paper-loop

Plugin paper-loop from marketplace paper-loop-local in chenghang1989/Paper-Loop. Commands read from the repo's manifest — 1 month ago.

Skills (11)

• academic-writing

  Lean bilingual academic writing guide for economics and finance manuscripts. Use when drafting or revising English or Chinese paper sections and when the user needs clear contribution framing, evidence-driven paragraphing, and compact journal-style prose.

• data-pipeline

  Build, extend, or debug reproducible empirical data pipelines for paper projects, including variable construction, merges, diagnostics, summary tables, and output artifacts tied to paper-spec.md.

• full-loop

  Run multiple Paper Loop write rounds in Codex with early stopping, compact context discipline, score progression tracking, and remaining blocker synthesis.

• idea-formation

  Turn a seed topic into 2-3 researchable economics or finance paper ideas, stress-test each through an adversarial finance-rubric critique, recommend the strongest one, update paper-spec.md when the user chooses, and save logs/idea-note.md plus logs/idea-critique.md.

• init-paper

  Initialize a Codex-native economics or finance paper workspace. Use when the user asks to init paper, create a research project skeleton, set up paper-spec.md, AGENTS.md, reviews, logs, latex, code, data, output, references, or the standard Paper Loop project structure.

• literature-novelty

  Targeted literature search and novelty assessment for economics and finance papers. Use when the user needs related papers, closest prior work, overlap assessment, or a fast novelty check without loading a full literature review into context.

• novelty-check

  Check a paper idea against nearby economics and finance literature, identify the closest papers, judge overlap risk, and write logs/novelty-check.md.

• referee-report

  Draft a structured referee report for an academic paper from a PDF, manuscript, or text file, with major concerns, minor concerns, actionable revision suggestions, and recommendation.

• research-core

  Codex-native umbrella workflow for economics and finance paper projects. Use when the user needs workspace setup, idea formation, novelty checks, data pipelines, drafting rounds, full-loop academic automation, review synthesis, referee reports, or round-by-round scoring.

• review-status

  Report the current Paper Loop review trajectory from reviews/scoreboard.md and the latest scorecard, including blockers, score trend, and next action.

• write-round

  Run one Codex-native drafting or revision round for an economics or finance paper: plan, revise, create independent review passes, synthesize a scorecard, and update reviews/scoreboard.md.

Slash commands (8)

• /paper-loop:data-pipeline

  Build or extend data processing pipeline for empirical analysis.

• /paper-loop:full-loop

  Run several write-review rounds in sequence until the draft is stable.

• /paper-loop:idea-formation

  Turn a seed topic into 2-3 researchable paper ideas, stress-test each through a Codex expert critique, and populate paper-spec.md once one is chosen.

• /paper-loop:init-paper

  Initialize a lean paper workspace with the core files and folders.

• /paper-loop:novelty-check

  Check the paper idea against the closest recent literature and record the overlap risk.

• /paper-loop:referee-report

  Draft a structured referee report for a paper under review.

• /paper-loop:review-status

  Show the current review trajectory, latest blockers, and next action from the scorecard files.

• /paper-loop:write-round

  Execute one drafting or revision round with multi-model cross-review and a unified scorecard.

Subagents (4)

• review-a

  Run Review A (research rigor and evidence quality) on the current manuscript. Uses the Codex CLI for independent assessment of question, identification, and evidence.

• review-b

  Run Review B (writing quality and positioning) on the current manuscript. Uses Antigravity CLI (`agy`) for independent assessment of structure, flow, and interpretation. The underlying model is still Gemini; Antigravity CLI superseded the standalone `gemini` CLI in 2026.

• review-c

  Run Review C (econometric rigor and code/data execution) on the current manuscript. Specialist reviewer that actually opens code/, output/, and the data registry to verify that the empirical claims survive code-level scrutiny. Authoritative on the "Evidence and code" dimension.

• review-d

  Run Review D (theoretical model and derivation correctness) on the current manuscript. Specialist reviewer for asset-pricing and corporate-finance theory: SDF derivations, Euler equations, no-arbitrage / HJ-bound reasoning, contracting models, optimization first-order conditions, comparative statics

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