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Tool reviews

Academic Research Skills
Academic Research Skills ★★★★★

ai-tools

Full-pipeline academic research framework for Claude Code covering deep research, paper writing, peer review, and workflow orchestration with human-in-the-loop design

[claude-code, academic, research, writing, peer-review, literature-review, skill]
agent-skills
agent-skills ★★★★★

ai-tools

23 production-grade engineering skills for AI coding agents by Addy Osmani (Google Chrome). Covers the full Define-to-Ship lifecycle with Doubt-Driven Development for adversarial self-verification, Anti-rationalization Tables to prevent shortcutting, and 3 specialist personas for parallel review. Pure Markdown, zero dependencies. MIT licensed.

claude-code-skillengineeringdddcode-quality
hyperframes
hyperframes ★★★★★

ai-tools

HeyGen's open-source HTML-to-Video rendering framework. Define video composition tracks with standard HTML data attributes, preview in browser, render to MP4 via Headless Chrome and FFmpeg. Agent-first with built-in Claude Code skills, GSAP/Lottie/Three.js support, 50+ catalog components, and deterministic rendering. 8,406 stars, Apache-2.0.

video-renderinghtmlagenttypescriptgsap
learn-harness-engineering: A Systematic Course on AI Coding Agent Harness Design
learn-harness-engineering: A Systematic Course on AI Coding Agent Harness Design ★★★★☆

ai-tools

A 12-lecture open-source course that teaches you how to build reliable AI coding agent sessions through structured harness engineering. Best for developers who already use AI agents but struggle with consistency. The bundled harness-creator skill alone is worth a look. Limited by its Electron-app focus.

ai-agentharness-engineeringdeveloper-tools
andrej-karpathy-skills
andrej-karpathy-skills ★★★★☆

ai-tools

Installable version of Karpathy's four principles, a 65-line CLAUDE.md that addresses LLM coding agents' silent assumptions, over-engineering, and orthogonal edits

[claude-code, cursor, behavior-engineering, coding-guidelines, skill]
Understand Anything
Understand Anything ★★★★☆

ai-tools

Converts any codebase or knowledge base into an interactive knowledge graph using tree-sitter static analysis plus LLM semantic reasoning, supporting 15+ AI platforms

[claude-code, code-understanding, knowledge-graph, visualization, multi-platform, skill]