foundationdb-advanced-layers SKILL.md skillA

This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.

foundationdb-advanced-layers from snowbanksdk/foundationdb-dotnet-client is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add snowbanksdk/foundationdb-dotnet-client/foundationdb-advanced-layers@git:20260809.f7377d4

Pins git:20260809.f7377d4 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
snowbanksdk/foundationdb-dotnet-client
Path
plugins/foundationdb-skills/skills/foundationdb-advanced-layers/SKILL.md
Versions recorded
2
Latest version
git:20260809.f7377d4, committed Aug 9, 2026
First version recorded
Jun 15, 2026
Size
13,908 bytes
Repository stars
158
License
BSD-3-Clause

Advanced engineering for sophisticated FoundationDB layers with the .NET client (FoundationDB.Client / SnowBank) — the cluster model and transaction lifecycle (proxies, resolvers, tlogs, storage servers, the sequencer/version clock), latency/throughput optimization (batching reads with GetValuesAsync / Task.WhenAll, removing round-trip dependencies, snapshot reads), high-contention avoidance, and distributed patterns (change feeds, version-stamp logs, watch fan-out, version-as-clock leases…

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# FoundationDB .NET — Advanced Layer Engineering

This is the *advanced* tier. The **`foundationdb-keys-and-layers`** skill (key encoding, subspaces, the `IFdbLayer<TState>` pattern) and **`foundationdb-transactions`** skill (retry loop, idempotency, atomics, watches) are prerequisites — this skill assumes them and explains the *why* underneath, plus the patterns for performant, distributed, multi-node layers.

A fully worked, compile-checked reference for everything in §5–§6 lives in [`samples/SkillValidation/BookStore.cs`](../../../samples/SkillValidation/BookStore.cs) + [`BookStore.ChangeFeed.cs`](../../../samples/SkillValidation/BookStore.ChangeFeed.cs).

---

## 1. The cluster model — how a transaction is actually processed

*(FoundationDB's published architecture; the constraints below fall out of it directly.)*

| Role | Responsibility |
|---|---|
| **Coordinators** | Small Paxos group; elect the cluster controller, hold the cluster file. Clients bootstrap here. |
| **Cluster Controller** | Singleton; recruits/monitors all other roles, drives recovery. |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add snowbanksdk/foundationdb-dotnet-client/foundationdb-advanced-layers@sha256:40baf95b57224908

The line at the top of this page pins the label git:20260809.f7377d4, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_xui7zubdmucz4dpz.svg)](https://markdownregistry.com/a/art_xui7zubdmucz4dpz)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between Jun 15, 2026 and Aug 9, 2026, about one every 55 days.

versioncommittedcommitsizeaudit
git:20260809.f7377d4 latest2026-08-09 f7377d4 13,908 BA view · diff
git:20260615.e8b7f992026-06-15 e8b7f99 13,904 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (13908 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

snowbanksdk/foundationdb-dotnet-client · 158 stars · license BSD-3-Clause · pushed 2026-10-20 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_xui7zubdmucz4dpz
GET https://markdownregistry.com/api/v1/resolve?ref=snowbanksdk/foundationdb-dotnet-client/foundationdb-advanced-layers
GET https://markdownregistry.com/api/v1/blob/40baf95b57224908b3e8b50c5112852fc47d3876ce8fd14c7eaf848840380a79

