Provenance-hygiene inspects and strips AI provenance marks from named files the operator owns on this phone: invisible Unicode (Layer A)…
Removes git worktrees that have no uncommitted changes, plus any orphaned Docker containers left behind (matched via the compose…
Detect and remove the structural, lexical, and tonal tells that make prose read as machine-written or off-putting ("AI-isms").
Software architecture and UI/UX principles for building genuinely new solutions, not derivative work.
Render boxes and tables with proper emoji-aware alignment using box-drawing characters
MANDATORY: Use BEFORE showing ANY diff to user - transforms git diff into 4-column table with box characters (╭╮╰╯│).
Render an ARIS Markdown / JSON artifact (IDEA_REPORT, AUTO_REVIEW, KILL_ARGUMENT, PAPER_PLAN, research-wiki state, etc.) into a…
Render agent findings as a styled HTML report in the browser.
Use when asked to render, view in a browser, or share a spec / plan / design / brainstorm / handoff / notes markdown file as HTML…
When the user wants a defensible renewal revenue forecast for a book, segment, quarter or year — categories, dollars, confidence, and the…
Runs an open model in the cloud two ways, and makes the user choose with real numbers.
Give compact CRM context; not a full deal brief.
Replicate an existing cohort study's methodology on a different database.
Use when handling the Journal of Economic Theory (JET) data/code expectations — JET is theorem-proof oriented, but Elsevier Option C…
Use when assembling the data and code replication package for a Journal of the European Economic Association (JEEA) manuscript so it…
Use when assembling data, code, and spatial-data documentation for a Journal of Economic Geography (JEG) manuscript.
Use when assembling the data, code, and access documentation for a Journal of Health Economics (JHE) manuscript — where much health data…
Use when assembling the data and code replication package for a Journal of Law, Economics, and Organization (JLEO) manuscript — building…
Use when assembling the data and code replication package for a Journal of Political Economy (JPE) manuscript to DCAS / JPE Data Editor…
Use when assembling the data, code, and experiment materials for a Journal of Risk and Uncertainty (JRU) manuscript and writing its Data…
Use when assembling the data and code replication package for a Quarterly Journal of Economics (QJE) manuscript — required for accepted…