dk-agent-native-audit
Run comprehensive agent-native architecture review with scored principles. Audits a codebase against 8 agent-native architecture principles (Action Parity, Tools as Primitives, Context Injection, Shared Workspace, CRUD Completeness, UI Integration, Capability Discovery, Prompt-Native Features) by launching parallel sub-agents and producing a scored report. Use when the user wants to evaluate how agent-friendly their architecture is, or audit specific principles. Triggers on: 'agent native audit', 'architecture review', 'how agent-friendly is this', or /dk-agent-native-audit.
npx skills add majiayu000/claude-skill-registry --skill dk-agent-native-audit --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# /dk-agent-native-audit — Agent-Native Architecture Review Conducts a comprehensive review of the codebase against agent-native architecture principles, launching parallel sub-agents for each principle and producing a scored report. ## Context <audit_context> $ARGUMENTS </audit_context> ## Core Principles | # | Principle | One-liner | |---|-----------|-----------| | 1 | Action Parity | Whatever the user can do, the agent can do | | 2 | Tools as Primitives | Tools provide capability, not behavior | | 3 | Context Injection | System prompt includes dynamic context about app state | | 4 | Shared Workspace | Agent and user work in the same data space | | 5 | CRUD Completeness | Every entity has full Create, Read, Update, Delete | | 6 | UI Integration | Agent actions immediately reflected in UI | | 7 | Capability Discovery | Users can discover what the agent can do | | 8 | Prompt-Native Features | Features are prompts defining outcomes, not code | ## Workflow ### Step 1: Load reference material Read `references/agent-prompts.md` in this skill's directory to get the detailed prompt for each sub-agent. That file contains the exact instructions, search strategies, and output format for all
- Context
- Core Principles
- Workflow
- Step 1: Load reference material
- Step 2: Check for single-principle audit
- Step 3: Launch parallel sub-agents
- Step 4: Compile summary report
- Success criteria
What does the dk-agent-native-audit skill do?
Run comprehensive agent-native architecture review with scored principles. Audits a codebase against 8 agent-native architecture principles (Action Parity, Tools as Primitives, Context Injection, Shared Workspace, CRUD Completeness, UI Integration, Capability Discovery, Prompt-Native Features) by launching parallel sub-agents and producing a scored report. Use when the user wants to evaluate how agent-friendly their architecture is, or audit specific principles. Triggers on: 'agent native audit', 'architecture review', 'how agent-friendly is this', or /dk-agent-native-audit.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill dk-agent-native-audit --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.