refuse-mediocrity
Reject complacency. Demand excellence. Ship or die.
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
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/refuse-mediocrity/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How refuse-mediocrity Compares
| Feature / Agent | refuse-mediocrity | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/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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