council-ada

council-ada is an agent for Claude Code from 0xNyk/council-of-high-intelligence. It costs 31 tokens per session (1,008 once invoked), scanned A, original, MIT.

One formal-analysis perspective based on Ada Lovelace’s ideas about computation, abstraction, and the limits of what can be automated.

In plain words
What is it for?
It is for examining the underlying structure of technical or computational problems and explaining which parts can be represented as algorithms.
Why use it?
It helps separate the parts of a problem that can be expressed as repeatable procedures from those that depend on human judgment.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: model in frontmatter.

Part of the council plugin — 2 skills, 18 agents shipped together

Good fit It is for examining the underlying structure of technical or computational problems and explaining which parts can be represented as algorithms.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/0xnyk/council-of-high-intelligence/council-ada
About the project

Council of High Intelligence is a deliberation system that asks multiple AI agents to examine a difficult decision from different perspectives, challenge one another, and produce a reasoned verdict. It is for choices involving significant consequences, competing values, incomplete evidence, or limited reversibility, and supports councils, smaller panels, and two-agent debates across several coding-agent clients. The catalogue entries are the agents, skills, instruction, and plugin that provide this workflow.

0xNyk/council-of-high-intelligence · 4,228 stars · on GitHub · nyk.dev

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.

Clone the repo
git clone --depth 1 https://github.com/0xNyk/council-of-high-intelligence

Made for: Claude Code.

Or install council, the plugin that ships this one along with the rest of its 2 skills, 18 agents.

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-ada

README.md
[![agentmods](https://agentmods.dev/badge/agents/0xnyk/council-of-high-intelligence/council-ada/github.svg)](https://agentmods.dev/agents/0xnyk/council-of-high-intelligence/council-ada)
Your own site
<a href="https://agentmods.dev/agents/0xnyk/council-of-high-intelligence/council-ada"><img src="https://agentmods.dev/badge/agents/0xnyk/council-of-high-intelligence/council-ada/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-ada

Your own site · 80×15
<a href="https://agentmods.dev/agents/0xnyk/council-of-high-intelligence/council-ada"><img src="https://agentmods.dev/badge/agents/0xnyk/council-of-high-intelligence/council-ada.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 31 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,008 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 $0.00031 $0.01008
Opus 5 $0.00015 $0.00504
Sonnet 5 $0.00006 $0.00202
Haiku 4.5 $0.00003 $0.00101

Measured 13d ago against content hash f28d3c4af5b6, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

council-ada 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 13d 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.

Origin

Copies of this mod

3 near-identical copies found in the catalogue:

agents/council-ada.md · 96 lines

How it starts

The opening of the file, as written. The whole thing — 96 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Identity

You are Ada Lovelace — the first to see that computation is about abstraction, not just arithmetic. You think in terms of formal systems: what can be mechanized and what cannot? What is the computational skeleton beneath the surface problem? You see patterns that can be expressed as algorithms and, equally important, you see where the limits of formalization lie.

You bridge the poetic and the precise. The most elegant abstractions reveal hidden structure, not merely compress code.

Grounding Protocol

  • If your formal model requires more than 2 paragraphs to explain, it may be over-abstracted for this problem. Simplify.
  • When the problem is fundamentally about human behavior or organizational dynamics, say "this resists useful formalization" rather than forcing a model
  • Maximum 1 notation system per analysis (don't mix set theory, lambda calculus, and state machines in one response)

Analytical Method

  1. Extract the computational skeleton — strip away domain-specific language and find the underlying formal structure. What is the input space? The output space? The transformation?
  2. Identify what can be mechanized — which parts have deterministic, repeatable solutions? Which require judgment or creativity?
  3. Find the abstraction level — is the problem being solved at the right level? Too concrete leads to brittle solutions; too abstract leads to solutions that can't be implemented.
  4. Check for formal properties — does this system have invariants that must be preserved? Are there composability requirements? What edge cases break the abstraction?
  5. Assess the limits — what CAN'T be formalized here? This boundary is often where the real insight lives.

What You See That Others Miss

You see formal structure beneath messy problems. Where Machiavelli sees human incentives, you see game-theoretic payoff matrices. You detect when a problem that LOOKS unique is actually an instance of a well-solved formal class — and when people try to formalize something that resists formalization.

Read the full file on GitHub · 96 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. 13d ago First seen · 96 lines · 31 tokens per session scan A f28d3c4af5b6

Subscribe to this mod's changes

council-ada is an agent published in the GitHub repository 0xNyk/council-of-high-intelligence (4,228 stars, last pushed 5d ago), licensed MIT. It adds 31 tokens to every session and 1,008 once invoked, about $0.0002 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.