This skill should be used only when the user explicitly asks to use `$ralph-specum-research`, or explicitly asks Ralph Specum in Codex to run the research phase.
This skill empowers Claude to perform regression analysis and modeling using the regression-analysis-tool plugin.
Command-line task management tool for AI coding agents and humans. Provides local SQLite-based task boards for tracking work items, checklists, and comments without requiring an…
Guidance for querying ML model leaderboards and benchmarks (MTEB, HuggingFace, embedding benchmarks).
Connect Claude to external apps like Gmail, Slack, GitHub. Use this skill when the user wants to send emails, create issues, post messages, or take actions in external se — from…
This skill should be used when the user mentions "wrangler", "wrangler.toml", "wrangler.jsonc", "wrangler commands", "local development", "wrangler dev", "wrangler deploy",…
Diagnose what any story needs regardless of its current state. This skill should be used when a writer is stuck, evaluating story problems, when narrative feels broken, or when…
Use this skill when users mention "component usage", "where is this component used", "deprecate component", "migration impact", "component analytics", or want to track and analyze…
This skill should be used when creating or editing Cursor rules files (.mdc format) in the .cursor/rules directory.
This skill should be used when the user asks about frameworks (React, Next.js, FastAPI, PydanticAI, Supabase, LiveKit, LlamaIndex, Tailwind, Zustand, etc.), when implementing new…
This skill should be used when the user asks to "create issue", "search issues", "update ticket", "check notifications", mentions "Backlog", "バックログ", "課題", "チケット", discusses…
Merge Agent with exclusive write access to main branch. Performs final merge after all approvals. Use this skill ONLY for merging approved code to main.
Use this skill when the user wants to capture todos, ideas, or thoughts quickly during CLI coding sessions.
This skill should be used when the user asks to "build background agent", "create hosted coding agent", "set up sandboxed execution", "implement multiplayer agent", or mentions…
Use this skill for semantic search, long-term memory storage, and RAG (Retrieval Augmented Generation).
This skill should be used when working with reinforcement learning tasks including high-performance RL training, custom environment development, vectorized parallel simul — from…
This skill should be used when the user asks to "define a feature", "create a BaseFeature class", "track feature versions", "set up metadata store", "field-level lineage" — from…
Generate friendly greetings in multiple languages and styles. Use this skill when users request greetings, welcome messages, or multilingual hello messages for various co — from…
Description of the workflow this skill guides through. Use when executing this specific workflow or process.
Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database co — from…
This skill should be used when the user asks to "research the codebase", "understand how X works", "explore the code", "gather context", "investigate the implementation", "analyze…
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.).
Design and implement RESTful API endpoints following best practices for routing, versioning, and HTTP standards.
This skill should be used when the user asks to "save context", "remember this decision", "track my progress", "checkpoint my work", "resume where I left off", "continue from last…
This skill should be used when working with single-cell omics data analysis using scvi-tools, including scRNA-seq, scATAC-seq, CITE-seq, spatial transcriptomics, and othe — from…
Local RAG system management with RLAMA. Create semantic knowledge bases from local documents (PDF, MD, code, etc.), query them using natural language, and manage document…
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to un — from…
(ePost) This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples",…
This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", " — from…
This skill should be used when the user asks to "define a feature", "create a BaseFeature class", "track feature versions", "set up metadata store", "field-level dependen — from…
Comprehensive overview of Claude Code features, architecture, and capabilities. Learn about hooks, skills, commands, permissions, and best practices for configuring Claud — from…
INVOKE THIS SKILL when building ANY Deep Agents application. Covers create_deep_agent(), harness architecture, SKILL.md format, and configuration options.
Best practices for designing Claude Code agent files (.claude/agents/*.md). This skill should be used when writing or reviewing agent markdown files to ensure proper design with…
Complete operational workflow for implementer agents (Codex, Gemini, etc.) making code changes and writing tests.
Guidance for finding probability distributions that satisfy specific statistical constraints such as KL divergence targets, entropy requirements, or moment conditions.
This skill generates normalized BigWig (.bw) tracks (and/or fold-change tracks) from BAM files for ATAC-seq and ChIP-seq visualization.
Evaluate the latest Universal Agent run for errors, bottlenecks, and opportunities for improvement. This skill should be used after an agent run completes to perform a critical…
Use this skill when preparing releases, generating changelogs, or creating release announcements.
Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication.
This skill should be used when the user asks about "Bankr API", "Bankr Agent API", "how does Bankr work", "Bankr job status", "Bankr response format", or "building on Bankr".
INVOKE THIS SKILL when creating evaluation datasets, uploading datasets to LangSmith, or managing existing datasets.
Generate images using Google Gemini NanoBanana via browser automation. Use this skill for general-purpose AI image generation from text prompts.
This skill converts HSL color values to OKLCH color values. It can process single or multiple colors, provided either directly by the user or from a specified file.
North star guidance for the agent-resources project. Use this skill to understand project context, get inspiration for development decisions, and resolve uncertainty about feature…
Synthesize outputs from multiple AI models into a comprehensive, verified assessment. Use when: (1) User pastes feedback/analysis from multiple LLMs (Claude, GPT, Gemini, etc.)…
Guide for using the Liquid template language within Shopify Theme App Extensions and Themes. Use this skill when building App Embed Blocks, App Blocks, or modifying Shopify Themes.
Discover recent arXiv papers matching a research profile and generate Obsidian-compatible Markdown notes.
This skill provides a complete pipeline for integrating CpG methylation data with chromatin features such as ATAC-seq signal, H3K27ac, H3K4me3, or other histone marks/TF signals.
This skill should be used when the user asks to \"upload images to Cloudflare\", \"implement direct creator upload\", \"configure image transformations\", \"optimize WebP/AVIF\",…
This skill should be used when the user asks to "search Google Scholar", "find academic papers", "scholar search", "lookup papers", "find citations", "academic search", "search…
Git-aware skill for finding implementation patterns and retrieving story context from git history. Use when searching for similar implementations or understanding how a feature…
Use this skill when a file exceeds ~350 lines (target) / approaches the 500-line hard cap, or has mixed responsibilities (UI + Logic + Types).
This skill should be used when the user asks to "create an agent", "write a subagent", "generate agent definition", "add agent to plugin", "write agent frontmatter", "create…
This skill should be used when analyzing weekly price charts for stocks, stock indices, cryptocurrencies, or forex pairs.
This skill should be used when analyzing sector and industry performance charts to assess market positioning and rotation patterns.
This skill should be used when the user asks to "validate FHIR resources", "check HL7 messages", "validate healthcare data format", "parse FHIR", "HL7 v2 messages", "FHIR R5…
Use this skill when mapping skill ecosystem coherence, analyzing autopoietic loops, visualizing tier interactions, or assessing identity recovery robustness.
HTML/reveal.js content generation guide. Use this skill when you need to create HTML presentations that can be previewed via `frago view`.
This skill should be used when the user asks to "audit domain authority", "domain trust score", "CITE audit", "how authoritative is my site", "domain credibility check", "is my…
This skill should be used only when the user explicitly asks to use `$ralph-specum-help`, or explicitly asks Ralph Specum in Codex for help or command guidance.