Tag: research
Extracts research findings for implementation planning
This skill reads materialized research sources (e.g., PDFs, notebooks) and extracts structured data detailing the proposed method, its limitations, and implementation requirements. It synthesizes this information into a structured JSON log …
Structured Research Source Analysis and Extraction
This skill reads materialized research sources—including papers, notebooks, or conceptual ideas—and extracts structured, actionable intelligence. It compiles findings into a standardized JSON format detailing methods, limitations, and imple…
Evaluate research results and compare implementations
This skill automates the final evaluation phase of research experiments. It compares metrics between a baseline and a new implementation, determining a formal verdict and generating comprehensive, machine-readable reports for tracking and c…
Zero-API-Key Web Search and Verification Tool
This utility provides source-backed web search, enabling developers to retrieve current facts and evidence reports without requiring API keys. It supports deep browsing, multi-engine SERP access, and evidence-aware claim verification for ro…
deep github research and synthesis for mcp
This skill facilitates deep research across the modelcontextprotocol GitHub repository, aggregating information from PRs, issues, and discussions. It synthesises findings, extracts key design rationale, and attributes insights using structu…
File-based planning for complex agentic tasks
This skill implements a structured, file-based planning methodology, treating the filesystem as persistent working memory. It manages complex, multi-step tasks by maintaining state, findings, and progress across dedicated markdown files.
Zero-API-Key Web Search and Verification Skill
This skill provides a comprehensive workflow for source-backed web research, enabling live multi-engine searches, deep page browsing with unlocker capabilities, and evidence-aware claim verification. It generates citation-ready reports by c…
Advanced research access to arXiv papers
This server provides comprehensive, research-grade access to arXiv, allowing developers to search by topic or author, download full texts, traverse citation graphs, and perform local semantic searches over collected papers.
Comprehensive Code Exploration and Research Agent
This agent provides deep code exploration capabilities, allowing developers to trace definitions, usages, and call hierarchies across local files and external repositories. It orchestrates multiple tools, including LSP and package search, t…
Comprehensive Tech News Research and Aggregation Agent
This agent orchestrates parallel research across multiple tech domains (AI, DevTools, Security, etc.) by sweeping RSS feeds and cataloged sources. It validates findings using full-page content, deduplicates results, and generates a structur…
Automated Codebase Documentation Generator Pipeline
This skill orchestrates a comprehensive, multi-phase pipeline using specialized agents to analyze a codebase, conduct deep research, and generate structured documentation. It ensures conflict-free file ownership and includes a final QA vali…
Update LLM pricing data from provider websites
This skill researches and updates comprehensive LLM pricing data across major providers (OpenAI, Anthropic, etc.). It ensures accuracy by only including explicitly listed models and running necessary type and unit tests upon completion.
Advanced web search and content extraction tool
This suite provides structured tools for advanced web research, allowing developers to perform targeted searches with filters (e.g., topic, time range) or extract clean, chunked content from specific URLs. It supports both basic and advance…
btca CLI for source-grounded research
A source-first research CLI that hydrates git, local, and npm resources into searchable context to provide grounded answers. It enables managing persistent resources or performing one-off queries against anonymous sources.