Lamina Product Behavior
SkillDev toolsDefine authoritative runtime product truth across actors and views. Use when modeling domain behavior, setting product density, specifying side effects, protecting invariants, choosing consistency guarantees, handling retries or concurrent actions, defining time semantics and prerequisites, drawing ownership boundaries, or keeping views coherent. Use lamina-systems for causal loops and change over time, and lamina-ux for interaction expression.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Lamina Product Behavior skill
What this skill tells your AI
The instructions your AI receives, as published by aryaniyaps/lamina in skills/lamina-product-behavior/SKILL.md and read by ahel’s review.
Reference-loading protocol
- Match the request's primary runtime-truth decision to one row below.
- Open that linked reference before answering. Add another only when a second decision materially changes the answer; do not preload the directory.
- Start the response with
Using lamina-product-behavior: <topic path(s)>so the selected behavior lens is auditable.
Topic index
| Runtime signal | Read | Adds |
|---|---|---|
| Need the represented domain model to match how actors understand the task | Product Behavior | entities, permissions, workflows, surfaces, and illegal states |
| Need to choose how much power or complexity each actor sees | Product Density | actor- and surface-specific complexity budgets |
| One mutation must update, notify, invalidate, audit, or retry elsewhere | Side Effects | primary effect, downstream effects, delivery lifecycle, and failure recovery |
| Need a rule that must hold in every valid state | Invariants | explicit predicates and violation probes |
| Views may lag or disagree after a state change | Consistency Guarantees | strong, eventual, and read-your-writes product promises |
| An operation may repeat, race, conflict, or arrive after state changed | Idempotency and Concurrency | duplicate safety, conflict policy, and fencing |
| Behavior depends on zones, dates, recurrence, duration, deadline, or correction | Time Semantics | explicit temporal meaning and boundary behavior |
| A workflow requires prior setup, ownership, state, or another workflow | Dependencies | prerequisite edges and unmet behavior |
| Need to decide which domain owns a rule or what data crosses a boundary | Modularity Boundaries | information hiding and cohesive ownership |
| Several roles or surfaces must agree on the same entity and lifecycle | Multi-View Integrity | handoffs, visibility, and cross-view truth |
Working rule
Use the smallest sufficient reference set. Common pairs are invariants + idempotency for consequential writes, consistency + multi-view integrity for role-based products, and side effects + time semantics for scheduled delivery. Keep behavior in product language; do not prescribe implementation machinery unless the user asks for it.
Signals
- GitHub stars
- 114
- Forks
- 3
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
lamina-product-behavior- Source
- github.com/aryaniyaps/lamina