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knowledge-intake

Process external resources into stored knowledge with quality evaluation, curation routing, and application decisions

skill-install — Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/athola/nm-memory-palace-knowledge-intake
Or

Night Market Skill — ported from claude-night-market/memory-palace. For the full experience with agents, hooks, and commands, install the Claude Code plugin.

Table of Contents

  • What It Is
  • The Intake Signal
  • Quick Start
  • Evaluation Framework
  • Importance Criteria
  • Scoring Guide
  • Application Routing
  • Local Codebase Application
  • Meta-Infrastructure Application
  • Routing Decision Tree
  • Storage Locations
  • The Tidying Imperative (KonMari-Inspired)
  • The Master Curator
  • The Two Questions
  • Tidying Actions
  • Marginal Value Filtering (Anti-Pollution)
  • The Three-Step Filter
  • Using the Filter
  • Filter Output Example
  • Progressive Autonomy Integration
  • RL-Based Quality Scoring
  • Usage Signals
  • Quality Decay Model
  • Source Lineage Tracking
  • Knowledge Orchestrator
  • RL Integration with Marginal Value Filter
  • Workflow Example
  • Queue Processing
  • Processing Queue Entries
  • Queue Integration
  • Queue Status Workflow
  • Automation
  • Detailed Resources
  • Hook Integration
  • Automatic Triggers
  • Hook Signals
  • Deduplication
  • Safety Checks
  • Index Schema Alignment
  • Integration

Knowledge Intake

Systematically process external resources into actionable knowledge. When a user links an article, blog post, or paper, this skill guides evaluation, storage decisions, and application routing.

When To Use

  • Capturing and organizing knowledge from sessions
  • Ingesting information into structured memory palaces

When NOT To Use

  • Temporary notes that do not need long-term storage
  • Code-only changes without knowledge capture needs

What It Is

A knowledge governance framework that answers three questions for every external resource:

  1. Is it worth storing? - Evaluate signal-to-noise and relevance
  2. Where does it apply? - Route to local codebase or meta-infrastructure
  3. What does it displace? - Identify outdated knowledge to prune

The Intake Signal

Read Full Documentation on GitHub

Metadata

Author@athola
Stars4473
Views0
Updated2026-05-01
View Author Profile
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Add to Configuration

Paste this into your clawhub.json to enable this plugin.

{
  "plugins": {
    "official-athola-nm-memory-palace-knowledge-intake": {
      "enabled": true,
      "auto_update": true
    }
  }
}
Safety NoteClawKit audits metadata but not runtime behavior. Use with caution.

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