Pin & Paper — Yellow paper with safety-pin illustrations, ink-blue handwritten Caveat, paper-grain texture.
Use when you need to confirm that a documented web service URL is live and reachable before attempting to submit analysis jobs, download results, or integrate the service into an…
Publish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets, claiming authorship, and generating professional — from…
Publish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets, claiming authorship, and generating professional — from…
Fast tokenizers optimized for research and production. Rust-based implementation tokenizes 1GB in <20 seconds. Supports BPE, WordPiece, and Unigram algorithms.
5 humanities skills. Trigger: textual analysis, archival research, digital humanities, philosophy. Design: digital tools and qualitative methods for humanities scholarship.
Используется для глубокой редактуры и «очеловечивания» уже написанного машинного текста академической направленности, снимая паттерны ИИ с сохранением исходного смысла.
Detect and rewrite AI-like Chinese text with a practical workflow for scoring, humanization, academic AIGC reduction, and style conversion.
Humanize text that sounds too AI or too ChatGPT. Triggers: 'humanize this', 'make it less AI', 'sounds too ChatGPT', 'remove em dashes', 'de-AI writing'.
Gracefully pause mid-session — writes a handoff note (current hypothesis, next planned step, mid-edit files, uncommitted work strategy) to .hv/handoff/.md so /hv-resume in…
Ingest academic PDFs into structured read artifacts, render outlines, and extract heuristic evidence cards for methods, datasets, figures, and claims.
Aggregate Codex skill bundle for academic literature search, screening, citation traversal, research ideation, experiment planning, LaTeX lint/fix, bibliography verification,…
Automated LLM-driven hypothesis generation and testing on tabular datasets. Use when you want to systematically explore hypotheses about patterns in empirical data (e.g — from…
Automated LLM-driven hypothesis generation and testing on tabular datasets. Use when you want to systematically explore hypotheses about patterns in empirical data (e.g — from…
LLM-driven hypothesis generation/testing on tabular data. Three methods: HypoGeniC (data-driven), HypoRefine (literature+data), Union.
Manages the project's testable hypotheses — surfacing new ones, refining existing ones, updating status, reviewing the full set, and assessing hypothesis state based on evidence…
Write testable product hypotheses with clear success metrics, baselines, targets, and timeframes. Produces a structured hypothesis statement, supporting evidence, a validation…
Когда не знаешь почему что-то происходит — выдвигает 4-6 конкурирующих объяснений и систематически убивает ложные через kill-тесты и confidence scores.
Structured code debugging through hypothesis formation and falsification planning. Use when diagnosing bugs, unexpected behaviour, or system failures where the root cause is…
Manages hypothesis lifecycle, enforces validation criteria, time budgets, and confidence scoring rules.
Investigate build failures, test errors, runtime crashes, or unexpected behavior through systematic minimal reproduction, multi-hypothesis testing, and evidence-based…
Frame work as falsifiable hypotheses, test the cheapest first, and update on evidence rather than defending the plan.
Identify, structure, and catalog testable hypotheses from pilot signals and strategic inputs. Use when transforming unstructured idea lists or pilot objectives into a formal…
Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propo — from…
Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propo — from…
Generate testable hypotheses. Formulate from observations, design experiments, explore competing explanations, develop predictions, propose mechanisms, for scientific inquiry…
Resolve organizational friction and "disagree and commit" scenarios by decomposing high-level mandates into testable assumptions.
Evaluate, propose, or critique a scientific hypothesis or testable claim using the lab's type-aware gating pipeline.
Custom Hypothesis strategy patterns for property-based testing. Activated when designing test data generators or property tests.
