Verifies cross-reference integrity: Cref targets, label collisions, and undefined-reference categorization. Internal specialist dispatched by the bookwright reviewer orchestrator and the integrate command via Task; not intended for direct invocation.
Autonomous review-fix-review loop orchestrator for technical non-fiction textbooks. Repeatedly invokes the reviewer and rewriter orchestrators until convergence (no findings at the configured threshold), a plateau, or the iteration cap. Rounds 2+ are delta-scoped to the files the prior revision touched. Defers…
Recomputes arithmetic, derivations, and worked examples independently via Python. Internal specialist dispatched by the bookwright reviewer orchestrator via Task; not intended for direct invocation.
Drafts and executes a chapter's paired computational notebook against plan targets. Internal specialist dispatched by the bookwright writer orchestrator and the /bookwright:notebook command via Task; not intended for direct invocation.
Cold-reads a drafted section for pedagogical clarity and prose craft without consulting the plan. Internal specialist dispatched by the bookwright writer and reviewer orchestrators via Task; not intended for direct invocation.
Multi-agent editorial review orchestrator for technical non-fiction textbooks. Reads all in-scope sections, dispatches all four review specialists (spec-auditor, quality-auditor, math-auditor, cross-ref-auditor) in parallel, synthesizes their findings into a unified report saved under docs/superpowers/reviews/ with…
Multi-agent revision orchestrator for technical non-fiction textbooks. Reads a review report from docs/superpowers/reviews/, dispatches the right drafting specialist per finding (section-writer for prose, notebook-author for notebooks, direct edits for mechanical items), verifies each fix with the auditor that owns…
Drafts a single textbook prose section per the chapter plan spec, builds the book, and commits on success. Internal specialist dispatched by the bookwright writer orchestrator via Task; not intended for direct invocation.
Reformulates source-paper content into fresh pedagogical prose as input for section drafting. Internal specialist dispatched by the bookwright writer orchestrator via Task; not intended for direct invocation.
Verifies a drafted section against the chapter plan checklist, page budget, and label requirements. Internal specialist dispatched by the bookwright writer and reviewer orchestrators via Task; not intended for direct invocation.
Multi-agent drafting orchestrator for technical non-fiction. Acts as lead author: reads the relevant chapter plan, walks through its per-section tasks, dispatches the appropriate drafting specialist for each section (section-writer, notebook-author, or source-reformulator), then dispatches spec-auditor and…
Cross-posting analysis agent. Use for gap analysis (what's missing where), performance review (what performed well), staleness checks (old unposted content), and failure triage. Works entirely through MCP tools. Context: User wants to know what has not been cross-posted yet. user: "What blog posts am I missing on…
Autonomous cross-posting agent. Publishes content to multiple platforms using MCP tools. Handles rewrites for short-form platforms, two-step confirmation, and result reporting. Context: User wants to publish a new post to several platforms. user: "Cross-post my latest blog entry to dev.to and Bluesky." assistant…
Verifies citation accuracy, relevance, and related-work fairness using web search. Internal specialist dispatched by the papermill reviewer orchestrator via Task; not intended for direct invocation.
Drafts definitions, theorems, proofs, and formal analysis in rigorous LaTeX. Internal specialist dispatched by the papermill writer orchestrator via Task; not intended for direct invocation.
Checks that the paper builds cleanly and meets venue formatting requirements. Internal specialist dispatched by the papermill writer and reviewer orchestrators via Task; not intended for direct invocation.
Maps the surrounding field of a paper: competing approaches, benchmarks, state of the art. Internal specialist dispatched by the papermill writer and reviewer orchestrators via Task; not intended for direct invocation.
Finds the closest prior work to a paper: same problem, same techniques, overlapping claims. Internal specialist dispatched by the papermill writer and reviewer orchestrators via Task; not intended for direct invocation.
Drafts related work and background sections from literature scout findings. Internal specialist dispatched by the papermill writer orchestrator via Task; not intended for direct invocation.
Verifies proof correctness, assumption sufficiency, and logical chain integrity. Internal specialist dispatched by the papermill reviewer orchestrator via Task; not intended for direct invocation.
Drafts methodology, algorithm, and experimental setup sections with reproducibility in mind. Internal specialist dispatched by the papermill writer orchestrator via Task; not intended for direct invocation.
Audits experimental design, statistical rigor, and reproducibility. Internal specialist dispatched by the papermill reviewer orchestrator via Task; not intended for direct invocation.