LLM Council Context Skill

Overview

Provide concise, high-signal context for consult_llm_council requests. This skill focuses on context budgeting, structuring information, and avoiding truncation or irrelevant details.

Core Guidance

• •Prefer a short, structured summary over raw dumps.
• •Lead with the goal and constraints.
• •Include only the most relevant excerpts.
• •Reserve budget for the model response.

Model Selection Flow

If the user requests a specific model (e.g., "use Claude" or "use Anthropic"), translate that intent into the models array for consult_llm_council.

When model names are uncertain, use this flow:

1. •Call list_models to retrieve the exact available model names.
2. •Pass one or more returned names to consult_llm_council via the models parameter.

This avoids guessing and ensures the server accepts the model selection.

Recommended Brief

Use a concise schema for repeatable structure:

interface ContextBrief {
  goal: string;
  constraints: string[];
  relevant_facts: string[];
  avoid: string[];
}

When To Load The Reference Guide

Open references/CONTEXT_GUIDE.md when:

• •The user asks how to share context or what to include
• •You need concrete examples (code review, PR review, architecture decision, bug fix, feature request)
• •You need truncation/budget examples or provider context limits

How To Use This Skill

1. •Gather the user’s goal, constraints, and the minimal relevant facts.
2. •Propose a concise ContextBrief if none is provided.
3. •Suggest what to omit or summarize to stay within budget.
4. •If the context is large, include a short summary + targeted excerpts.

Resources

• •references/CONTEXT_GUIDE.md: Full context-sharing guide with budgets, truncation examples, and scenario templates.