Тестируемая гипотеза — We believe / Will result in / We'll know when [metric] reaches [threshold]
Guide selection and interpretation of statistical hypothesis tests. Use when: (1) Choosing appropriate test for research data, (2) Checking assumptions before analysis, (3)…
Property-based testing with Hypothesis for discovering edge cases and validating invariants. Use when implementing comprehensive test coverage, testing complex logic with many…
Take any claim and design + execute a complete research protocol to test it. Apply scientific method automatically: design study, gather data, run analysis, provide verdict with…
Retrieve and update company hypotheses in Primr. Use when the user asks what is already known, wants to validate a claim, or wants to persist a research finding.
Comprehensive guide to writing testable product hypotheses that drive learning and prevent building the wrong things
Overview of `workflows/agentic/` (IsaacLab-Arena + GR00T/openpi). Use when the user asks what i4h workflow is, what's supported, or where to start.
International Criminal Tribunal for the former Yugoslavia (ICTY), International Criminal Tribunal for Rwanda (ICTR), and the International Residual Mechanism for Criminal…
Workflow 1: Full idea discovery pipeline. Orchestrates research-lit \u2192 idea-creator \u2192 novelty-check \u2192 research-review to go from a broad research direction to…
Timeboxed divergent ideation that outputs ranked options plus day-one experiments.
Turn a rough product or tool idea into a researched, implemented, tested, reviewed, pushed, and documented result.
Walk into an IEP or 504 meeting prepared and effective — the process decoded in plain language, the parent-input statement that gets read, the questions that make goals…
Process and manipulate images using ImageMagick. Supports resizing, format conversion, batch processing, and retrieving image metadata.
Implement a research paper in a marimo notebook fully automatically without extra user input.
Guides you through implementing a research paper step-by-step from scratch. Use when asked to implement a paper, code up a paper, reproduce research results, or build a model from…
系统化深度研究方法论（免费版），通过七步协议（Scope → Search → Evaluate → Deepen → Synthesize → Document → Deliver）实现多源调研。核心能力： - 研究范围界定与问题重构 - 多向量搜索与引用链追踪 - 来源可信度五维评估（权威性/时效性/证据/偏见/佐证） - 迭代深化与停止条件判断
Research-backed prompting techniques for improved AI response quality (+45-115% improvement). Use when optimizing prompts, enhancing agent instructions, or when maximum response…
Investigate a live or recent incident. Anchor the window, bisect the change surface, classify against four reference failure paths (OOM, DNS, cascading-failure,…
Build and operate the "Incident Playbook Synthesis for scientific publishing pipelines" capability for scientific publishing pipelines.
Comprehensive incident root cause analysis skill for distributed systems. Analyzes logs, metrics, and traces to identify cascading failures, resource contention, and root causes…
Research-driven investigation skill for validating solutions and exploring documentation. Never ask questions you can answer yourself through research.
Deep domain research and expertise synthesis across industries, combining academic research, market intelligence, and practitioner knowledge
Skills for finding, evaluating, and using information effectively and ethically across print and digital sources.
Drafts regulatory-compliant informed consent forms for healthcare procedures, clinical trials, research participation, or professional services.
Orchestrate comprehensive TODAS research for novel/emerging domains (1-7 subagents adaptive). Specializes in unprecedented topics, post-training data, and emerging technologies.
Pragmatic qualitative analysis for interview data in sociology research. Guides you through systematic coding, interpretation, and synthesis with quality checkpoints.
AI-led stakeholder interviews using LLMREI research-backed patterns. Conducts structured interviews to elicit requirements through context-adaptive questioning, active listening,…
Master user interviews including interview guide design, questioning techniques, active listening, probing, avoiding leading questions, and interview analysis.
Synthesize a batch of customer interviews into evidence-for + evidence-against the hypothesis, with pattern surfacing and bias flagging.
Structured hypothesis-driven investigation framework for diagnosing Google Ads performance issues. Auto-invoke when user says "investigate," "why is [account] performing poorly,"…
4-agent parallel investment research team modeled after legendary investors. business-analyst (Duan Yongping lens), financial-analyst (Buffett lens), industry-researcher (Munger…