Patterns and techniques for evaluating and improving AI agent outputs — self-critique loops, evaluator-optimizer pipelines, rubric-based scoring, and iterative refinement.
Based on adoption, maintenance, documentation, and repository signals. Not a security audit or endorsement.
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Sign in to claimScaffold GitHub repo metadata — issue templates and CI workflows. /github-scaffold picks the task; /create-issue-template and /scaffold-ci-workflow run the subtasks. Includes the branch-warden agent for automated branch prep and cleanup, and the issue-filer agent for lightweight issue creation.
dotknewtConcepts and techniques for memory and context engineering with LLMs — context window management, RAG patterns, red-team/adversarial-testing techniques for educational use, and defenses against prompt injection and jailbreaking.
dotknewtSearch, create, and manage notes in an Obsidian vault with wikilinks and index notes. Requires OBSIDIAN_VAULT_PATH to be set to the vault's absolute path.
dotknewtBuild and validate Docker artifacts — multi-stage Dockerfiles, and packaging MCP servers as containers runnable via the Docker MCP Gateway.
dotknewtLudus cyber-range toolkit — skills for the Ludus CLI, range configuration, environment guidance, and troubleshooting, plus a bundled MCP server for driving the Ludus API from Claude.
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npx claudepluginhub dotknewt/skills --plugin agentic-evalUltra-compressed communication mode. Cuts 65% of output tokens (measured) while keeping full technical accuracy by speaking like a caveman.
JuliusBrusseeFrontend design skill for UI/UX implementation
anthropicsMemory compression system for Claude Code - persist context across sessions
thedotmackMarketing skills for AI agents — conversion optimization, copywriting, SEO, paid ads, ad creative, and growth
coreyhaines31Comprehensive UI/UX design plugin for mobile (iOS, Android, React Native) and web applications with design systems, accessibility, and modern patterns
wshobsonStandalone image generation plugin using Nano Banana MCP server. Generates and edits images, icons, diagrams, patterns, and visual assets via Gemini image models. No Gemini CLI dependency required.
Lucklyric