microsoft/amplifier-bundle-systems-design

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# systems-design An Amplifier bundle that provides a structured systems design methodology for agentic development. Produces rigorous architectural output with tradeoff analysis, multiscale reasoning, and failure mode coverage. ## What it does Adds a `/systems-design` mode, specialist agents, design skills, and multi-step recipes to any Amplifier session. When activated, it guides structured exploration of system architecture before any code is written. ``` amplifier bundle add git+https://github.com/microsoft/amplifier-bundle-systems-design@main ``` Or as a behavior (no foundation, for composition into other bundles): ``` amplifier bundle add git+https://github.com/microsoft/amplifier-bundle-systems-design@main#subdirectory=behaviors/systems-design.yaml --app ``` ## Bundle structure ``` . ├── bundle.md # Root bundle (includes foundation + behavior) ├── bundle.dot / bundle.png # Composition diagram ├── behaviors/ │ └── systems-design.yaml # Wiring layer: hooks, tools, agents, context ├── agents/ │ ├── systems-architect.md # Deep reasoning (model_role: reasoning) │ ├── systems-design-critic.md # Adversarial review (model_role: critique) │ └── systems-design-writer.md # Document generation (model_role: writing) ├── context/ │ ├── instructions.md # Detection + routing standing orders │ ├── system-design-principles.md # 6 thinking tools │ ├── tradeoff-frame.md # 8-dimension analysis matrix │ ├── adversarial-perspectives.md # 5 review lenses │ └── structured-design-template.md # Output template ├── modes/ │ ├── systems-design.md # /systems-design — 8-phase exploration │ └── systems-design-review.md # /systems-design-review — 6-step evaluation ├── modules/ │ └── hooks-design-context/ # Hook: injects design doc awareness ├── recipes/ │ ├── systems-design-review.yaml # Staged, 2 approval gates │ ├── systems-design-exploration.yaml # Parallel 3-archetype generation │ └── codebase-understanding.yaml # Sequential survey ├── skills/ │ ├── adversarial-review/ # Fork skill (5 parallel review agents) │ ├── tradeoff-analysis/ # Inline skill │ ├── architecture-primitives/ # Inline skill │ ├── system-type-web-service/ # Inline skill │ └── system-type-event-driven/ # Inline skill └── docs/ ├── amplifier-facilities/ # Reference docs on Amplifier mechanisms │ └── agent-mechanisms.md # How all 7 mechanisms compose ├── agentic-system-design.md # Design methodology reference └── bundle-composition-strategy.md ``` ## Mechanisms used This bundle uses all seven Amplifier mechanisms. Each has a specific role: | Mechanism | Instances | Purpose | |-----------|-----------|---------| | **Modes** | `/systems-design`, `/systems-design-review` | Tool policy enforcement during design phases | | **Agents** | `systems-architect`, `systems-design-critic`, `systems-design-writer` | Isolated sub-sessions with focused model roles | | **Skills** | 5 (1 fork, 4 inline) | On-demand design expertise | | **Recipes** | 3 | Multi-step workflows with checkpointing | | **Hooks** | `hooks-design-context` | Ambient design doc awareness | | **Tools** | `tool-mode`, `tool-skills` (external) | Mode transitions and skill loading | | **Content** | 5 context files | Design principles, templates, standing orders | See `docs/amplifier-facilities/agent-mechanisms.md` for how these mechanisms compose and interact. ## Usage ### Interactive design sessions Enter design mode to explore a system architecture: ``` /systems-design ``` This constrains tools to read-only, injects design methodology guidance, and walks through 8 phases: scope, prior art, architecture generation (3 archetypes), tradeoff analysis, risk review, decision, documentation, and next steps. ### Design review Review an existing design document: ``` /systems-design-review ``` Six-step evaluation: read the document, identify claims, stress-test assumptions, analyze tradeoffs, grade coverage, and produce a findings report. ### Recipes Run multi-step workflows with agent handoffs: ```python # Architecture review (staged, 2 approval gates) recipes(operation="execute", recipe_path="@systems-design:recipes/systems-design-review.yaml", context={"target_path": "src/", "focus_areas": "authentication, caching"}) # Design exploration (parallel 3-archetype generation) recipes(operation="execute", recipe_path="@systems-design:recipes/systems-design-exploration.yaml", context={"problem_statement": "How should we handle user sessions at scale?"