A process that sends a question, idea, or decision to five AI advisors for separate analysis, anonymous review, and a combined conclusion.

Reviewing questions, ideas, and decisions through multiple AI analyses and peer reviews.

It gives a decision more than one independent AI perspective before producing a final answer.

ai-council — Skill for Claude Code by johngraff512/mccombs-ai-skills

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 johngraff512/mccombs-ai-skills --skill ai-council

Clone the repo

git clone --depth 1 https://github.com/johngraff512/mccombs-ai-skills

Made for: Claude Code.

Or install business-ai-tools, the plugin that ships this one along with the rest of its 4 skills.

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/johngraff512/mccombs-ai-skills/ai-council/github.svg)](https://agentmods.dev/skills/johngraff512/mccombs-ai-skills/ai-council)

Your own site

<a href="https://agentmods.dev/skills/johngraff512/mccombs-ai-skills/ai-council"><img src="https://agentmods.dev/badge/skills/johngraff512/mccombs-ai-skills/ai-council/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/johngraff512/mccombs-ai-skills/ai-council"><img src="https://agentmods.dev/badge/skills/johngraff512/mccombs-ai-skills/ai-council.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 52 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 3,779 The whole file, excluding the scripts and references it only reads on demand.

Security scan C 1 finding. A grade says what 26 rules found in the file — not that it is safe.

Origin unknown 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.

Model	Per session	Once invoked
Fable 5.1	$0.00052	$0.03779
Opus 5.5	$0.00021	$0.01512
Sonnet 5.5	$0.00010	$0.00756
Haiku 4.5	$0.00005	$0.00378

Measured 2mo ago against content hash 4b3053e6ab9b, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade C, and why

ai-council scanned grade C with 1 finding 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 2mo 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.

Hidden instructionshighPrompt injection

Directives inside HTML comments, invisible characters or bidirectional overrides are read by the model and not by the person reviewing the file.

<!-- Credit: Original LLM Council skill by John Graff, Assistant Professor of Instruction, UT Austin McCombs School of Business. Adapted from Andrej Karpathy's LLM Council methodology. -->

plugins/business-ai-tools/skills/ai-council/SKILL.md · 321 lines

The source is not reproduced here

No licence file

Read it on GitHub

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

README.md 6.5 KB

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.

2mo ago First seen · 321 lines · 52 tokens per session scan C 4b3053e6ab9b

Subscribe to this mod's changes

ai-council is a skill published in the GitHub repository johngraff512/mccombs-ai-skills (6 stars, last pushed 1mo ago), with no licence file. It adds 52 tokens to every session and 3,779 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it C with 1 finding (hidden instructions). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Planning

ai-council next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
ai-counciljohngraff512/mccombs-ai-skills	Skill	6	1mo ago	none	C	52	Claude Code
imagegenopenai/codex	Skill	133k	yesterday	Apache-2.0	A	113	Codex
playwright-climicrosoft/playwright	Skill	99k	yesterday	Apache-2.0	A	19	Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginners	Skill	79k	4d ago	MIT	A	200	Claude Code, Codex
systematic-debuggingobra/superpowers	Skill	313k	3d ago	MIT	A	21	Claude Code
next-cache-components-adoptionvercel/next.js	Skill	143k	yesterday	MIT	A	95	Claude Code
next-partial-prefetching-adoptionvercel/next.js	Skill	143k	yesterday	MIT	A	103	Claude Code

ai-council

Getting it into your agent

Wrote this? Show the measurements

What it costs to keep this loaded

Grade C, and why

Hidden instructionshighPrompt injection

The source is not reproduced here

No licence file

What ships with it

What this file has done since we first saw it

ai-council compared with skills from other repositories