architecture-synthesis
Design Agent Framework Architectures
Designing an agent framework requires clear primitives, interfaces, and execution rules. This skill turns prior analysis into a reference architecture and implementation roadmap.
Install with my Agent
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "architecture-synthesis" from https://skillstore.io/skills/dowwie-architecture-synthesis.md and its manifest at https://skillstore.io/api/skills/dowwie-architecture-synthesis/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.Your Agent should still show its plan and request any confirmation required by the security policy.
Agent-readable resources
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Test it
Using "architecture-synthesis". A team has selected common agent design patterns and needs a reference architecture.
Expected outcome:
A document with primitive definitions, protocol responsibilities, an execution-loop narrative, a layer diagram, and a phased roadmap.
Using "architecture-synthesis". An engineering lead wants consistent tool, memory, and LLM interfaces before coding.
Expected outcome:
A set of interface descriptions, method responsibilities, expected results, and integration boundaries for the implementation team.
Using "architecture-synthesis". A product manager needs implementation milestones for an agent framework MVP.
Expected outcome:
A roadmap covering core types, provider integration, robustness work, extensibility, production readiness, and documentation deliverables.
Security Audit
SafeAll static findings are false positives caused by Markdown code fences, inline backticks, and Mermaid artifact names. SKILL.md contains architecture templates and diagrams only; I found no executable shell commands, reconnaissance logic, exfiltration intent, or prompt injection text.
Risk Factors
⚙️ External commands (21)
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<iframe src="https://skillstore.io/embed/skills/dowwie-architecture-synthesis.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>Academic citations (APA · BibTeX · CFF)
APA citation
Dowwie. (2026). architecture-synthesis security audit report (audit version 8) [Author version unspecified]. Skillstore. https://skillstore.io/skills/dowwie-architecture-synthesis/audits/8BibTeX citation
@techreport{dowwie-dowwie-architecture-synthesis-2026,
author = {Dowwie},
title = {architecture-synthesis security audit report (audit version 8)},
institution = {Skillstore},
year = {2026},
number = {8},
url = {https://skillstore.io/skills/dowwie-architecture-synthesis/audits/8},
note = {Author version unspecified}
}CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "architecture-synthesis security audit report (audit version 8)"
version: "unspecified"
type: report
authors:
- name: "Dowwie"
date-released: "2026-07-06"
url: "https://skillstore.io/skills/dowwie-architecture-synthesis/audits/8"
identifiers:
- type: other
value: "skillstore:dowwie-architecture-synthesis:audit:8"
description: "Skillstore immutable audit report identifier"
Skillstore Score
Why this score Evidence Confidence: HighWhat You Can Build
Plan a New Agent Framework
Turn framework research into a concrete architecture with primitives, interfaces, and execution flow.
Standardize Agent Interfaces
Define shared contracts for LLM calls, tools, memory, results, and callbacks before implementation.
Prepare Implementation Work
Convert design decisions into phased milestones, documentation artifacts, and example deliverables.
Try These Prompts
Use architecture-synthesis to draft a reference architecture for a simple agent framework. Include primitives, protocols, loop design, and roadmap.
Use architecture-synthesis with my requirements and comparative matrix. Highlight which primitives, interfaces, and execution rules satisfy each requirement.
Use architecture-synthesis to define extension points for tools, memory, callbacks, streaming, and error handling in an agent framework.
Use architecture-synthesis to create a production-ready architecture brief. Include provider integrations, observability, failure modes, implementation phases, and validation criteria.
Best Practices
- Provide the comparative matrix, anti-pattern catalog, and design requirements before using the skill.
- Review generated primitives and protocols with implementers before starting production code.
- Treat diagrams and roadmap phases as planning artifacts, then validate them against real constraints.
Avoid
- Do not use the architecture as a security review or production readiness assessment.
- Do not skip requirements and ask for a full framework design from vague goals.
- Do not assume the Python examples directly fit every runtime or language.
Frequently Asked Questions
What does this skill produce?
Does it write implementation code?
What inputs work best?
Can I use it with Claude, Codex, and Claude Code?
Is it limited to Python?
Does it make security decisions?
Developer Details
Author
DowwieLicense
MIT
Skillstore revision
r1
Version notice
The author did not declare a version.
Repository
https://github.com/Dowwie/agent_framework_study/tree/main/.claude/skills/architecture-synthesisRef
72d5025b022c77f7a51bdf5c1637c689c80e89d1
Maintenance freshness
7/21/2026
Usage
4 downloads · 225 views
File structure
📄 SKILL.md