Extract actions and facts from OpenCode transcripts into a journal.
npx skills add https://github.com/ashwnn/agent-config --skill macrodata-distill-ashwnn
Please help me install this Agent Skill. Skill: macrodata-distill Source: https://github.com/ashwnn/agent-config/tree/main/skills/macrodata-distill Command: npx skills add https://github.com/ashwnn/agent-config --skill macrodata-distill-ashwnn
This Skill consolidates and extracts actionable knowledge from daily OpenCode conversations by spawning dedicated sub-agents per conversation to prevent context blowup.
Activate macrodata-distill to process today's conversations and generate distilled actions and facts.
High-intent search queries and answers about installing and using this skill.
To extract actionable knowledge from conversation transcripts, spawn a sub-agent per conversation to distill actions and facts, then write actions to a journal and aggregate facts by topic for entity updates. The coordinator pattern collects and filters these results.
The sub-agent pattern prevents context blowup by assigning each daily conversation to a dedicated sub-agent for distillation, allowing a coordinator to collect only the filtered actions and facts without overloading the context window.
The best way to filter non-actionable content from chat logs is to process only user and assistant messages, excluding tools and summaries, while preserving verifiable technical details, file paths, and concrete outcomes.
Yes, you can use macrodata-distill to update entity files. It aggregates distilled facts per topic and writes them to entity files, while simultaneously routing extracted actions to a separate journal.
No, the conversation distillation process does not handle tool outputs or automated summaries. It strictly filters those out, processing only user and assistant content to ensure safety and preserve verifiable details.
genomewalkerDistill pending conversation transcripts into structured memory via queue.
ascorbicExtract distilled actions and facts from daily OpenCode conversations into JSON.
ascorbicExtract actions, facts, and decisions from conversations into structured JSON.
SterlingChinEnd MARVIN sessions by preserving conversation context, session state, and logs.