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from snowbanksdk/foundationdb-dotnet-client

crystaljson SKILL.md skill
snowbanksdk/foundationdb-dotnet-client · .claude/skills/crystaljson/SKILL.md · How to use CrystalJson, the custom JSON library in SnowBank.Core (namespace SnowBank.Data.Json). Covers the JsonValue…
git:20261014.a2bb41b · audit A · 158 stars
foundationdb-advanced-layers SKILL.md skill
snowbanksdk/foundationdb-dotnet-client · .claude/skills/foundationdb-advanced-layers/SKILL.md · Advanced engineering for sophisticated FoundationDB layers with the .NET client (FoundationDB.Client / SnowBank) — the…
git:20260809.f7377d4 · audit A · 158 stars
foundationdb-aspire SKILL.md skill
snowbanksdk/foundationdb-dotnet-client · .claude/skills/foundationdb-aspire/SKILL.md · How to run a FoundationDB cluster and connect to it from .NET — getting the IFdbDatabaseProvider that the…
git:20261001.d94e830 · audit A · 158 stars
foundationdb-keys-and-layers SKILL.md skill
snowbanksdk/foundationdb-dotnet-client · .claude/skills/foundationdb-keys-and-layers/SKILL.md · How to correctly encode keys and values, use subspaces and the Directory layer, and write custom "Layers" with the…
git:20261014.c200335 · audit A · 158 stars
foundationdb-transactions SKILL.md skill
snowbanksdk/foundationdb-dotnet-client · .claude/skills/foundationdb-transactions/SKILL.md · How to correctly run transactions with the FoundationDB .NET client (FoundationDB.Client / SnowBank): the db.ReadAsync…
git:20261014.c200335 · audit A · 158 stars
snowbank-betterhttp SKILL.md skill
snowbanksdk/foundationdb-dotnet-client · .claude/skills/snowbank-betterhttp/SKILL.md · How to make outbound HTTP calls with BetterHttpClient (SnowBank.Networking.Http) in an ASP.NET Core or generic-host…
git:20260823.0303e81 · audit A · 158 stars
snowbank-contracts SKILL.md skill
snowbanksdk/foundationdb-dotnet-client · .claude/skills/snowbank-contracts/SKILL.md · How to guard arguments and assert invariants with the Contract family in SnowBank.Core (namespace…
git:20260810.0d8b568 · audit A · 158 stars
snowbank-distributed-testing SKILL.md skill
snowbanksdk/foundationdb-dotnet-client · .claude/skills/snowbank-distributed-testing/SKILL.md · How to write, run, and especially DIAGNOSE multi-node integration tests built on the SnowBank distributed-test…
git:20260814.b952de4 · audit A · 158 stars
snowbank-slices-and-buffers SKILL.md skill
snowbanksdk/foundationdb-dotnet-client · .claude/skills/snowbank-slices-and-buffers/SKILL.md · How to correctly use the Slice type and its companions (SliceReader, SliceWriter, SliceOwner) for binary data in the…
git:20260621.01f75a4 · audit A · 158 stars
CLAUDE.md CLAUDE.md file
snowbanksdk/foundationdb-dotnet-client · CLAUDE.md
git:20261014.bb4e2df · audit A · 158 stars
crystaljson SKILL.md skill
snowbanksdk/foundationdb-dotnet-client · plugins/foundationdb-skills/skills/crystaljson/SKILL.md · How to use CrystalJson, the custom JSON library in SnowBank.Core (namespace SnowBank.Data.Json). Covers the JsonValue…
git:20261014.a2bb41b · audit A · 158 stars
foundationdb-aspire SKILL.md skill
snowbanksdk/foundationdb-dotnet-client · plugins/foundationdb-skills/skills/foundationdb-aspire/SKILL.md · How to run a FoundationDB cluster and connect to it from .NET — getting the IFdbDatabaseProvider that the…
git:20261001.d94e830 · audit A · 158 stars

Every file in snowbanksdk/foundationdb-dotnet-client

Other files named foundationdb-advanced-layers

foundationdb-advanced-layers SKILL.md skill
snowbanksdk/foundationdb-dotnet-client · .claude/skills/foundationdb-advanced-layers/SKILL.md · Advanced engineering for sophisticated FoundationDB layers with the .NET client (FoundationDB.Client / SnowBank) — the…
git:20260809.f7377d4 · audit A · 158 stars

Browse by kind, by grade A, or by owner.