explore-code

We need to translate the given English text into German, preserving the name "explore-code" if it appears. The text is a description of an agent skill. The instruction says: "Translate only the text inside <text>. Do not include the name unless it appears in the source text." The name "explore-code" does not appear in the source text. So we just translate the text. Also preserve product names, protocol names, URLs, numbers, technical terms. The text has terms like "LoRA", "adapter layers", "backbone", "head", "rollback-aware records", "explore_outputs/", "current_research". These should be kept as is. Also "Rigor Improve implementation leaf skill" might be a proper name? It says "Rigor Improve implementation leaf skill" - likely a skill name. But the instruction says preserve product names, so keep "Rigor Improve implementation leaf skill" as is? Actually it says "Preserve product names, protocol names, URLs, numbers, and technical terms." "Rigor Improve" might

npx skills add https://github.com/lllllllama/rigorpilot-skills --skill explore-code

explore-code

Use this as the Rigor Improve implementation leaf skill. The installed slug remains explore-code for compatibility.

Use the shared operating principles in ../../references/agent-operating-principles.md; this skill should guide bounded candidate code work without over-prescribing implementation details.

When to apply

  • 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 not to apply

  • 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.

Clear boundaries

  • This skill owns exploratory code modifications only.
  • It must keep work isolated from the trusted baseline.
  • Use ai-research-explore instead when the task spans both current_research coordination and exploratory runs.
  • It may hand off execution to minimal-run-and-audit or run-train.
  • It should favor source-anchored copying and minimal adaptation over freeform rewrites.
  • It should record why a candidate change is meaningful, how to roll it back, and why it remains a candidate rather than a verified contribution.

Output expectations

  • explore_outputs/CHANGESET.md
  • explore_outputs/SCIENTIFIC_CHANGELOG.md
  • explore_outputs/COMPARABILITY_REPORT.md
  • explore_outputs/TOP_RUNS.md
  • explore_outputs/status.json

Notes

Use references/explore-policy.md, ../../references/research-rigor-principles.md, scripts/plan_code_changes.py, and scripts/write_outputs.py.

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