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tao3k

note-taker

by tao3k

WIP-designed to bridge the gap between human intent and machine execution. Built on a robust Tri-MCP architecture, it physically separates cognitive planning (The Brain), atomic execution (The Hands), and surgical coding (The Pen) to ensure context hygiene and safety.

5🍴 0📅 Jan 24, 2026

SKILL.md


=== Omni-Dev Fusion Skill Manifest ===

name: note_taker version: 1.0.0 description: Persistent memory system for summarizing sessions and managing knowledge - The Scribe's Ledger authors: ["omni-dev-fusion"] license: Apache-2.0 execution_mode: library routing_strategy: keyword routing_keywords: ["note", "remember", "summary", "knowledge", "memory", "learn", "capture"] intents:

  • "Take notes during session"
  • "Summarize conversation"
  • "Save important information"
  • "Recall knowledge from notes"

Note Taker Skill

Purpose

The Scribe's Ledger enables the agent to maintain persistent memory across sessions by:

  1. Capturing - Recording session trajectories, decisions, and outcomes
  2. Summarizing - Extracting key insights from execution traces
  3. Retrieving - Loading relevant past knowledge for new tasks
  4. Pattern Mining - Identifying reusable solutions and anti-patterns

System Prompt Additions

When this skill is active, add these guidelines to the LLM context:

# Note Taker Guidelines

When working with knowledge management:

- Use `note_taker.summarize_session` to capture completed work before switching contexts
- Use `note_taker.update_knowledge_base` to save discovered patterns and solutions
- Use `note_taker.search_notes` to recall past approaches before reinventing
- Always record:
  - Key decision points and rationale
  - Failed approaches and why they failed
  - Final working solution and its context
  - Files modified and their purpose

Commands

CommandDescription
note_taker.summarize_sessionSummarize current session into markdown notes
note_taker.update_knowledge_baseSave extracted knowledge for future retrieval
note_taker.search_notesSearch existing notes and knowledge
note_taker.extract_patternsIdentify reusable patterns from sessions

Key Directories

DirectoryPurpose
.data/knowledge/sessions/Session summaries (auto-generated, git-ignored)
assets/knowledge/harvested/Extracted reusable knowledge
assets/knowledge/patterns/Identified patterns and anti-patterns

Score

Total Score

75/100

Based on repository quality metrics

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