papermill

Plugin papermill from marketplace queelius-plugins in Abdulqudduz/claude-anvil. Commands read from the repo's manifest — 19 days ago.

Skills (13)

• draft

  Launch a multi-agent writing system with specialist writers for literature, formal content, methodology, and results, orchestrated by a lead author. Produces a manuscript draft and section-level artifacts in .papermill/drafts/. Updates .papermill/state.md.

• experiment

  Design rigorous experiments for a research paper: hypothesis formulation, variable identification, methodology selection, and success criteria. Produces a structured experiment plan with reproducibility in mind.

• init

  Initialize a paper repository: discover structure, infer format, gather author info, and create .papermill/state.md. On existing repos, refresh mode adds missing schema fields without overwriting data. Migrates legacy .papermill.md to .papermill/state.md automatically.

• outline

  Design paper structure: generate a section-by-section outline with purpose, key content, estimated length, and narrative arc. Adapts to paper type and venue conventions. Updates .papermill/state.md.

• polish

  Perform final pre-submission checks: formatting, citations, figures, metadata, and build verification. Systematic checklist identifies remaining issues and suggests fixes.

• prior-art

  Conduct a systematic literature survey. Reads the thesis from .papermill/state.md, searches academic sources, classifies references, identifies gaps, generates BibTeX, and updates the state file. Can launch the surveyor agent for deeper autonomous search.

• proof

  Develop, verify, or refine mathematical proofs: strategy selection, logical-correctness checks, gap identification, and clear presentation. Works with existing drafts or constructs from scratch.

• review

  Launch a multi-agent editorial review with 8 specialists (2 literature scouts plus 6 domain reviewers) orchestrated by an area-chair agent. Produces a unified report plus specialist reports in .papermill/reviews/. Updates .papermill/state.md.

• revise

  Apply fixes from a multi-agent review report. Launches the reviser orchestrator, which triages the findings in .papermill/reviews/, dispatches section-writer specialists per finding domain, verifies each fix with the owning review specialist, and writes a revision report paired with the review. Clos

• simulation

  Design Monte Carlo simulations for theoretical validation: sample size determination, convergence diagnostics, and result presentation. Specialized for statistical methodology papers.

• status

  Display a read-only dashboard for paper project status: stage, thesis, experiments, review history, venue, and suggested next action. Reads .papermill/state.md.

• thesis

  Extract or refine a paper's central claim and novelty via Socratic dialogue or existing-draft analysis. Two modes: extract from a draft, or explore and sharpen a new idea. Updates .papermill/state.md.

• venue

  Identify and evaluate publication venues. Considers scope, impact factor, review timeline, acceptance rate, and fit. Produces a ranked shortlist with submission strategy guidance. Updates .papermill/state.md.

Subagents (16)

• citation-verifier

  Verifies citation accuracy, relevance, and related-work fairness using web search. Internal specialist dispatched by the papermill reviewer orchestrator via the Agent tool; not intended for direct invocation.

• formal-writer

  Drafts definitions, theorems, proofs, and formal analysis in rigorous LaTeX. Internal specialist dispatched by the papermill writer orchestrator via the Agent tool; not intended for direct invocation.

• format-validator

  Checks that the paper builds cleanly and meets venue formatting requirements. Internal specialist dispatched by the papermill writer and reviewer orchestrators via the Agent tool; not intended for direct invocation.

• literature-scout-broad

  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 the Agent tool; not intended for direct invocation.

• literature-scout-targeted

  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 the Agent tool; not intended for direct invocation.

• literature-writer

  Drafts related work and background sections from literature scout findings. Internal specialist dispatched by the papermill writer orchestrator via the Agent tool; not intended for direct invocation.

• logic-checker

  Verifies proof correctness, assumption sufficiency, and logical chain integrity. Internal specialist dispatched by the papermill reviewer orchestrator via the Agent tool; not intended for direct invocation.

• method-writer

  Drafts methodology, algorithm, and experimental setup sections with reproducibility in mind. Internal specialist dispatched by the papermill writer orchestrator via the Agent tool; not intended for direct invocation.

• methodology-auditor

  Audits experimental design, statistical rigor, and reproducibility. Internal specialist dispatched by the papermill reviewer orchestrator via the Agent tool; not intended for direct invocation.

• novelty-assessor

  Assesses whether claimed contributions are genuine advances over prior work. Internal specialist dispatched by the papermill reviewer orchestrator via the Agent tool; not intended for direct invocation.

• prose-auditor

  Evaluates writing quality, narrative structure, and notation consistency. Internal specialist dispatched by the papermill reviewer orchestrator via the Agent tool; not intended for direct invocation.

• results-writer

  Drafts results, analysis, and discussion sections that interpret findings honestly. Internal specialist dispatched by the papermill writer orchestrator via the Agent tool; not intended for direct invocation.

• reviewer

  Multi-agent review orchestrator. Acts as area chair: reads the paper, spawns literature scouts (parallel), then specialist reviewers (parallel), cross-verifies critical findings, and synthesizes a unified report to .papermill/reviews/. Launch from /papermill:review for thorough autonomous analysis.

• reviser

  Multi-agent revision orchestrator. Reads a review report from .papermill/reviews/, triages findings, dispatches the right section-writer specialist (or fixes directly), verifies each fix with the review specialist that owns the finding's domain, and writes a revision report paired with the source re

• surveyor

  Autonomous literature survey agent. Systematically searches academic databases, follows citation networks, and compiles a structured reference list with classifications and gap analysis. Launch from /papermill:prior-art for deep coverage. <example> Context: User wants a broad autonomous literature s

• writer

  Multi-agent writing orchestrator. Acts as lead author: reads context, plans the paper, spawns literature scouts and section writers in parallel, integrates drafts into a unified manuscript, and writes bookend sections (abstract, introduction, conclusion). Launch from /papermill:draft for autonomous

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