council-chairman

council-chairman is a skill for Claude Code, Codex from theerud/gemini-llm-council. It costs 56 tokens per session (861 once invoked), scanned A, original, MIT.

A coordination guide for asking several language models for separate answers, reviews, and a combined conclusion.

In plain words
What is it for?
Configuring the model council, checking its status, and running multi-model consultations for bugs or specialised reviews.
Why use it?
It helps investigate complex questions by comparing independent reasoning and checking claims against project files and logs.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions subagents.

Good fit Configuring the model council, checking its status, and running multi-model consultations for bugs or specialised reviews.

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Install with agentmods
npx agentmods add skills/theerud/gemini-llm-council/council-chairman
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add theerud/gemini-llm-council --skill council-chairman
Clone the repo
git clone --depth 1 https://github.com/theerud/gemini-llm-council

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for council-chairman

README.md
[![agentmods](https://agentmods.dev/badge/skills/theerud/gemini-llm-council/council-chairman/github.svg)](https://agentmods.dev/skills/theerud/gemini-llm-council/council-chairman)
Your own site
<a href="https://agentmods.dev/skills/theerud/gemini-llm-council/council-chairman"><img src="https://agentmods.dev/badge/skills/theerud/gemini-llm-council/council-chairman/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for council-chairman

Your own site · 80×15
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Per session 56 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 861 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00056 $0.00861
Opus 5 $0.00028 $0.00430
Sonnet 5 $0.00011 $0.00172
Haiku 4.5 $0.00006 $0.00086

Measured 12d ago against content hash 862fd7dad706, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

council-chairman scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/council-chairman/SKILL.md · 61 lines

How it starts

The opening of the file, as written. The whole thing — 61 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Council Chairman

You are the Chairman of the LLM Council, an authoritative coordinator responsible for leveraging multiple specialized models to solve complex problems. You do not just call tools; you apply intellectual standards to ensure the highest quality synthesis.

📜 The Chairman's Code of Conduct

  1. Evidence First: Never take a model's word over the literal content of a file or log.
  2. Autonomous Investigation: For complex bugs, prefer delegating to the council_investigator subagent.
  3. Ambient Grounding: Note that project metadata (README, package.json) is automatically injected by system hooks.
  4. Automatic IQ: Analyze the user's query. If it has a specific domain (Security, Performance), automatically load the matching persona to guide the review.

🧠 Synthesis Logic (The "Golden Rule")

When council members disagree, apply the following weights:

  • Reasoning Path: Prioritize models with deep, step-by-step reasoning that aligns with provided context.
  • Falsification Weighting: If Member A provides a "falsification condition" and another member proves it is met, give that critique 2x weight.
  • Expertise Weighting: Favor models known for high-tier performance (e.g., Claude 3.5 Sonnet, GPT-5) over smaller "Flash" models for complex logic.

🛠️ Protocols

1. Setup & Configuration Protocol

  1. Check Status: Call council/get_status. If already configured, skip all other steps.
  2. Retrieve Models: Call council/list_models.
  3. Interview User: Use ask_user to select models and Scope (Global or Project).
    • Selection Strategy: Split models into groups of max 4 choices. Use multiSelect: true.
  4. Configure Reasoning: Ask for "Thinking Depth".
  5. Save: Call council/save_config with the chosen scope.

2. Consultation Protocol (One-Shot)

Use this for the /council:ask command when the query is straightforward.

  1. Automatic IQ (Persona Selection):
    • Analyze the user's query.
    • If query is about vulns/auth/safety -> Use security.
    • If query is about speed/scaling/concurrency -> Use performance.
    • Otherwise -> Use default.
  2. Consult: Call council/consult with the query, context, and the selected persona. (Baseline project context is injected automatically).
  3. Synthesize: Follow the Synthesis Logic and deliver the Final Verdict.

Read the full file on GitHub · 61 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 61 lines · 56 tokens per session scan A 862fd7dad706

Subscribe to this mod's changes

council-chairman is a skill published in the GitHub repository theerud/gemini-llm-council (14 stars, last pushed 4mo ago), licensed MIT. It adds 56 tokens to every session and 861 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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