create-readmeCreate a README.md file for the project
design-phase-artifactsUse whenever the user asks to "do the design", "design this feature/change", produce design docs, write up an architecture, or plan a non-trivial change before implementation — this is the DESIGN phase of their AI-native SDLC. Trigger it even when they don't say "artifact" or name the documents. It
design-plan-docsGenerate the layered design-phase document set for a project — a north-star Project Intent doc plus Logic Design, Structural Design, Implementation Plan, and BDD Test Plan — each as a separate file under docs/design/, grounded in the maintainer's llm wiki and following a fixed content contract. Use
documentation-writerDiátaxis Documentation Expert. An expert technical writer specializing in creating high-quality software documentation, guided by the principles and structure of the Diátaxis technical documentation authoring framework.
iterative-build-loopExecution harness for driving a milestone-based implementation plan to a real, test-verified done — an outer loop over milestones, an inner ultracode loop per milestone (each milestone exits only when the end-to-end behavior test it unlocks actually RUNS green), plus a consolidation phase after ever
milestone-goal-promptResearch a GitHub/GitLab milestone's open issues in order to PRINT a copy-paste autonomous-loop prompt that drives the milestone to completion — BDD scenarios, adversarial gap-checking, a per-iteration Definition-of-Done gate (build, tests, zero lint, /code-review, /security-review, /ponytail:ponyta
schema-drift-playbookThree-part fix for schema drift between a strict validator/spec and looser data that producers actually emit. Use when: (1) lint/validation flags many pre-existing records as invalid, (2) emitters routinely omit or rename fields the spec requires, (3) the natural instinct is to fix the data OR the s
state-the-targetWhen writing any document an AI agent will later read — a spec, PRD, requirements doc, design doc, README scope section, or a system/agent prompt — state what you WANT (the target), not what you don't (the anti-target). Negative/exclusionary framing ("Non-goals", "is not", "does not", "never", "out