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delegation-core

Delegate tasks to external LLM services (Gemini, Qwen) with quota, logging,

skill-install — Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/athola/nm-conjure-delegation-core
Or

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

Table of Contents

  • Overview
  • When to Use
  • Philosophy
  • Delegation Flow
  • Quick Decision Matrix
  • Detailed Workflow Steps
  • 1. Task Assessment (delegation-core:task-assessed)
  • 2. Suitability Evaluation (delegation-core:delegation-suitability)
  • 3. Handoff Planning (delegation-core:handoff-planned)
  • 4. Execution & Integration (delegation-core:results-integrated)
  • Leyline Infrastructure
  • Service-Specific Skills
  • Module Reference
  • Exit Criteria

Delegation Core Framework

Overview

A method for deciding when and how to delegate tasks to external LLM services. Core principle: delegate execution, retain high-level reasoning.

When To Use

  • Before invoking external LLMs for task assistance.
  • When operations are token-heavy and exceed local context limits.
  • When batch processing benefits from different model characteristics.
  • When tasks require routing between models.

When NOT To Use

  • Task requires reasoning by Claude

Philosophy

Delegate execution, retain reasoning. Claude handles architecture, strategy, design, and review. External LLMs perform data processing, pattern extraction, bulk operations, and summarization.

Delegation Flow

  1. Task Assessment: Classify task by complexity and context size.
  2. Suitability Evaluation: Check prerequisites and service fit.
  3. Handoff Planning: Formulate request and document plan.
  4. Execution & Integration: Run delegation, validate, and integrate results.

Quick Decision Matrix

ComplexityContextRecommendation
HighAnyKeep local
LowLargeDelegate
LowSmallEither

High Complexity: Architecture, design decisions, trade-offs, creative problem solving.

Low Complexity: Pattern counting, bulk extraction, boilerplate generation, summarization.

Detailed Workflow Steps

1. Task Assessment (delegation-core:task-assessed)

Classify the task:

  • See modules/task-assessment.md for classification criteria.
  • Use token estimates to determine thresholds.
  • Apply the decision matrix.

Exit Criteria: Task classified with complexity level, context size, and delegation recommendation.

2. Suitability Evaluation (delegation-core:delegation-suitability)

Read Full Documentation on GitHub

Metadata

Author@athola
Stars4473
Views1
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-conjure-delegation-core": {
      "enabled": true,
      "auto_update": true
    }
  }
}
Safety NoteClawKit audits metadata but not runtime behavior. Use with caution.

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