Automate codebase improvement loops with constraint discovery and baseline capture.
npx skills add https://github.com/dhanesh/autoresearch --skill autoresearch-dhanesh
Please help me install this Agent Skill. Skill: autoresearch Source: https://github.com/dhanesh/autoresearch/tree/main Command: npx skills add https://github.com/dhanesh/autoresearch --skill autoresearch-dhanesh
This Skill orchestrates an autonomous loop that discovers evaluation constraints, runs improvements, and produces a formal learning report to drive measurable codebase quality gains.
Start autoresearch to begin constraint discovery and empower your project to improve over successive iterations.
High-intent search queries and answers about installing and using this skill.
Autoresearch automates iterative codebase improvement by running an autonomous loop that captures baselines, applies enhancements, and tracks progression while isolating changes on a dedicated git branch with safe rollback capabilities.
Hybrid constraint discovery analyzes your project to suggest concrete evaluation commands, establishing measurable criteria for the improve-evaluate-iterate loop to ensure codebase enhancements are quantifiable.
Autonomous codebase optimization orchestrates an automated loop for measurable quality gains across multiple axes. You need it when targeting structured constraints for iterative enhancements and formal learning reports in software projects.
Yes, automated code improvements are enforced via git-based isolation on a dedicated branch using a pre-flight permission manifest, ensuring safety and reproducibility with comprehensive rollback options.
Yes, the iterative code enhancement loop detects diminishing returns during progression tracking, halting unnecessary iterations and generating a rich markdown report with token accounting and trajectory analysis.
Autonomous loops require a preflight permission manifest to operate safely and rely on discovered evaluation constraints. Without clear baseline capture or suitable constraints, the iterative enhancement process may lack measurable targets.
EhraxCreates isolated git worktrees for feature work with verified ignore rules and project setup.
cstarleaAutomate pull request reviews for GitHub Copilot agents with inline comments.
yiwei79Evaluate and refine agent outputs through structured reflection loops.
luissimon96Automate bug discovery via static analysis, LSP diagnostics, and error catalog mining.
