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Architecture Characteristics Driven Design

Community
Sahil-SS9
architecture-characteristics-driven-design

Elicit the few driving quality attributes and give each a measurable target.

Overview

PublisherSahil-SS9
Repositoryagent-personas
Skill namearchitecture-characteristics-driven-design
Stars
67
Forks
4
Bundled files
1
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 1 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by Sahil-SS9 on GitHub. Read the source before you install it.

Installation

Install the Architecture Characteristics Driven Design AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/Sahil-SS9/agent-personas/tree/main/skills/architecture-characteristics-driven-design
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/Sahil-SS9/agent-personas.git /tmp/agent-personas
mkdir -p .claude/skills
cp -r /tmp/agent-personas/skills/architecture-characteristics-driven-design .claude/skills/architecture-characteristics-driven-design
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Architecture Characteristics Driven Design in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Architecture Characteristics Driven Design on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Architecture Characteristics Driven Design is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Architecture-characteristics-driven design

Design from the qualities the system must exhibit, not from a favourite technology.

When to use

At the start of any system design, before drawing structure or naming tools.

Procedure

  1. Elicit candidate characteristics from the problem + constraints: performance, scalability, availability, latency, security, evolvability, cost, operability, data integrity.
  2. Rank ruthlessly. Mark at most the 3-5 that actually shape structure as "driving". An "everything is critical" list is a non-decision — force trade choices.
  3. For each driving characteristic, write a measurable fitness target (e.g. p99 < 200 ms, RTO < 5 min, 99.9% monthly availability). Drop any "-ility" you cannot make testable; it is an aspiration, not a requirement.
  4. Record the implicit characteristics you are consciously NOT optimising, so later reviewers know the trade was deliberate.

Decision rules

  • No structure decision is justified until its driving characteristic is named and quantified.
  • Prefer the characteristic the domain truly needs over the strongest available (strong consistency and five-nines have real cost).
  • If two driving characteristics conflict (e.g. latency vs strong consistency), state the conflict and the chosen balance explicitly.

Pitfalls

  • Copying a reference architecture's characteristics instead of eliciting the system's own.
  • Untestable adjectives ("fast", "secure") passed off as requirements.

Done

A ranked, quantified list of driving characteristics with deliberate non-goals, ready to drive structure.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Architecture Characteristics Driven Design AI skill do?

Elicit the few driving quality attributes and give each a measurable target.

Why use Architecture Characteristics Driven Design on TypingMind?

Because you install it once and use it with any model. Architecture Characteristics Driven Design is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Architecture Characteristics Driven Design in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/Sahil-SS9/agent-personas/tree/main/skills/architecture-characteristics-driven-design. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Architecture Characteristics Driven Design?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Architecture Characteristics Driven Design?

As many as you like. As long as a model supports skills, you can use Architecture Characteristics Driven Design with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Architecture Characteristics Driven Design AI skill free?

Yes. It is published on GitHub by Sahil-SS9 under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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