段时间持续检索 arXiv、官方 benchmark 页面、数据集页面、公司官方博客和权威技术来源，生成中文增量证据摘要与待更新候选项。适合 recurring research、自动化巡检和新证据跟踪时调用。
Evolve your brain's schema pack. Add page types, propose new ones from corpus scans, backfill page.type on existing pages, audit pack health.
Schema.org research assistant for Logseq Template Graph. Investigates Schema.org classes and properties, suggests standard vocabulary, validates hierarchies, and provides…
Search academic literature with Google Scholar using effective queries, citations, and filters.
Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation — from…
Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation — from…
Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation — from…
Find academic papers, explore citations, and export BibTeX. Use when asked about research papers, references, citations, bibliography, or scholarly information.
Academic literature intelligence toolkit for multi-source paper search, analysis, and knowledge graph building with AI assistance.
Polishes academic English paragraph by paragraph, reviewing grammar, word choice, voice, coherence, and sentence structure. Outputs revision suggestions alongside polished text.
Provides pre-kindergarten readiness checklists covering academic foundations, social-emotional skills, self-care abilities, and first-day preparation logistics.
Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propo — from…
Simulates a strict SCI peer-review workflow; trigger when a user uploads or pastes a manuscript (PDF/DOC/DOCX/TXT) and requests an innovation score (1–12) plus experimental-logic…