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lllllllama/ai-paper-reproduction-skill

11 resources in this repository

GitHub
🎯11

🎯Skills11

🎯paper-context-resolver🎯Skill

Companion skill for AI paper reproduction that resolves paper context, references, and dependencies needed when reproducing AI research implementations.

paper-context-resolver
🎯env-and-assets-bootstrap🎯Skill

Sub-skill for README-first AI paper reproduction that prepares a conservative conda-first environment plus checkpoint, dataset, and cache path assumptions before any run attempt.

env-and-assets-bootstrap
🎯repo-intake-and-plan🎯Skill

Helper skill for README-first AI paper reproduction that scans a repository, extracts documented commands, and returns the smallest trustworthy inference, evaluation, and training plan.

repo-intake-and-plan
🎯minimal-run-and-audit🎯Skill

Executes and audits the selected smoke test, documented inference, or evaluation command during README-first AI paper reproduction, writing standardized `repro_outputs/` evidence and patch notes.

minimal-run-and-audit
🎯ai-paper-reproduction🎯Skill

README-first AI paper reproduction skill that helps reproduce AI papers by choosing the smallest trustworthy documented target with minimal, auditable code changes.

ai-paper-reproduction
🎯ai-research-reproduction🎯Skill

A lane-aware skill repository for deep learning research workflows that separates trusted reproduction tasks from exploratory candidate work, shipping 11 skills with 42 test scripts across Windows and Linux for use with Claude Code, Codex, and Agent Skills.

ai-research-reproduction
🎯explore-code🎯Skill

Skill

explore-code
🎯run-train🎯Skill

Skill

run-train
🎯explore-run🎯Skill

Skill

explore-run
🎯safe-debug🎯Skill

Skill

safe-debug
🎯analyze-project🎯Skill

Skill

analyze-project