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Master reference for the Adaptive Intelligence Engine. Describes the four modules (hooks, learning, self-healing, routing), how plugins integrate, and the relationship to the Memory Engine.
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 | adaptive-intelligence |
| description | Master reference for the Adaptive Intelligence Engine. Describes the four modules (hooks, learning, self-healing, routing), how plugins integrate, and the relationship to the Memory Engine. |
The Adaptive Intelligence Engine is a behavioral layer that observes, learns from, and improves Founder OS plugin execution. It sits on top of the Memory Engine (storage) and provides:
Memory Engine (storage) ← Intelligence Layer (behavior) ← Adaptive Intel plugin (user commands)
↑
All 30 plugins (emit events via convention)
_infrastructure/intelligence/ — SKILL.md files, SQL schema. No commands.founder-os-adaptive-intel/ — 6 slash commands for user controlintelligence.db), separate from Memory EngineEvery plugin command file adds observation blocks to emit events. See _infrastructure/intelligence/hooks/SKILL.md for the full convention and annotation templates.
Minimum integration (all plugins):
Enhanced integration (plugins with complex logic):
| Module | Location | Ships In |
|---|---|---|
| Hooks | hooks/SKILL.md | Chunk 1 |
| Taste Learning | learning/taste-learning/SKILL.md | Chunk 2 |
| Self-Healing | self-healing/SKILL.md | Chunk 3 |
| Workflow Optimization | learning/workflow-optimization/SKILL.md | Chunk 5 (future) |
| Confidence Gating | learning/confidence-gating/SKILL.md | Chunk 6 (future) |
| Routing | routing/SKILL.md | Chunk 7 (future) |
Patterns that reference a Company or Contact are promoted to the Memory Engine for cross-plugin availability. Plugin-specific output preferences stay in the Intelligence DB. See the design spec for the full mapping table.
Confidence scale conversion: Intelligence uses 0.0-1.0; Memory Engine uses 0-100. Convert with round(confidence * 100).
Scans Founder OS plugin deployment, scores coverage by business area, and produces an actionable automation scorecard. Used by /audit:scan and /audit:report commands.
Loads structured business context files into plugin execution context. Activates at the start of any plugin command to provide business knowledge, current strategy, and operational data. Plugins inline the loading logic directly (same pattern as gws CLI usage).
Read Google Calendar events and check availability using gws CLI. Use this skill when any Founder OS plugin needs to list events, check schedules, or query free/busy status — replaces Google Calendar MCP server read operations.
Create, update, and delete Google Calendar events using gws CLI. Use this skill when any Founder OS plugin needs to modify calendar events — replaces Google Calendar MCP server write operations.
Search, list, and retrieve Google Drive files using gws CLI. Use this skill when any Founder OS plugin needs to find, read, or export Drive files — replaces Google Drive MCP server read operations.
Upload, create, and update Google Drive files using gws CLI. Use this skill when any Founder OS plugin needs to write files to Drive — replaces Google Drive MCP server write operations.