菜单
Extract insights from external documents (research papers, books, articles). Spawns document-insight-extractor subagent. Requires session name.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
| name | extract-document-insights |
| description | Extract insights from external documents (research papers, books, articles). Spawns document-insight-extractor subagent. Requires session name. |
| allowed-tools | ["Task"] |
| user-invocable | true |
| arg-description | <session name> <file path or content description> |
Extract insights from EXTERNAL documents with proper epistemic classification.
User-invocable wrapper that spawns the document-insight-extractor subagent to:
Brain/Document Insights/[session]/NOT for personal content - use /extract-insights for your conversations, transcripts.
/extract-document-insights "2025-02-21 Ancient Wisdom Research" /path/to/document.md
/extract-document-insights "AI Agent Papers" "the transcript above"
Session name is REQUIRED - describes the research session for organization.
Parse arguments to extract session name and source
Spawn document-insight-extractor subagent via Task tool with:
Task(
subagent_type="document-insight-extractor",
prompt="Extract insights from: [source] into session '[session-name]'. Follow your mandatory workflow - contextualize, classify epistemically, search duplicates, create notes, update changelog."
)
Report results - number of insights extracted, session folder path
Suggest insight interview - Present to user:
"[N] insights from [source] saved to
Brain/Document Insights/[session]/.Before these get indexed, consider running
/insight-interview [topic]to capture your own angles - where you agree, disagree, or see connections the research missed. Your responses save toBrain/AI Extracted Notes/and both sets will be available for the next connection discovery run.Run
/insight-interview [topic]to continue, or skip if you want to index these as-is."
Brain/Document Insights/[session]//insight-interview [topic] to layer in your personal perspectiveAutonomous AI crystallization - synthesizes converged thinking topics into ai-inferred notes in a dedicated folder. Never touches the human-curated permanent knowledge base and never changes a topic's status, so manual crystallization stays available to the user.
Analyze knowledge base structure and update the knowledge-base-analysis.md report
Discover non-obvious cross-domain connections through random sampling and pattern analysis
Run a full coherence sweep across the Brain Dependency Graph - computes staleness, lifecycle transitions, structural health, and generates a report
Compute lifecycle scores for all insight and framework notes - detect which notes are crystallizing or becoming generative
Create long-form articles from knowledge base insights. Use when writing articles, blog posts, Substack content, or synthesizing knowledge into publishable content. Includes tone of voice, structure templates, and knowledge base integration.