Research & Search

majiayu000 Bundle

Adds developer-authored annotations to the gauntlet knowledge base. Use when capturing tribal knowledge or rationale not visible in code.

majiayu000 Bundle

Open source intelligence gathering. USE WHEN OSINT, due diligence, background check, research person, company intel, investigate. SkillSearch('osint') for docs.

majiayu000 Bundle

Execute /summarize-epic <epic-url> slash command.

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Start working on GitHub issue with deep-dive workflow (research, innovate, plan phases)

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Scaffold new babysitter process definitions following SDK patterns, proper structure, and best practices. Guides the 3-phase workflow from research to implementation.

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Research voids (cognitive gaps, unchartable territories). Daily. Outputs research notes for voids articles.

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Exhaustive multi-source research reports. Use for deep investigation.

majiayu000 Bundle

ALWAYS USE when configuring Polaris catalog, managing namespaces, or setting up credentials in floe-platform. Use IMMEDIATELY when integrating DuckDB via dbt-duckdb plugin, configuring PyIceberg REST catalog, or debugging access control issues. Provides research steps for REST API, OAuth2 authentication, and multi-engine coordination with DuckDB, dbt, and Dagster.

majiayu000 Bundle

Use this whenever a user wants to add a new feature or explitly states to research a feature/API or building a plan for a new feature. It itnerviews the user for feature details (if not provided), research the best API/service for their needs, confirm choice, then gather all implementation notes for their request and save them as a .claude/plans file.

majiayu000 Bundle

Access comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.

majiayu000 Bundle

Phase 2 of disciplined development. Creates implementation plans based on approved research. Specifies file changes, function signatures, test strategy, and step sequence. Requires human approval before implementation.

majiayu000 Bundle

Pragmatic qualitative analysis for interview data in sociology research. Guides you through systematic coding, interpretation, and synthesis with quality checkpoints. Supports theory-informed (Track A) or data-first (Track B) approaches.

majiayu000 Bundle

Parse and document algorithm pseudocode from research papers. Use when preparing for implementation.

majiayu000 Bundle

Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT ID, export data, for clinical research and patient matching.

majiayu000 Bundle

Systematically populate the Forgetful knowledge base using Serena's LSP-powered symbol analysis for accurate, comprehensive codebase understanding.

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Phase 1 of disciplined development. Deep problem understanding before design. Maps existing systems, identifies constraints, surfaces risks, and produces a research document for human approval before proceeding.

majiayu000 Bundle

ALWAYS USE when working with Iceberg table storage, ACID transactions, or time-travel queries. Use IMMEDIATELY when creating/loading Iceberg tables, implementing schema evolution, querying historical snapshots, or debugging catalog operations. Provides research steps for PyIceberg SDK, catalog integration, and storage layer operations.

majiayu000 Bundle

Extract and summarize test failures from logs. Use to quickly understand what tests failed and why.

majiayu000 Bundle

Process YouTube videos into summarized Obsidian notes. Use when given a YouTube URL to summarize, extract insights, or turn videos into notes. Triggers on "summarize this video", "process this YouTube", "what's this video about", or any YouTube URL shared for processing.

majiayu000 Bundle

This skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable, traceable, reproducible, and FAIR. Use when managing biological datasets (scRNA-seq, spatial, flow cytometry, etc.), tracking computational workflows, curating and validating data with biological ontologies, building data lakehouses, or ensuring data lineage and reproducibility in biological research. Covers data management, annotation, ontologies (genes, cell types, diseases, tissues), schema validation, integrations with workflow managers (Nextflow, Snakemake) and MLOps platforms (W&B, MLflow), and deployment strategies.

majiayu000 Bundle

PolicyEngine visual identity - colors, fonts, logos, and branding for web apps, calculators, charts, and research

majiayu000 Bundle

Complete workflow for creating blog posts - from research to publication-ready draft. Handles research generation, draft creation, and style review. Use with "/blog-post <topic>" or "/blog-post --from-research <path>".

majiayu000 Bundle

CREATE/REPLAN Stories for Epic (5-10 Stories). Delegates ln-001-standards-researcher for standards research. Decompose-First Pattern. Auto-discovers team/Epic.

majiayu000 Bundle

RICE-scores Stories with market research and generates prioritization table. Use when Stories need business priority ranking for sprint planning.

majiayu000 Bundle

Determine the type of project and summarize the tech stack. Your summary should include:

majiayu000 Bundle

Conduct comprehensive market research and competitive analysis to validate the problem and understand the market landscape. Use when user asks to conduct market research, validate market, analyze competitors, or start Stage 1 after init-ideas.

majiayu000 Bundle

Astropy is the core Python package for astronomy, providing essential functionality for astronomical research and data analysis.

majiayu000 Bundle

Read product and technical docs, then summarize requirements and gaps.

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Deep analysis workflow for codebases, architectures, systems, products, markets, or research topics. Use when the user asks to analyze, investigate, assess, evaluate, compare, or research something in a structured way.

majiayu000 Bundle

Research an upstream repo.

majiayu000 Bundle

CREATE/REPLAN Stories for Epic (5-10 Stories). Delegates ln-001-standards-researcher for standards research. Decompose-First Pattern. Auto-discovers team/Epic.

majiayu000 Bundle

This skill should be used when the user asks to “cite a case”, “format a citation”, “check Bluebook format”, “cite a statute”, “use id. or supra”, “format footnotes”, “cite a law review article”, or needs Bluebook 21st Edition citation guidance. Covers cases, statutes, secondary sources, signals, and short forms.

majiayu000 Bundle

Use before any research activity or significant decision. Reviews cognitive biases relevant to the current stage.

majiayu000 Bundle

[Planning] Research & create an implementation plan with 2 approaches

majiayu000 Bundle

Summarize current pull request with diff, comments, and changed files. Use when reviewing PRs or before merging.

majiayu000 Bundle

Senior scientific author for literature review synthesis with authority to restructure, rewrite, and add analysis across outline creation, introduction framing, and final synthesis