RIPER methodology orchestrator — Research → Innovate → Plan → Execute → Review — the FOURTH instance of the AD/AID-PDLC sub-cycle contract (ADR-010 / RFC-018).
Deterministic deep research via RivalSearchMCP. 9 tools: 5-engine web search (DuckDuckGo/Bing/Yahoo/Mojeek/Wikipedia), 9-platform social search…
Use when running the final pre-submission preflight for The RAND Journal of Economics (RJE) via the Wiley Research Exchange portal — hard page caps (40/50 pp, double-spaced), the…
Use to test whether a research question fits The RAND Journal of Economics (RJE) — the flagship industrial-organization journal with a deliberately narrow applied-microeconomics…
Update a task/study RLXP report from structured evidence, including incumbent, experiment table, metrics, guardrails, decisions, budget usage, open risks, next action, and stop…
Phase 1 — Market research and idea discovery via store top charts and competitor analysis.
Compute the bacterial pan-genome from Prokka/Bakta GFF3 annotations with Roary's CD-HIT + BLAST + MCL clustering pipeline.
Use when the credibility core of a Review of Finance (RoF) manuscript is the bottleneck — causal identification for empirical finance (DID, IV, RDD, event study, natural…
Web page fetching and crawling for AI agents. Extract content from URLs for research, documentation, and competitive analysis.
HV (Horizontal-Vertical) Analysis deep research skill for products, companies, concepts, technologies, or people.
Invoke when comparing models or prompts and you want evidence, not a vibe check — choosing a model for a task (opus vs sonnet vs haiku; Claude vs Codex vs Gemini), A/B testing…
Specialized research and analysis prompt methodology for Claude. Provides 11 tested approaches (3 identity, 4 reasoning, 4 output) for data analysis, policy research, systematic…
Use when performing statistical unfolding for an ATLAS cross-section measurement: building a response matrix from MC, applying Bayesian iterative unfolding (RooUnfoldBayes), SVD…
Expert guidance for ROS 2 (Jazzy) development in Python (rclpy) and C++ (rclcpp). Use whenever the user works with ROS 2 nodes, topics, services, actions, QoS, parameters,…
Rowan is a cloud-native molecular modeling and medicinal-chemistry workflow platform with a Python API.
Rowan is a cloud-native molecular modeling and medicinal-chemistry workflow platform with a Python API.
Use when starting the RPI flow and you want to deeply understand a question, system, or feature by reading the codebase before planning.
Explain the rpm plugin and list its commands. Use when the user asks what rpm is, how /rpm works, which rpm commands are available, or needs an overview of the session-lifecycle /…
Interact with R and RStudio environments for scientific research tasks including creating projects, running analyses, managing dependencies, and generating publication-quality…
Sustained metric-improvement loop with atomic commits, auto-rollback, and experiment logging. Iterates with specialist agents, commits atomically, auto-rolls back on regression.
Guide literature review, experiment tracking, evidence records, result reporting, and paper-writing work through a structured research-agent workflow.
Use claude-code-my-workflow when a research task needs a Claude Code workflow for papers, slides, data analysis, or replication packages with specialist-agent review and…
Use GPT Researcher to plan, gather, source, and assemble cited web or local research reports through a repeatable agent workflow.
Design and run chaos experiments using Litmus or Chaos Mesh. Test system resilience via controlled fault injection, validate hypothesis-driven tests, improve failure recovery.
Build, run, and verify the cim-cac-maxcut-g22 Ising-machine MAX-CUT solvers (CIM / CAC / SB / SA) and the dated parallel-tempering (PT) experiment modules.
Turn Claude Code into a command-driven workflow surface for research, planning, implementation, testing, and review instead of steering every step ad hoc.
Use Open Deep Research when an agent should run a configurable research job that searches, compresses, synthesizes, and writes a cited report across multiple model and search…
Use to keep research a habit, not a phase — small weekly touchpoints with real users, structured as an opportunity-solution tree, with every belief paired to the cheapest test…
Deploy and run ML experiments on local or remote GPU servers. Use when user says \"run experiment\", \"deploy to server\", \"\u8dd1\u5b9e\u9a8c\", or needs to launch training jobs.
Use Local Deep Research to run private agentic research passes across web, academic, and local document sources with citations and an encrypted knowledge base.
Use DeerFlow to orchestrate subagents, memory, sandboxes, tools, and skills for supervised research, coding, and creation tasks that take minutes to hours.
Install reusable Codex or Claude Code skill bundles for Nature-style manuscript polishing, academic writing, citations, paper reading, response drafting, data handling, slides,…
Submit a training job to the Databricks GPU cluster, wait for results, and pull MLflow metrics back locally.
Create persistent investment-research workspaces where agents process market data, filings, models, charts, and thesis updates over time.
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.
EXPERIMENTAL. Open → service → close on autopilot. Drive your entire phased plan to completion in one session (supervised by default).
Calculate GDP-weighted mean of net exports as % of GDP using SUMPRODUCT in Excel, including all supporting statistics (min, max, median, percentiles).
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.
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.
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
Graduate ONE Explore experiment to a production component — preserve the experiment (cp, never git mv), pick new-vs-update, close the decision loop.
Set up complete experimental infrastructure for all runs in a designed experiment. Orchestrates parallel generation of fine-tuning configs (via scaffold-torchtune) and evaluation…
Build college-algebra-floor, self-study tutorials that teach statistical formulas and derivations from the ground up — primers before use, a closure-audited glossary,…
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…
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…
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.
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.