Run the agent release gate — a portable, wire-level QA harness for the agent runtime. Drives the same product endpoint the playground drives and asserts on the SSE frame stream and real side effects, never on model prose, so it works against any deployment…
Pick and record the names of a new concept in every layer (database table and column, ORM model, DTO, route, JSON field, UI label), and give every stored item kind the same resource shape and the same actions. Holds the glossary format with an Avoid list, the…
Makes prose plain and easy to read, with common words, whole sentences, no dashes, no made-up terms and no comparisons. Use it when you write or revise a document, report, summary, README, email, slide, Notion page, commit message or PR description, or when…
Prepare a plain-language PR review briefing from a GitHub pull request URL or number. Use when the user says "help me review this PR", "summarize this PR for review", "what does this PR do", or wants the reason, systems involved, changes, risks, CI state, and…
Review one code change, or one design (an OpenSpec change, a spec draft or an architecture doc), for naming, consistency and layering, and rate it Low, Medium, or High. Looks for one concept with several names across layers (table, column, DTO, route, JSON…
Drive a researched and planned feature to a landed, tested change. Use after plan-feature has produced a docs/design/<project>/ workspace and the user says "implement it", "build the plan", "run the plan", or "let's ship this". Orchestrates refresh-plan,…
Keep documentation in sync with a code or contract change in the SAME PR. Use whenever you change an interface, wire field, endpoint, config field, default, harness/backend value, or runtime behavior, and after any implement-feature slice that lands such a…
Design and review interface parameters by semantic role: classify each field by what it IS (data, config, policy, credentials, routing, metadata, protocol context), who owns it, when it changes, and whether a standard name exists, not by the feature it…