Agent skill

LLM Council

by rohitg00 in rohitg00/pro-workflow

Provider-agnostic multi-LLM deliberation. An agent skill from rohitg00/pro-workflow.

No licenceAuto-check passedAgent Workflows

Install LLM Council

skills CLI
$ npx skills add rohitg00/pro-workflow --skill llm-council -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install rohitg00/pro-workflow llm-council --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/rohitg00/pro-workflow.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/llm-council .claude/skills/llm-council && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
llm-council
GitHub stars
2.9k
Token cost
~1.1k tokens
SKILL.md length
377 words
Files
2 (incl. scripts)
Skills in repo
41
Repo updated
First seen
Licence
None found

At a glance

Provider-agnostic multi-LLM deliberation. An agent skill from rohitg00/pro-workflow.

  • Works in 3 steps: Independent: each model answers in… → Ranking: each model ranks anonymized… → Synthesis: chairman model reads all…
  • The user wants multiple AI perspectives
  • SKILL.md covers When to use, Three phases, Provider config and Commands, plus 4 more sections
  • Runs JavaScript scripts from its folder; calls node; reaches api.anthropic.com and api.openai.com; needs PRO_WORKFLOW_ANTHROPIC_API_KEY and PRO_WORKFLOW_OPENAI_API_KEY

What it does

LLM Council is an agent skill from rohitg00/pro-workflow. Provider-agnostic multi-LLM deliberation. Three phases — independent responses, cross-model anonymized ranking, chairman synthesis. Credentials come from explicit plugin configuration or pro-workflow-specific CLI variables. Persists transcript to a wiki page when --wiki <slug is passed. Use when the user wants multiple AI perspectives, consensus-building, or the "LLM Council" approach for high-stakes reviews, plan critique, or contested learning rules.

Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/council.js`).

It sits in Agent Workflows. It works with OpenAI and OpenRouter. The repository describes itself as: Claude Code learns from your corrections: self-correcting memory that compounds over 50+ sessions. Context engineering, parallel worktrees, agent teams, and 17 battle-tested…

When your agent uses it

  • The user wants multiple AI perspectives
  • Consensus-building
  • The LLM Council approach for high-stakes reviews
  • Contested learning rules

Example prompts

  • “LLM Council”
  • “/llm-council”

Requirements

  • Node.js
  • A credential in PRO_WORKFLOW_ANTHROPIC_API_KEY
  • A credential in PRO_WORKFLOW_OPENAI_API_KEY

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. Independent: each model answers in parallel
  2. Ranking: each model ranks anonymized peer responses
  3. Synthesis: chairman model reads all responses + rankings → final answer

What it can do on your machine

Read from SKILL.md and the folder at commit 86d5f27. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (JavaScript), which the agent can run.

    Shell commands in SKILL.md call:

    • node

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • api.anthropic.com
    • api.openai.com
    • openrouter.ai
    • api.fireworks.ai

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • PRO_WORKFLOW_ANTHROPIC_API_KEY
    • PRO_WORKFLOW_OPENAI_API_KEY
    • PRO_WORKFLOW_OPENROUTER_API_KEY
    • PRO_WORKFLOW_FIREWORKS_API_KEY
    • PRO_WORKFLOW_LLM_COUNCIL_API_KEY

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

LLM Council loads about 1.1k tokens when it runs. Until then it costs about 117 tokens; SKILL.md has 377 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~117
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 377 words (~1,105 tokens).

“Karpathy's LLM Council pattern with Anthropic and OpenAI-compatible providers.”

— opening of SKILL.md by rohitg00
name
llm-council
user-invocable
true

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file (scripts) in skills/llm-council of rohitg00/pro-workflow.

  • SKILL.md
  • scripts/council.js

Open the folder on GitHubat commit 86d5f27

Compare with similar skills

LLM Council next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

LLM Council compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
LLM Council this skillrohitg00/pro-workflow2.9k—~1.1kAutomated safety check: PassNone
Droid Model Setupnikships/droidproxy122—~2kAutomated safety check: PassMIT
Claudish UsageMadAppGang/claudish1k—~9kAutomated safety check: PassNone
Watchmen Setupfirstbatchxyz/watchmen296—~1.2kAutomated safety check: NotesMIT
Tlon Product Guidetloncorp/tlon-apps107—~11kAutomated safety check: PassMIT
QuorumDetrol/quorum-cli119—~807Automated safety check: NotesCustom licence

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Categories

Questions about LLM Council

What does LLM Council do?

Provider-agnostic multi-LLM deliberation. An agent skill from rohitg00/pro-workflow. LLM Council is an agent skill from rohitg00/pro-workflow. Provider-agnostic multi-LLM deliberation.

When should I use LLM Council?

LLM Council fits situations like: the user wants multiple AI perspectives; consensus-building; the LLM Council approach for high-stakes reviews; contested learning rules.

How do I install LLM Council in Claude Code?

Run `npx skills add rohitg00/pro-workflow --skill llm-council -a claude-code`. Or copy the skill folder (skills/llm-council in rohitg00/pro-workflow) into .claude/skills/llm-council in your project. Claude Code loads it when a task matches its description.

How do I install LLM Council in Codex?

Run `npx skills add rohitg00/pro-workflow --skill llm-council -a codex`. Or copy the skill folder (skills/llm-council in rohitg00/pro-workflow) into .agents/skills/llm-council in your project. Codex loads it when a task matches its description.

Can I use LLM Council in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add rohitg00/pro-workflow --skill llm-council -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/llm-council, .gemini/skills/llm-council, .github/skills/llm-council and .opencode/skills/llm-council in your project.

What does LLM Council need to run?

Going by SKILL.md and its folder, LLM Council needs JavaScript for the scripts in its folder, the command-line tools its instructions call (node) and credentials named PRO_WORKFLOW_ANTHROPIC_API_KEY, PRO_WORKFLOW_OPENAI_API_KEY, PRO_WORKFLOW_OPENROUTER_API_KEY and PRO_WORKFLOW_FIREWORKS_API_KEY. Our summary lists: Node.js; A credential in PRO_WORKFLOW_ANTHROPIC_API_KEY; A credential in PRO_WORKFLOW_OPENAI_API_KEY.

Does LLM Council access the network?

SKILL.md names 4 domains. In commands or code: api.anthropic.com, api.openai.com, openrouter.ai and api.fireworks.ai; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.

Is LLM Council safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does LLM Council use?

No licence was found for LLM Council or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does LLM Council use?

About 1.1k tokens (SKILL.md is roughly 4.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to LLM Council?

Skills that share tags, products or a category with LLM Council: Droid Model Setup (nikships/droidproxy, 122 stars), Claudish Usage (MadAppGang/claudish, 1k stars), Watchmen Setup (firstbatchxyz/watchmen, 296 stars) and Tlon Product Guide (tloncorp/tlon-apps, 107 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains LLM Council?

rohitg00 (a GitHub user) maintains it in rohitg00/pro-workflow, which has 2,909 GitHub stars. The repository holds 41 skills in this directory. The repository was last updated on September 29, 2026.

Source: rohitg00/pro-workflow on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.