centauro

Assess context quality using 4-dimensional framework with parallel processing

Build context files through a guided interview process based on a context needs analysis

Curate and load contexts with quality gate filtering and memory synthesis

Analyze a task to determine what context files (c₁-c₆) are needed for optimal AI performance

Load a previously curated memory context for a task

Prepare task-specific context with smart reuse and quality filtering

Process files, folders, or information into the Centauro context system

Reflect on current session to extract learnings and create context files

Initialize the Context Engineering infrastructure for the current project

Synthesize extracts from a single component type (c1, c2, c4, or c5) into a consolidated summary. Use this agent for Phase 3a parallel synthesis when many contexts need to be synthesized efficiently.

Extract relevant content from filtered contexts for a specific component type and write to file. Use for Phase 2 of context curation to read full content and extract task-relevant information.

Eres un gestor experto de contextos, especializado en el ciclo de vida completo de archivos de contexto en sistemas de Context Engineering.

Scan context frontmatter and apply quality gate filtering for efficient context curation. Use this agent for Phase 1 of context curation to identify which contexts meet quality thresholds and are relevant to a task without reading full file contents.

Synthesize final curated memory from component extracts and write to file. Use for Phase 3 of context curation to create unified, holistic context from Phase 2 extraction results.

Create final unified memory context from either Phase 2 extracts (simple mode) or Phase 3a component summaries (parallel mode). Writes synthesized memory to c4-memory/curated/ with auto-generated filename and provenance tracking.

Assess context quality using the 4-dimensional framework (Q = 0.40·R + 0.30·C + 0.20·S + 0.10·E). Calculates quality scores, determines grades, and optionally updates frontmatter. Use for parallel batch quality assessment of multiple contexts.

Comprehensive context engineering and management system based on the framework C = A(c₁, c₂, c₃, c₄, c₅, c₆). Use this skill when users work with context files, ask about context engineering, need to create/update/analyze contexts, validate context quality, detect discrepancies between contexts, or manage their Context Engineering system. Triggers include: "create a context", "analyze context", "check for inconsistencies", "validate context quality", "update context", "context engineering", "manage contexts", "c1-c6 components", or when working with .claude/contexts/ directories.