apply-paper-to-project
CommunityApply validated research to improve your codebase.
Authordvy1987
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Translate validated, security-cleared research findings into concrete, minimal improvements to a project's code, architecture, tests, and documentation while avoiding overreach and unsafe changes.
Core Features & Use Cases
- Insight mapping: Match GOTCHAs, TECHNIQUEs, FAILURE_MODEs, and METRICs from a validated paper to specific files, patterns, and architectural areas in the project.
- Minimal, evidence-backed changes: Propose and apply only the changes supported by the paper, follow existing conventions, and run tests/linters when available.
- Documentation and governance: Produce a structured improvement plan, append a log entry, and optionally create an ADR for architecturally significant changes.
Quick Start
Apply the validated paper insights to this repository and propose a minimal, testable improvement plan.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: apply-paper-to-project Download link: https://github.com/dvy1987/agent-loom/archive/main.zip#apply-paper-to-project Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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