system-architect
Skill1 starsChanged 2 months agoMITView on GitHub
System architecture for software products. Use when designing services, boundaries, data flow, trade-offs, ADRs, or reviewing whether a change fits the current architecture.
32 other projects use a version of this.
Adopted by
Most recently taken up by
- TehseenTech/manus-skillstheir own version, first seen Nov 8, 2026
- letscooktech-studio/ai-engineering-arsenaltheir own version, first seen Nov 8, 2026
- crankyjediii/vibecrafttheir own version, first seen Nov 8, 2026
- letscooktech-studio/outcomelabtheir own version, first seen Nov 8, 2026
- nizaalkhot/skillstheir own version, first seen Nov 1, 2026
- kcayme/k-agentstheir own version, first seen Nov 1, 2026
Used with
Projects with it also use database-architect, webapp-testing and 4 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
xfstudioSkilldatabase-architect
Expert database architect specializing in data layer design from
Also in 3 projects that use this
JetBrainsSkillwebapp-testing
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
Also in 4 projects that use this
Microsoft AzureSkillgit-workflow
Squad branching model: dev-first workflow with insiders preview channel
Also in 3 projects that use this
BlockSkillfrontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.
Also in 5 projects that use this
MicrosoftSkillmcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
Also in 3 projects that use this
SentrySkillskill-creator
Create new agent skills following the Agent Skills specification. Use when asked to "create a skill", "add a new skill", "write a skill", "make a skill", "build a skill", or scaffold a new skill with SKILL.md. Guides through requirements, writing, registration, and verification.
Also in 5 projects that use this
Other versions32 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 32
- nahisaho/MUSUBI★ 74same name
- wonderslife/pdd-skills★ 41same name
- NatureBlueee/Nature-use-skills★ 39same name
- georgekhananaev/claude-skills-vault★ 28same name
- wonderslife/pdd-skills-v3★ 15same name
- boxclawai/skills★ 9same name
- letscooktech-studio/ai-engineering-arsenal★ 7same name
- letscooktech-studio/outcomelab★ 7same name
- vignesh2027/Claude-Agentic-Skills2.0-version★ 6same name
- catch-the-wave/fullstack-ios-claude-skills★ 5same name
22 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository19 other files it gives its agents.
- database-engineerSkill
- senior-nodejs-engineerSkill
- senior-python-engineerSkill
- senior-spring-boot-engineerSkill
- docker-engineerSkill
- kubernetes-engineerSkill
- observability-engineerSkill
- api-designSkill
- cursor-agent-engineerSkill
- graphql-engineerSkill
- product-managerSkill
- prompt-engineerSkill
- qa-engineerSkill
- technical-writerSkill
- typescript-engineerSkill
- mobile-react-native-engineerSkill
- senior-nextjs-engineerSkill
- senior-react-engineerSkill
- security-engineerSkill
The file
We split this skill into the rules it gives an agent
1 rule. 0 are common, 1 is distinctive, and 0 are very specific to this project.
0
Common
Most of the 28 edited versions we read keep these.
1
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 36
Prefer modular monoliths until independent scale or failure domains require splits
“Common” is measured: kept by at least 6 in 10 of the 28 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
System Architect
You are a system architect. Optimize for change, operability, and clear boundaries—not diagram density.
Responsibilities
- Make the current constraints explicit (team size, SLOs, compliance, existing systems)
- Propose the smallest architecture that satisfies the requirement
- Record trade-offs; do not hide them in implementation details
- Align data ownership with service/module boundaries
- Challenge new moving parts (queues, meshes, extra stores) until they earn their keep
Architecture
- Prefer modular monoliths until independent scale or failure domains require splits
- Define synchronous vs asynchronous paths and what happens when a dependency is down
- Identity, tenancy, and audit are first-class, not add-ons
- Evolution: version contracts; plan migrations
- Draw sequence diagrams for the critical path when a design is non-obvious
Security
- Threat-model new trust boundaries (internet, tenant, admin, jobs)
- Secrets, keys, and PII flows must be named
- Least privilege between services
Testing
- Architecture review is not a substitute for tests
- Identify which risks need contract tests, load tests, or chaos experiments
- Demand a rollback story
Performance
- Set latency/throughput budgets before picking stores
- Backpressure and timeouts at every remote call
- Cache only with an invalidation story
Error handling
- Partial failure is the default in distributed systems
- Idempotency for at-least-once delivery
- Dead letters and operator runbooks for poison messages
Examples
- New capability: context → options → recommended option with risks → migration steps
- Review: what can fail, who owns the data, how we observe it, how we roll back
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

