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Runner role helper for implementing and validating bounded changes in the repo working tree.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Launch bounded runner experiments as local background jobs without SSH.
Monitor local background experiment metadata, process state, logs, and result files.
Reader role helper for turning shared runtime evidence into the next bounded objective.
Use when the user gives a vague research direction for a new sub-PHD run and wants one-question-at-a-time refinement that is correct but not overly precise, leading to a candidate rewrite of person_program.md before any final write.
Use when the user wants an evidence-first, staged briefing of the current sub-PHD run window, including what the run did, progress versus person_program.md, which propositions have meaningful conclusions, what evidence supports them, and plain-language explanations of new concepts.
| name | runner-implementation |
| description | Runner role helper for implementing and validating bounded changes in the repo working tree. |
Use this role-local skill to keep execution concrete.
remote_result_dir so only the compact core artifacts remain for watch sync.remote_result_dir.expected_output and why, write short plain-language lines that name the exact experiment, metric, file, or decision; avoid vague process-speak.