Use when creating a Linear bug report ticket from conversation context, investigation findings, or user-provided evidence.
Use when creating a Linear feature request ticket from conversation context, a brief description, or code/PR analysis.
Writes documentation, commit messages, and PR descriptions optimized for the NEXT AI session to understand the project cold.
Summarize the current session into a lean, AI-only handoff doc so the next agent can resume cold in a fresh context.
Use when drafting, revising, or auditing an engineering-paper Introduction, especially when the motivation chain is weak, literature…
Author and maintain Jobs To Be Done entries for the Jidoka standard.
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).
Use whenever a task writes or modifies PHP code, including PHP files, embedded PHP, tests, scripts, endpoints, and PHP code snippets.
Create polished, fact-bound real-estate listing descriptions in the user's learned voice from supplied property details.
Write optimized SQL for your dialect with best practices.
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 drafting, revising, or auditing an engineering-paper Related Work section, especially when it reads as a paper-by-paper list…
Writing release notes articles for tldraw SDK releases.
Generate and compare exactly three code scaffolds through a write-review-execute loop, then recommend the best solution using weighted…
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…
Use when writing or modifying the kimi-code terminal UI in apps/kimi-code/src/tui — components, dialogs/selectors, slash commands, themes…
Create a Tutorial class with interactive steps and track registration
Professional writing assistant for PM documents.