explore-code
Agent skill from lllllllama/rigorpilot-skills.
What it does
- When the researcher explicitly authorizes exploratory code changes on an isolated branch or worktree.
- When the task is source-anchored module transplant, backbone adaptation, LoRA or adapter insertion, or low-risk module combination.
- When summary-level recording is sufficient and the result is a candidate, not a trusted conclusion.
- When the request is for trusted baseline work, conservative debugging, or normal training execution.
- When the user did not explicitly authorize exploratory modifications.
- When the task is a broad refactor or a from-scratch idea implementation.
- This skill owns exploratory code modifications only.
Derived from the skill's own SKILL.md documentation · extracted 2026-07-23
Source
Repository: https://github.com/lllllllama/rigorpilot-skills
explore-code FAQ
What does the explore-code skill do?
Rigor Improve implementation leaf skill for auditable candidate implementation in deep learning research repositories. Use when the researcher explicitly authorizes exploratory work on an isolated branch or worktree to transplant modules, adapt a backbone, add LoRA or adapter layers, replace a head, or stitch together meaningful low-risk migration ideas with rollback-aware records in `explore_outputs/`. Do not use for end-to-end exploration orchestration on top of `current_research`, trusted baseline reproduction, conservative debugging, environment setup, verified contribution claims, or default repository analysis. When the researcher explicitly authorizes exploratory code changes on an isolated branch or worktree. When the task is source-anchored module transplant, backbone adaptation, LoRA or adapter insertion, or low-risk module combination.
How do I install explore-code?
Run: npx -y skills add https://github.com/lllllllama/rigorpilot-skills --skill explore-code --agent claude-code — the source lives at github.com/lllllllama/rigorpilot-skills.
Maintain explore-code?
Let people know it's listed here — add the badge (live metrics, light/dark aware) or a plain link to your README or docs.
[](https://getagentictools.com/skills/lllllllama-rigorpilot-skills-explore-code?ref=badge) npx agentictools info skills/lllllllama-rigorpilot-skills-explore-code The second line is the CLI lookup for this page — handy in READMEs and docs.
Related skills
paper-context-resolver Agent skill from lllllllama/rigorpilot-skills.
repo-intake-and-plan Agent skill from lllllllama/rigorpilot-skills.
run-train Agent skill from lllllllama/rigorpilot-skills.
env-and-assets-bootstrap Agent skill from lllllllama/rigorpilot-skills.
ai-research-explore Agent skill from lllllllama/rigorpilot-skills.
analyze-project Agent skill from lllllllama/rigorpilot-skills.