claude

ai-native

Extends core with AI self-learning and skill creation — for users who want Claude to improve with their personal workflow over time.

0 on GitHubby phantien133v0.1.0MITupdated 2 months agoworkflow
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Plugin ai-native from marketplace dotclaude in phantien133/dotclaude. Commands read from the repo's manifest — 1 month ago.

What it installs

Skills (5)

  • ai-regression-testing

    Regression testing strategies for AI-assisted development. Sandbox-mode API testing without database dependencies, automated bug-check workflows, and patterns to catch AI blind spots where the same model writes and reviews code.

  • continuous-learning-v2

    Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents. v2.1 adds project-scoped instincts to prevent cross-project contamination.

  • doc-coauthoring

    Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc

  • skill-creator

    Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better t

  • dotclaude-component-picker

    Use when picking, vendoring, porting, or syncing agents, skills, commands, hooks, or rules from any upstream source (ECC = everything-claude-code, anthropic-skills, mcp-servers, wshobson/agents, or other external repos) into this dotclaude project's claudekit/ directory. Trigger on phrases like "pic

Slash commands (1)

  • /ai-native:setup-dotclaude-preset-hooks

    Wire or unwire hooks for the installed dotclaude preset. Run when you want to enable or disable individual hooks in settings.json.

View source on GitHub

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