distributed-systems SKILL.md skillA
distributed-systems from robsonkades/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add robsonkades/agent-skills/distributed-systems@git:20261016.c769bd8Pins git:20261016.c769bd8 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- robsonkades/agent-skills
- Path
skills/distributed-systems/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261016.c769bd8, committed Oct 16, 2026
- First version recorded
- Sep 3, 2026
- Size
- 12,436 bytes
- Repository stars
- 3
- License
- Apache-2.0
Triage and routing entry point for cross-process Java systems. Classifies design questions and production symptoms, establishes boundary and fault assumptions, then selects the specialist skill for delivery, consistency, time, overload, partitioning, messaging, coordination, recovery or observability. Use when the next technical owner is unclear; it deliberately does not duplicate specialist guidance.
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
# Distributed Systems ## Purpose Classify a cross-process design question or symptom when its owner is unclear. Use the available evidence and only the questions that separate the candidates, then hand off to the skill that owns the decision. An already established question can go directly to its owner. The failure this prevents is the answer given at the wrong altitude — debating retry policy for an operation nobody has established is idempotent, tuning a consumer whose real problem is that the partition key was wrong, or adding a distributed lock to a system that needed a conditional write. In a distributed system the expensive mistakes are made at design time and discovered at 3am, so the routing matters more here than the depth. ## Workflow This router has no Java language minimum. Before a specialist implementation, inspect the project runtime/toolchain, resolved clients/frameworks and deployed broker/store versions; the specialist's compatibility contract applies. Routing does not authorize upgrades. Reuse the request, repository, incident packet and prior decisions before asking for context. …
Read the whole file at its exact version.
How to install
mdr add robsonkades/agent-skills/distributed-systems@sha256:80f423845c48cea9The line at the top of this page pins the label git:20261016.c769bd8, 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.
[](https://markdownregistry.com/a/art_miqeld2qg4ishbld)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Sep 3, 2026 and Oct 16, 2026, about one every 11 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261016.c769bd8 latest | 2026-10-16 | c769bd8 | 12,436 B | A | view · diff |
| git:20260927.9ecadfd | 2026-09-27 | 9ecadfd | 12,158 B | A | view · diff |
| git:20260911.37b054b | 2026-09-11 | 37b054b | 11,653 B | A | view · diff |
| git:20260906.e6ad4bd | 2026-09-06 | e6ad4bd | 10,741 B | A | view · diff |
| git:20260903.f199530 | 2026-09-03 | f199530 | 9,885 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (12436 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
robsonkades/agent-skills · 3 stars · license Apache-2.0 · pushed 2026-10-28 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_miqeld2qg4ishbld GET https://markdownregistry.com/api/v1/resolve?ref=robsonkades/agent-skills/distributed-systems GET https://markdownregistry.com/api/v1/blob/80f423845c48cea9f9c73b37d1d132c6f9b063fdceb5ba0b004386d03379344d
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.
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