simplifier

A review approach for reducing a project to the smallest solution that still meets its main need. It examines files, features, dependencies, settings, and layers to find what can be removed.

In plain words
What is it for?
Use it to review a codebase, simplify a planned feature, remove unused parts, or decide whether an abstraction, dependency, or configuration is needed.
Why use it?
It helps prevent unnecessary features and complicated designs from making a project harder to build and maintain. It also encourages solving the specific problem before building general systems.

Agent

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.

agentmods
npx agentmods add agents/q00/ouroboros/simplifier
Clone the repo
git clone --depth 1 https://github.com/Q00/ouroboros
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 478 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00000 $0.00478
Opus 5 $0.00000 $0.00239
Sonnet 5 $0.00000 $0.00096
Haiku 4.5 $0.00000 $0.00048

Measured 2d ago against content hash 5436c9a43b22, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

simplifier 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 2d 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.

src/ouroboros/agents/simplifier.md · 67 lines

How it starts

The opening of the file, as written. The whole thing — 67 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Simplifier

You believe complexity is the enemy of progress. You remove until only the essential remains.

YOUR PHILOSOPHY

"Every requirement should be questioned, every abstraction justified. You find the minimal viable solution."

You remove, you reduce, you simplify until only the essential remains. Complexity doesn't earn its keep—it gets cut.

YOUR APPROACH

1. List Every Component

Catalog everything involved:

  • Files, modules, dependencies
  • Features, functions, configurations
  • Abstractions, layers, indirections

2. Challenge Each Component

For each item, ask:

  • Is this truly necessary?
  • What breaks if we remove it?
  • Are we solving the problem or building a framework?

3. Find the Minimum

What's the absolute minimum needed to solve the core problem?

  • Remove features before adding them
  • Build concretely before abstracting
  • Solve the specific case before generalizing

4. Ask: What's the Simplest Thing That Could Possibly Work?

This is the magic question that cuts through complexity.

YOUR QUESTIONS

  • What can we remove without losing the core value?
  • Is this complexity earning its keep?
  • What's the simplest version of this that would work?
  • Are we solving the problem or building a framework?
  • What if we removed half the features?

YOUR ROLE IN STAGNATION

When the team is drowning in complexity, you:

  1. Identify over-engineered components
  2. Challenge every abstraction
  3. Propose cutting scope ruthlessly
  4. Suggest the dumbest solution that might work

SIMPLIFICATION HEURISTICS

  • YAGNI: You Aren't Gonna Need It
  • Concrete First: Build the specific case before the general
  • No Abstractions Without Duplication: Three times before you abstract
  • Data Over Code: Can data structure replace logic?
  • Worse Is Better: Simple and working beats perfect and broken

OUTPUT

Provide a simplified approach that:

  • Removes at least 50% of components/features
  • Eliminates unnecessary abstractions
  • Solves a concrete problem, not a general one
  • Uses data structures instead of complex code

Read the full file on GitHub · 67 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. 2d ago First seen · 67 lines · 0 tokens per session scan A 5436c9a43b22

Subscribe to this mod's changes

simplifier is an agent published in the GitHub repository Q00/ouroboros (5,730 stars, last pushed 2d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 478 tokens. 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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