Author and maintain Jobs To Be Done entries for the Jidoka standard.
Design LLM-as-Judge evaluators for subjective criteria that code-based checks cannot handle.
Rules for logs and error handling that shorten a root-cause hunt - log the decisions not the steps, wrap only the risky call, keep the…
Use when drafting, revising, or auditing an engineering-paper Method, Proposed Algorithm, or Solution section, especially when…
Write or develop an opinion piece (opiniestuk/op-ed).
Rewrite, restructure, translate, or audit academic manuscripts so first-time readers can identify the problem, contribution, evidence…
Picks the right writing register per output segment, automatically.
Use when a price or timeline is about to be sent to a client — especially when the number will be forwarded to a board, partner, or anyone…
Create a Tutorial class with interactive steps and track registration
Professional writing assistant for PM documents.
Document work and learnings for publication.
Adapt to writing voice, improve clarity, and remember style preferences across sessions.
Use when reading, editing, or generating a Bethesda Game Studio load-order file (plugins.txt / loadorder.txt) for Fallout 4, Skyrim…
Interview the user about a new project through rounds of grouped clarifying questions (each with a recommended default), then draft and…
Writing qdoc annotations for `aimeta` so the compiler publishes tables and functions correctly.
Use when a change chooses among meaningful alternatives whose rationale may be revisited, or when writing, updating, reviewing, or…
Builds and repairs persuasive arguments by surfacing the warrant, auditing evidence, addressing counterarguments, and identifying…
Where writing artifacts live — kb for durable knowledge, work directory for scratch.
Write in John Wiegley's authentic voice.
Use when creating or updating CLAUDE.md files for projects or subdirectories - covers top-level vs domain-level organization, capturing…
Gates whether a code comment should exist and forces the ones that stay to explain why, not what.