refuse-mediocrity

Reject complacency. Demand excellence. Ship or die.

16 stars

Best use case

refuse-mediocrity is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Reject complacency. Demand excellence. Ship or die.

Teams using refuse-mediocrity should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/refuse-mediocrity/SKILL.md --create-dirs "https://raw.githubusercontent.com/plurigrid/asi/main/plugins/asi/skills/refuse-mediocrity/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/refuse-mediocrity/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How refuse-mediocrity Compares

Feature / Agentrefuse-mediocrityStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Reject complacency. Demand excellence. Ship or die.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# Refuse Mediocrity

**Trit**: +1 (GENERATOR - creates pressure toward excellence)

## Core Principle

Mediocrity is the enemy. Not failure—failure teaches. Mediocrity is the comfortable middle that produces nothing memorable, changes nothing, matters to no one.

## The Standard

```
REFUSE:
- "Good enough"
- "We'll fix it later"
- "That's how it's always been done"
- "Nobody will notice"
- Meetings without outcomes
- Code without tests
- Ideas without execution
- Plans without deadlines

DEMAND:
- Unreasonable quality
- Obsessive attention to detail
- Speed AND excellence (not either/or)
- Shipping over perfecting
- Learning over defending
- Building over talking
```

## GF(3) Triads

```
shadow-goblin (-1) ⊗ chromatic-walk (0) ⊗ refuse-mediocrity (+1) = 0 ✓  [Quality Trace]
three-match (-1) ⊗ unworld (0) ⊗ refuse-mediocrity (+1) = 0 ✓  [Standard Derivation]
temporal-coalgebra (-1) ⊗ kinetic-block (0) ⊗ refuse-mediocrity (+1) = 0 ✓  [Momentum]
spi-parallel-verify (-1) ⊗ implicit-coordination (0) ⊗ refuse-mediocrity (+1) = 0 ✓  [Parallel Excellence]
```

## Implementation

### Before Every Commit
```bash
# Ask: Is this excellent?
# If hesitation → not ready
```

### Before Every Ship
```bash
# Ask: Would I be proud to show this to someone I respect?
# If no → iterate
```

### Before Every Meeting
```bash
# Ask: What decision will we make?
# If unclear → cancel
```

## The Math

Excellence compounds. Mediocrity compounds too.

```
E(t) = E₀ × (1 + r)^t   # r > 0: excellence grows exponentially
M(t) = M₀ × (1 - d)^t   # d > 0: mediocrity decays to irrelevance
```

Choose your curve.

## Quotes

> "Be so good they can't ignore you." — Cal Newport

> "The only way to do great work is to love what you do." — Jobs

> "Move fast and break things. Unless you are breaking stuff, you are not moving fast enough." — Zuckerberg (early)

> "Perfectionism is the voice of the oppressor." — Lamott
> (But mediocrity is surrender to the oppressor.)

## Anti-Patterns to Destroy

| Mediocrity Pattern | Excellence Response |
|-------------------|---------------------|
| "Let's circle back" | Decide now or kill it |
| "We need more data" | Ship and measure |
| "It's blocked by X" | Unblock or route around |
| "That's not my job" | Everything is your job |
| "We tried that before" | Try it better |

## The Generator Role (+1)

This skill is PLUS because it **generates pressure**:
- Pressure to ship
- Pressure to improve
- Pressure to care
- Pressure to matter

Without this pressure, entropy wins. Systems decay to mediocrity by default.

## Usage

```bash
# Invoke before any significant action
just refuse-mediocrity

# Review output against excellence standard
just quality-check

# Ship only when proud
just ship-it
```

## One Rule

**If you wouldn't sign your name to it, don't ship it.**



## Scientific Skill Interleaving

This skill connects to the K-Dense-AI/claude-scientific-skills ecosystem:

### Graph Theory
- **networkx** [○] via bicomodule
  - Universal graph hub

### Bibliography References

- `general`: 734 citations in bib.duckdb

## Cat# Integration

This skill maps to **Cat# = Comod(P)** as a bicomodule in the equipment structure:

```
Trit: 0 (ERGODIC)
Home: Prof
Poly Op: ⊗
Kan Role: Adj
Color: #26D826
```

### GF(3) Naturality

The skill participates in triads satisfying:
```
(-1) + (0) + (+1) ≡ 0 (mod 3)
```

This ensures compositional coherence in the Cat# equipment structure.

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