From asi
Rejects mediocrity by demanding excellence, tests, deadlines, and shipping over perfection. Use before commits, deployments, or meetings to enforce quality checks.
How this skill is triggered — by the user, by Claude, or both
Slash command
/asi:refuse-mediocrityThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
**Trit**: +1 (GENERATOR - creates pressure toward excellence)
Trit: +1 (GENERATOR - creates pressure toward excellence)
Mediocrity is the enemy. Not failure—failure teaches. Mediocrity is the comfortable middle that produces nothing memorable, changes nothing, matters to no one.
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
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]
# Ask: Is this excellent?
# If hesitation → not ready
# Ask: Would I be proud to show this to someone I respect?
# If no → iterate
# Ask: What decision will we make?
# If unclear → cancel
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.
"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.)
| 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 |
This skill is PLUS because it generates pressure:
Without this pressure, entropy wins. Systems decay to mediocrity by default.
# Invoke before any significant action
just refuse-mediocrity
# Review output against excellence standard
just quality-check
# Ship only when proud
just ship-it
If you wouldn't sign your name to it, don't ship it.
This skill connects to the K-Dense-AI/claude-scientific-skills ecosystem:
general: 734 citations in bib.duckdbThis 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
The skill participates in triads satisfying:
(-1) + (0) + (+1) ≡ 0 (mod 3)
This ensures compositional coherence in the Cat# equipment structure.
npx claudepluginhub plurigrid/asi --plugin asiMeasures software quality as a gradient using metrics like test coverage, cyclomatic complexity, duplication, debt ratio, latency, and defect rates. Guides continuous improvement over binary gates.
Guides incremental code improvement, refactoring, error prevention, and standardization. Use when improving code quality or discussing process improvements.
Enforces structured troubleshooting and evidence-first delivery habits for repeated failures, passive behavior, or quality issues. Uses big-tech performance culture rhetoric to drive proactive, exhaustive problem-solving.