ak-dev-architecture
ak-dev-architecture is an Agent frameworks & building agents skill for AI agents, published by yaalalabs in the agent-kernel repository on GitHub. Skillspace rates ak-dev-architecture D (56/100) and it passed the safety scan; the rating is based on static analysis only.
Agent Kernel architectural principles, core abstractions, and design patterns. Use this skill when you need to understand the codebase structure, how components interact, or before making changes to core functionality. Covers Session, Agent, Runner, Module, Runtime, AgentService, AKConfig, tools, hooks, multimodal, conversation threads, the adapter pattern, and the AWS ECS containerized deployment classes (ECSIOHandler, ECSOutputConsumer, ECSAgentRunner, ECSSQSConsumer, QueueConsumer, ThreadRunner).
- Grade
- D
- Quality
- 56 / 100
- Safety
- Passed
- GitHub stars
- 93
Unproven: rated by static analysis only, not yet compared head-to-head.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 73 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- Low-risk patterns
- License
- Apache-2.0
- Adoption
- Adopted by 0 other repositories, in 0 collections
What the scanner flagged
- mentions secrets in text
Not checked yet
- Category is a classifier prediction; no model has read this skill yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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