Applies client-server architecture for web/mobile apps.
SkillScore82Maintained
Automatic
◆Coding pack
Last verified 8/20/2026
What it changes
Passed 18 of 22 test cases with the skill, and 13 of 22 without it.
Without skill59%
With skill82%
Checks it passed that the model alone missed
Specifies rate limiting and endpoint telemetry.
Recommends using a networking-debugger abstraction.
Requires operational runbooks for client release waves.
and 2 more in the full report
5 fixed13 passed either way4 still failing0 broke
Pass-rate lift
+23 pp
Tokens
+3%
Agent turns
0%
Response time
-30%
Model gemini-3.6-flashMeasured 8/20/2026v118 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 5
Prompt
Our mobile engineers are reporting frequent request timeouts and high retry latency when connecting to our payment gateway API. What tool abstraction should we deploy to diagnose request and response traces?
What was checked, without and with the skill
Checked
Without skill
With skill
Recommends using a networking-debugger abstraction.
Missed
Passed
Captures request and response traces for latency diagnosis.
Passed
Passed
case-07 · gemini-3.6-flash · 8/20/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md56 linessingle file
The Client-Server and Peer-to-Peer Paradigms
When to Employ This Paradigm
For traditional applications that have centralized services, such as web or mobile clients communicating with backend APIs.
For systems exploring decentralized or "offline-first" capabilities that rely on peer-to-peer synchronization.
To formally document trust boundaries, client-server version negotiation, and API evolution strategies.
When NOT To Use
Systems with no network boundary between UI and logic (use
archetypes:architecture-paradigm-modular-monolith)
Choosing among paradigms in the first place (use
archetypes:architecture-paradigms)
Adoption Steps
Define Responsibilities: Clearly delineate which logic and data reside on the client versus the server, with the goal of minimizing duplication.
Document the Contracts: Formally document all APIs, data schemas, authentication flows, and any capability negotiation required for handling different client versions.
Plan for Version Skew: Implement a strategy to manage different client and server versions, such as using feature flags, Accept headers for content negotiation, or semantic versioning for APIs.
Address Connectivity Issues: If the application is not purely client-server, design for intermittent connectivity. This may involve implementing offline caching, data synchronization protocols, or peer discovery and membership services.
Secure All Communications: Enforce the use of TLS for all data in transit. Implement authorization policies, rate limiting, and detailed telemetry for every endpoint.
Key Deliverables
An Architecture Decision Record (ADR) that covers the roles of clients, servers, and peers, defines the trust boundaries, and outlines deployment assumptions.
Formal API or protocol specifications, along with a suite of compatibility tests.
Runbooks detailing the coordination required for rollouts, such as client release waves, backward-compatibility support, or operational procedures for a peer-to-peer network.
Risks & Mitigations
"Chatty" Clients:
Mitigation: A client making too many small requests can lead to poor performance. Consolidate API calls using patterns like the Façade or Gateway, and implement caching strategies on the client or at the network edge.
"Thick" Clients with Duplicated Logic:
Mitigation: When clients contain too much business logic, it often becomes duplicated and out-of-sync with the server. Share validation logic by packaging it in a common library or move the rules definitively to the server.
Peer-to-Peer Data Conflicts:
Mitigation: In a peer-to-peer model, data conflicts are inevitable. Design formal conflict resolution strategies (e.g., CRDTs, last-write-wins) and consensus mechanisms from the beginning.
Concrete Components
These vocabulary items name the concrete tools and abstractions
that show up when the paradigm is implemented. They are not
required dependencies and they are not part of the skill's
tools: frontmatter (which is reserved for Claude Code tool
Applies Functional Core, Imperative Shell to isolate logic from side effects. Use when business logic is entangled with I/O or unit tests are slow and brittle.