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AI Engineering Toolkit

ai-engineering-toolkit

sickn33/antigravity-awesome-skills

Provides six structured AI engineering workflows—from prompt evaluation and context budgeting to RAG architecture, security audits, evaluation harnesses, and product sense coaching—ensuring repeatable, CI/CD-friendly decisions before deployment.

MiniMax Review Loop

auto-review-loop-minimax

wanshuiyin/Auto-claude-code-research-in-sleep

Autonomous loop that submits research context to MiniMax-M2.7, parses reviewer feedback, and iterates through fixes until a positive assessment or max rounds is reached, using compact state persistence for long runs.

AI BEC Detection System

detecting-business-email-compromise-with-ai

mukul975/Anthropic-Cybersecurity-Skills

Deploys AI and NLP-powered detection to spot business email compromise by analyzing writing style, behavioral context, and intent, then integrates baselines, transformer models, and response workflows to surface impersonation attempts that rule-based filters miss.

Critical Research Review Workflow

research-review

wanshuiyin/Auto-claude-code-research-in-sleep

Provides a Codex-powered workflow that orchestrates multi-round, high-reasoning GPT research reviews, capturing context, criticisms, follow-ups, experiments, and documentation.

Claude Context Budget

affaan-m/everything-claude-code

Analyzes Claude Code session components to estimate token usage, flag bloated agents/skills/rules/MCP servers, and deliver prioritized savings recommendations plus optional verbose breakdowns before adding new pieces.

Math Olympiad Solver

anthropics/claude-plugins-official

Handles IMO/Putnam/USAMO/AIME style problems by generating refined proofs, then running a fresh-context adversarial verifier to catch flaws, finally producing honest confidence reports and verified PDFs when possible.

Reviewer Ablation Planner

ablation-planner

wanshuiyin/Auto-claude-code-research-in-sleep

Guides ML teams through reviewer-style ablation planning, covering context gathering, structured experiment design, feasibility checks, and compute-aware sequencing before implementation.

Transformers.js ML Toolkit

transformers-js

sickn33/antigravity-awesome-skills

Run Hugging Face models directly in JavaScript/TypeScript for text, vision, and speech tasks without backend servers, using Transformers.js in Node.js or modern browsers with WebGPU, quantization, and pipeline abstractions for efficient inference.

Objection Preemption Guide

objection-preemptor

sickn33/antigravity-awesome-skills

A cognitive-behavioral persuasion framework that maps likely customer objections ahead of time, ranks them by psychological intensity, and neutralizes them in-context using inoculation-like, autonomy-preserving messaging so sales funnels avoid reactance.

Agent Introspection Debugging

agent-introspection-debugging

affaan-m/everything-claude-code

Structured workflow that has an AI agent capture failures, diagnose root causes, apply minimal recovery steps, and report introspection to avoid repeat loops or context drift.

Model Armor Prompt Sanitizer

gws-modelarmor-sanitize-prompt

googleworkspace/cli

Sanitize user prompts through Google Model Armor templates via the gws CLI command, ensuring outbound safety and supporting stdin, text, or explicit JSON inputs for prompt filtering.

OpenViking Memory Manager

openviking-memory

volcengine/OpenViking

Plugin guide for OpenViking that automates capturing key conversation facts, recalling relevant context at prompt time, and exposing recall/store/forget tools plus deployment and troubleshooting steps for long-term memory usage.

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