Research

Comprehensive literature search with automatic summarization,trend analysis, and key paper identification from PubMed and preprints.Use this skill for literature review, trend identification, key paperdiscovery, and staying current with research developments.Keywords: literature, pubmed, papers, search, bibliography, review

Reference for hexagonal grid algorithms and coordinate systems. Use when implementing movement, pathfinding, range calculations, or line of sight. Triggers on "hex", "hexagon", "grid", "coordinates", "pathfinding", "neighbors".

Conducts thorough landscape research, competitive analysis, best practices evaluation, and evidence-based recommendations. Expert in market research and trend analysis.

Use OCLC WorldCat APIs to search for books and scholarly materials, retrieve bibliographic metadata, check library holdings worldwide, and get classification data. Use when working with ISBNs, DOIs, OCLC numbers, library catalogs, or institutional holdings.

Loop 1 of the Three-Loop Integrated Development System. Research-driven requirements analysis with iterative risk mitigation through 5x pre-mortem cycles using multi-agent consensus. Feeds validated, risk-mitigated plans to parallel-swarm-implementation. Use when starting new features or projects requiring comprehensive planning with <3% failure confidence and evidence-based technology selection.

This skill should be used when developing or modifying dotfiles using chezmoi. Covers using .chezmoidata for configuration data and modify_ scripts (or run_onchange_after_ scripts for symlinked directories) for non-destructive file merging. Particularly useful when needing to configure application settings without overwriting user preferences.

Load when planning referral programs, partnership strategies, viral loops,cross-promotion campaigns, or any subscriber/audience acquisition tactics.Contains proven growth strategies for newsletters and publications.

Assist with core product management activities including writing PRDs, analyzing features, synthesizing user research, planning roadmaps, and communicating product decisions. Use when you need help with PM documentation, analysis, or planning workflows that integrate with your codebase.

Analyze videos using Google's Gemini API - describe content, answer questions, transcribe audio with visual descriptions, reference timestamps, clip videos, and process YouTube URLs. Supports 9 video formats, multiple models (Gemini 2.5/2.0), and context windows up to 2M tokens (6 hours of video).

Extract complete, unambiguous requirements from specifications by identifying functional/non-functional requirements and clarifying ambiguities

Creates technical documentation including READMEs, API references, user guides, architecture docs, ADRs, and runbooks. Use for requests to create, write, generate, or draft documentation. Trigger phrases include "document this", "write docs", "create readme", "API reference", "user guide", "architecture docs", "ADR", "runbook". For updating existing READMEs, use updating-readme instead.

Expert for lenne.tech CLI (lt command). ALWAYS activate when user mentions "lt", "lt CLI", "lenne.tech CLI", fullstack workspace, local templates, or any lt command. Provides comprehensive reference for all lt CLI features including fullstack init, git workflows, server creation, and advanced options. Works alongside generating-nest-servers for NestJS development tasks.

Add a new one-time shop boost (buyable item) consistent with the app’s cat-petting theme and design-concept-reference.png. Produces the boosts.json entry, icon filename/path, accessible imageDescription, and concise icon generation instructions.

Model versioning, MLflow, experiment tracking, model registry, production ML

Design, analyze, and evaluate philosophical thought experiments. Use when: creating new thought experiments to probe specific intuitions, analyzing existing thought experiments for hidden assumptions, generating variants that isolate different variables, stress-testing philosophical positions through scenarios, exploring edge cases. Triggers: 'thought experiment', 'imagine', 'suppose', 'hypothetical', 'what if scenario', 'intuition pump', 'trolley problem', 'zombie', 'Mary's room', 'Chinese room', 'experience machine', 'teletransportation', 'original position', 'veil of ignorance', 'Gettier case'.

Create publication-quality data visualizations. Use when: (1) Presenting results, (2) Exploratory data analysis, (3) Manuscript preparation, (4) Grant proposals, (5) Presentations.

Find the best backend architecture, database design, and API patterns using deep research. Use when user asks "best database for...", "optimize API", "backend architecture for...", or "scale this service".

Use when looking for past work on specific FILES, understanding why code was written, or when user references "what we did before" on a file/feature. Uses file-history tracking for accurate results. PREFER THIS over episodic-memory for file-specific queries.

Comprehensive research combining web search, quantum analysis, and persistent memory. Use when researching topics that need current information plus deep cognitive analysis.

Generates premium dark-mode UI for Apex OS wellness app (React Native + Expo 54). Use when designing screens, creating components, making layout decisions, generating data visualizations, or writing frontend code. Covers color system, typography, motion, haptics, and component patterns for a Bloomberg-meets-Calm aesthetic. References APEX_OS_PRD_v8.1.md for product logic and APEX_OS_BRAND_GUIDE.md for voice.