}) # Codebase understanding (sequential survey) recipes(operation="execute", recipe_path="@systems-design:recipes/codebase-understanding.yaml", context={"target_path": "src/"}) ``` ### Skills Load design expertise on demand: ``` load_skill(skill_name="tradeoff-analysis") load_skill(skill_name="architecture-primitives") load_skill(skill_name="adversarial-review") # Fork: spawns 5 parallel review agents ``` ### Agents Delegate directly to specialist agents: ```python delegate(agent="systems-design:systems-architect", instruction="Analyze the authentication architecture in src/auth/") delegate(agent="systems-design:systems-design-critic", instruction="Review this design document for blind spots", context_depth="recent") delegate(agent="systems-design:systems-design-writer", instruction="Write the design document from the analysis above", context_scope="agents") ``` ## Composition diagram The `bundle.dot` file contains a DOT graph showing all composition and runtime relationships. Render it: ```bash dot -Tpng bundle.dot -o bundle.png ``` Or open `dotviewer.html` in a browser to view it interactively. ## How it works The root `bundle.md` includes `amplifier-foundation` (for tools, agents, session management) and the `systems-design` behavior. The behavior wires everything together: 1. **Includes** the `modes` behavior (from `amplifier-bundle-modes`) for mode infrastructure 2. **Registers hooks**: `hooks-mode` (mode enforcement) and `hooks-design-context` (design doc awareness) 3. **Configures tools**: `tool-mode` (agent-initiated mode transitions) and `tool-skills` (pointed at local `skills/` directory) 4. **Declares agents**: Three specialists with different `model_role` values 5. **Injects context**: Design principles, tradeoff frames, adversarial perspectives, templates, and standing orders into the root session The context files are injected into the root session (~3,770 tokens total). Agents carry their own heavy context via `@mention` references, acting as context sinks. Skills are loaded on demand. Modes inject guidance ephemerally per turn. ## Development ### Adding a new skill Create a directory under `skills/` with a `SKILL.md` file following the [Agent Skills spec](https://agentskills.io/specification). The `tool-skills` module discovers it automatically. ### Adding a new mode Create a `.md` file under `modes/` with YAML frontmatter defining tool policies. `hooks-mode` discovers it via the `search_paths` config. ### Adding a new agent Create a `.md` file under `agents/` with `meta:` frontmatter. Add it to the `agents: include:` list in `behaviors/systems-design.yaml`. ### Adding a new recipe Create a `.yaml` file under `recipes/`. Reference your agents by their namespaced names (`systems-design:systems-architect`). ### The hook module `modules/hooks-design-context/` is a Python hook module that scans for `docs/designs/*.md` files and injects their inventory into agent context before every LLM call. To modify: ```bash cd modules/hooks-design-context # Edit amplifier_module_hooks_design_context/__init__.py # Test locally by running Amplifier with a local source override ``` ## Documentation | Document | Description | |----------|-------------| | `docs/amplifier-facilities/agent-mechanisms.md` | How Amplifier's 7 mechanisms compose (with architecture diagrams) | | `docs/agentic-system-design.md` | The design methodology this bundle implements | | `docs/bundle-composition-strategy.md` | Design decisions behind this bundle's structure | | `docs/amplifier-facilities/` | Individual reference docs for each mechanism | ## License MIT ## Contributing > [!NOTE] > This project is not currently accepting external contributions, but we're actively working toward opening this up. We value community input and look forward to collaborating in the future. For now, feel free to fork and experiment! Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit [Contributor License Agreements](https://cla.opensource.microsoft.com). When you submit a pull request, a CLA bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA. This project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/). For more information see the [Code of Conduct FAQ](https://opensource.microsoft.com/codeofconduct/faq/) or contact [opencode@microsoft.com](mailto:opencode@microsoft.com) with any additional questions or comments. ## Trademarks This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft trademarks or logos is subject to and must follow [Microsoft's Trademark & Brand Guidelines](https://www.microsoft.com/legal/intellectualproperty/trademarks/usage/general). Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos are subject to those third-party's policies.

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Structured tradeoff analysis methodology — the 8-dimension comparison frame, tradeoff matrix template, and common tradeoff patterns. Use when evaluating design alternatives, comparing technology choices, or when the answer is 'it depends.'

لغة النص الأصلي: الإنجليزية

2026-03-31

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