negentropy-lens
A decision-support framework that evaluates systems, architectures, and strategies through the entropy (decay) vs negentropy (growth) lens, while surfacing tacit knowledge gaps. Use this skill whenever the user is making architecture decisions, evaluating system designs, reviewing technical approaches, choosing between options, auditing existing systems, or planning strategies. Also trigger when the user explicitly asks to "apply the negentropy lens", mentions "entropy", "negentropy", "tacit kno
Security Assessment
About negentropy-lens
Negentropy Lens is a decision-support thinking framework that evaluates systems, architectures, and strategies through two opposing states: entropy (the natural drift toward decay, disorder, and complexity without value) and negentropy (the deliberate reversal toward growth, compounding value, and increasing order). Its central premise is that no decision is neutral: every choice either accelerates decay or drives growth, and even inaction is entropic. The skill exists to help people recognize which state a system is in, surface what is hidden, and make deliberate choices about direction rather than drifting.
The skill drives a structured five-phase process. Phase 1 maps the system by identifying boundaries, naming components, tracing flows, and marking interfaces where entropy concentrates. Phase 2 diagnoses each component as entropic, negentropic, or a 'stasis trap' that looks stable but is quietly decaying. Phase 3 is a mandatory tacit-knowledge probe that asks what unstated assumptions, undocumented workarounds, and single-points-of-failure exist. Phase 4 evaluates each option on entropy alignment, compounding potential, tacit-knowledge impact, quality trajectory, and reversibility. Phase 5 pushes back constructively, flagging decisions that merely slow decay while masquerading as growth. Output format adapts to context, from full architecture reviews to quick checks, and a companion origin essay documents the framework's conceptual roots.
The intended users are engineers, architects, and technical leaders at decision points: choosing between design options, auditing existing systems, reviewing technical approaches, or planning strategy. It is a reasoning lens rather than a tool, so it suits anyone who wants a repeatable way to expose complexity debt and institutional-memory risk before committing to a direction.
FAQ
When does this skill activate?
It triggers when you are making architecture decisions, evaluating designs, reviewing technical approaches, choosing between options, auditing systems, or planning strategy, or when you explicitly ask to apply the negentropy lens or mention entropy, negentropy, or tacit knowledge. It also nudges activation when it detects you are at a decision point.
Does it require any tools, APIs, or code to run?
No. It is a pure prompt-based reasoning framework delivered through SKILL.md plus a references/origin-essay.md. It runs no scripts and calls no external services.
What makes it different from a generic pros-and-cons review?
It forces a mandatory tacit-knowledge probe, classifies components including deceptive 'stasis traps,' and distinguishes decisions that genuinely create compounding value from ones that merely slow decay, which a simple checklist would miss.
What output does it produce?
It adapts to context: a full five-phase structured assessment with per-component entropy/negentropy classification and stated trade-offs for architecture reviews, or a shorter format for quick decisions.
Is it a substitute for domain analysis?
No. It is a decision lens that structures judgment and surfaces hidden assumptions; it does not replace domain expertise, testing, or measured data about the actual system.
Install negentropy-lens
Quick Setup:
- Copy the skill folder to
.claude/skills/ - Claude will automatically detect and use the skill
Repository
bencium/bencium-marketplace