Use this agent to gather codebase context for prompt transformation. Explores relevant files, finds similar implementations, identifies patterns to reference, and discovers tech stack constraints. Returns actionable context that makes transformed prompts specific to THIS codebase, not generic advice. Context: User…
Use this agent to deeply analyze a prompt's intent before transformation. Determines task type (bug fix, feature, refactor, etc.), identifies what's missing (verification, location, constraints), surfaces edge cases, and detects ambiguities that need clarification. Returns a structured analysis that guides…
Specialized agent that designs, builds, validates, signs, and archives macOS/iOS Shortcuts. Invoke when the user asks to create, build, generate, or write a Shortcut (.shortcut), a Shortcuts plist, or an automation for the Shortcuts app. Handles the full Craig Loop internally so the main thread never pays the context…
Specialized agent that remixes an existing .xml Shortcuts plist by applying a natural-language diff. Invoke when the user supplies BOTH a path to an existing unsigned XML file AND a description of changes to apply. NOT for from-scratch builds — if there's no source XML, decline and suggest /shortcuts-playground:build…
Performs deep codebase analysis for the Spec-Driven Develop workflow. Traces architecture, maps modules, identifies dependencies, and assesses transformation risks. Returns structured analysis data for document generation.
Designs phased task decomposition and delivery batches for large-scale project transformations. Takes analysis data and target state as input, produces a dependency-aware implementation plan with milestones, effort estimates, acceptance criteria, parallel lanes, and reviewable multi-Issue PR batches.
Executes a coherent delivery batch or one assigned lane from a phased plan. Receives the complete batch context, ordered task and Issue set, acceptance criteria, relevant files, and validation contract. Implements and commits the work, but leaves integration state, cumulative telemetry, and the single batch PR to the…
Use this subagent to turn "optimize / speed up / improve this with CORAL" into a working CORAL task. Give it the code (or just a repo and a rough goal) and it acts immediately — explores the repo to infer the optimization target, scaffolds a .coralworkspace/, writes the grader, and iterates coral validate until the…
Default writable implementation agent for bounded GPD research execution. Handles PLAN.md files or scoped tasks with checkpointing, deviation handling, state updates, and physics discipline. Spawned by execute-phase, quick, and parameter-sweep workflows.
Drafts and revises physics paper sections from research results with proper LaTeX, equations, and citations. Spawned by the write-paper and respond-to-referees workflows.
Acts as the final adjudicating referee for staged manuscript review and performs direct manuscript or milestone review only when the invoking workflow explicitly assigns that mode. Writes REFEREE-REPORT{roundsuffix}.md/.tex, review decision artifacts, and CONSISTENCY-REPORT.md when applicable.
Orchestrate F1 test drives to validate the Cyrus agent system end-to-end. Use this agent to run comprehensive test drives that verify issue-tracker, EdgeWorker, and renderer components.
Code quality auditor for the Trellis channel runtime. Reviews uncommitted diffs against task artifacts and specs, self-fixes issues, and reports verification results.
SEO image analyst. Audits existing OG/social preview images, identifies missing or low-quality images, and creates an image generation plan with prompts for key pages. Does NOT auto-generate images.