Pesquisa e Web

Analyze discourse structure using InfraNodus optimize_text_structure tool and shift perspective based on diversity score. Use when a conversation, text, URL, or YouTube video would benefit from additional viewpoints, when the user feels stuck in one frame of thinking, when research needs broadening, when analyzing any text for structural balance, or when the user asks to "shift perspective", "broa

Text network analysis, knowledge graphs, content gap detection, SEO/GEO optimization, structured memory, and text comparison via the InfraNodus MCP server (mcporter). Use when asked to: analyze text structure, generate knowledge graphs, find content gaps, generate research questions or ideas, compare texts, optimize text/content for SEO, analyze Google search results/queries, retrieve from a knowl

Guide users through setting up a personal LLM-maintained wiki — a persistent, compounding knowledge base where the LLM incrementally builds and maintains interlinked markdown pages from raw sources. Use this skill when the user wants to: set up a personal knowledge base, create a research wiki, organize notes with LLM help, build a "second brain", set up an Obsidian + LLM workflow, create a persis

Universal test specification generator that explores codebases, researches best practices, and generates comprehensive test specs via multi-agent orchestration. Outputs Hermes-style test specification documents with TC-XXX formatting, area segmentation, and optional Trello card conversion.

Researches an open-ended question — options, possible solutions, prior art, trade-offs, or how something works — and produces a durable, evidence-backed, adversarially-validated report that recommends an option without committing the team to any artifact. Use when you want to research approaches, weigh options, survey prior art or the state of the art, or understand how something works before comm

Show a snapshot of the current sprint -- claims, conflicts, coverage, and next actions.

Sprint analytics — type distributions, stale claims, velocity, prediction scoring

Score past predictions against actual outcomes. Closes the feedback loop.

Size-efficient URL fetch with semantic extraction. Use for ad-hoc web research when you want content without the raw HTML overhead.

Fast pre-flight health check for all Grainulator MCP servers. Pings each server once, reports status in a table, and provides exact fix commands for any that are down. Use before starting any Grainulator session to avoid wasting time on MCP disconnections.

Adjudicate conflicts between claims that the compiler flagged.

Generate a compiled decision brief from the current sprint's claims.