open-brain-server
open-brain-server enthält 3 gesammelte Skills von Bobby-cell-commits, mit Repository-Berufsabdeckung und Skill-Detailseiten auf SkillsMP.
Skills in diesem Repository
Incremental discovery and research on recent Open Brain thoughts. Reads state from previous runs to pull only new thoughts, classifies them against previous clusters (EVOLVED/NEW/STALE), correlates with TRACKER.md priorities, and dispatches parallel research agents for full runs or synthesizes inline for light passes. Produces a report that builds on the previous one. Use when the user says "discover", "analyze my thoughts", "what have I been thinking about", "deep dive on my Open Brain", "research my recent thoughts", or invokes /discover. Also use when the user wants to find patterns, themes, or actionable insights across their captured thoughts.
Rubric-scored knowledge graph health report — checks theme attention, graph density, hub health, co-occurrence alignment, dedup pressure, stale queue, synthesis health, entity landscape, and cross-metric patterns via 12 MCP tool calls. Rubric-scored with cross-run memory (findings tracking, auto-downgrade, BASELINE.md overrides). Persists to research/brain-health/YYYY-MM-DD-brain-health.md. Scope: knowledge graph structure and quality. Calls MCP tools (analyze, thought_stats, dedup_review, review_stale, list_thoughts, list_entities, serendipity_digest) to assess graph health. NOT for: pipeline capture health — that's /pulse. NOT for: TRACKER.md document quality — that's /tracker-health. NOT for: deep research on recent thoughts — that's /discover. Use when the user says "brain health", "graph health", "how's my knowledge graph", "attention map", "theme check", or invokes /brain-health. Accepts optional days argument (default 7).
Pipeline and data health report — checks capture sources, graph density, dedup pressure, content mix, and cross-metric patterns via 9 MCP tool calls. Rubric-scored with cross-run memory (findings tracking, auto-downgrade, BASELINE.md overrides). Persists to research/pulse/YYYY-MM-DD-pulse.md. Scope: pipeline infrastructure and thought data quality. Calls MCP tools (pipeline, thought_stats, analyze, dedup_review) to assess live system state. NOT for: TRACKER.md document quality — that's /tracker-health. Use when the user says "pulse", "pipeline health", "how's the brain doing", "run a health check" (on the system/pipeline), or invokes /pulse. Accepts optional days argument (default 7).