Mine archived conversations for uncaptured patterns and corrections.
npx skills add https://github.com/Nairon-AI/flux --skill flux-ruminate
Please help me install this Agent Skill. Skill: flux-ruminate Source: https://github.com/Nairon-AI/flux/tree/main/skills/flux-ruminate Command: npx skills add https://github.com/Nairon-AI/flux --skill flux-ruminate
Mine archived session transcripts for uncaptured patterns, corrections, and knowledge to enrich the brain and reduce recurring mistakes.
Run the ruminate process to scan past conversations for uncaptured patterns and integrate findings into the brain.
High-intent search queries and answers about installing and using this skill.
Extract knowledge from past conversation transcripts by scanning archived sessions to surface uncaptured patterns, corrections, and technical learnings. This process cross-references findings with your current brain to ensure new knowledge is accurately captured and integrated.
The best way to find recurring mistakes is to run a ruminate process across your full conversation archive. It identifies uncaptured corrections and patterns, ranking them by frequency and impact to highlight recurring issues that need attention.
Deduplicate findings by applying a structured gating process that filters extracted patterns by frequency, impact, and factual accuracy. This ensures only unique, high-value learnings are added to the brain, preventing redundant knowledge entries.
Yes, you can scan your full conversation archive to cross-reference discovered patterns with existing brain content. This builds a more coherent knowledge base by ensuring newly surfaced learnings complement and enrich the information already captured.
You should avoid automated transcript mining when conversation archives lack sufficient volume for meaningful frequency analysis, or when factual accuracy cannot be verified, as the system gates updates by frequency, impact, and factual correctness before applying them.
tim-hubRetrieve past development decisions and lessons from the knowledge base.
eternnoirUpdate knowledge base files while preserving frontmatter and markdown structure.
clover-stormDetect code changes from git diffs and update corresponding documentation sections.
pax-kIngests unstructured text files into Obsidian wiki pages with provenance and deduplication.
