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GitHub - Leonxlnx/unlazy: Anti-laziness skill for AI agents. Core: the Depth Tree method, which splits a task N layers deep and gives every leaf the full time budget of the whole task, so effort multiplies with depth. Grounded in 2025-2026 research on model laziness, underthinking and premature completion.

github.comSaved August 16, 202610 min

Preview of GitHub - Leonxlnx/unlazy: Anti-laziness skill for AI agents. Core: the Depth Tree method, which splits a task N layers deep and gives every leaf the full time budget of the whole task, so effort multiplies with depth. Grounded in 2025-2026 research on model laziness, underthinking and premature completion.

Leonxlnx · via GitHub

Summary

unlazy is a skill for AI coding agents that enforces file-based acceptance gates with runnable Node.js checks to block premature task completion.

The Depth Tree method decomposes work N layers deep, verifying each leaf unit against its own gates before integration. It installs via SKILL.md in Claude Code, Codex, and Cursor; a Stop hook that mechanically blocks turn-ending while gates are unmet is Claude Code only.

Topics

Task Decomposition Claude Code AI Agents Model Laziness Acceptance Gates

View on GitHub All Bookmarks

William's Bookmark Library

/**/

GitHub - Leonxlnx/unlazy: Anti-laziness skill for AI agents. Core: the Depth Tree method, which splits a task N layers deep and gives every leaf the full time budget of the whole task, so effort multiplies with depth. Grounded in 2025-2026 research on model laziness, underthinking and premature completion.

github.comSaved August 16, 202610 min

Leonxlnx · via GitHub

Summary

unlazy is a skill for AI coding agents that enforces file-based acceptance gates with runnable Node.js checks to block premature task completion.

The Depth Tree method decomposes work N layers deep, verifying each leaf unit against its own gates before integration. It installs via SKILL.md in Claude Code, Codex, and Cursor; a Stop hook that mechanically blocks turn-ending while gates are unmet is Claude Code only.

Topics

Task Decomposition Claude Code AI Agents Model Laziness Acceptance Gates

View on GitHub All Bookmarks

~/bookmarks

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Topics

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addyosmani/agent-skills: Production-grade engineering skills for AI coding agents.

GitHub - DietrichGebert/ponytail: Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

spring-ai-agent-utils/spring-ai-agent-utils at main · spring-ai-community/spring-ai-agent-utils

Discover Similar Content

Summary

Topics

Discover Similar Content

addyosmani/agent-skills: Production-grade engineering skills for AI coding agents.

GitHub - DietrichGebert/ponytail: Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

spring-ai-agent-utils/spring-ai-agent-utils at main · spring-ai-community/spring-ai-agent-utils