Architectural decision-making framework.
AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate).
Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive…
Break out of conventional thinking. Use when: brainstorming feels predictable, standard approaches have failed, creative challenges need…
Use when about to soften critical feedback into vague hedges, or when the operator suspects an agent (this one or another) is sugarcoating…
Generate timed, transition-cued speaker notes calibrated to talk duration and audience profile, with lightweight preference gathering.
Manages spec-driven development workflows, requirement tracking, and automated review gates directly within Git repositories.
Coordinate engineering changes with an OpenSpec-inspired, risk-scaled workflow that persists requirements, design decisions, tasks, plan…
Drive a spec-first workflow for substantial features by writing PRODUCT.md before implementation, writing TECH.md when warranted, and…
Specification-Driven Development (SDD) toolkit.
Turns a messy idea or brain dump into a clear, actionable task specification by asking targeted questions until nothing is vague, then…
Use after brainstorming or when you have requirements/PRD to break down into implementation work.
Use when the user says 'build me an app', 'create a project from this spec', 'scaffold a new repo', 'generate a starter', 'turn this idea…
Transform a vague idea or brain dump into a clear and actionable task specification by asking targeted questions until…
For specialists: Special cases and edge cases in intellectual property law: defines standards, burden of proof, and counterarguments…
Turn a significant or unclear change into an evidence-aware specification and an ordered, verifiable implementation plan.
Consistency Checker - Audit spec, plan, tasks, constitution, and evidence for gaps and conflicts.
Backlog Manager - Manage Ideas, Pending Requests and scan TODO/FIXME from codebase.
Requirements Validator - Build an evidence-linked checklist from a specification and verify its status.
Artifact Comparator - Compare versions of specs, plans, tasks, or code and trace downstream impact.
Manage AI personality and behavioral orientation for the project.