PaperSmith AI

PaperSmith AI — Command Center

Artificial Intelligence Laboratory · Universidad Nacional de Colombia

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Proposal: Loading...
Active Run
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Gates Passed
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Verified run control
PDF Document
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Word Export
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⚡ Overall Pipeline Flow — Stage Status
💡 0 Passed (Lit) ⚡ 0 In Progress (Active) ⚫ 0 Pending (Unlit)
Phases of the Methodological Writing Pipeline
Click any phase to inspect its details and dependencies
Review and Formal Validation Gates
Quality, consistency and cross-dependency review
Interactive Architecture and Flow Diagram (Archify)
SHOWCASE · PASSED Open in a new tab ↗
Agents of the smith project
Role, skill, stage, tools and phase(s) each agent takes part in · click a column to sort

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INITIAL PHASE EDITORIAL TARGET FORMAL SPECIFICATION

🧠 Concept Map of the Proposal & Formal Mathematical Model

Rigorous mathematical formalization of the input and output domains, governing equations, methodological formulation and associated optimization problems for the project.

👤 Authors: No author assigned ⚡ Status: Deliberation and formal scaffolding
💡 1. Executive Summary of the Proposal & Scientific Novelty
DELIBERATION STAGE

🚨 Problem Statement & Scientific Gap

The research problem and the technical gap are formalized during Phase 4, proposal deliberation.

✨ Novelty Pillars of the Proposal

🔬 Scientific Hypotheses

🗺️ 2. Concept Map of the Architecture & Data Flow
Layers of the proposed system, from input to analysis
📐 3. The paper's mathematics
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Experiments: proof of concept and full experiments

Convergence, figures, tables, statistical significance and remote runs read from implementations/<repo>/<Name>/Results/, next to the current protocol in experiments/.

Experiments tutorexperiments-tutor · consult and iterate the experimental design decisions

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Canonical Section Structure of the Manuscript
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Code Section and Official Title LaTeX File Words APA Citations Figures Status Structure & Rules
AI History: phases, gates and interactions
Click a phase to see its history
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Accumulated Tokens
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Measured prompt + completion
Total Tool-Uses
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Recorded tool calls
Measured Phases
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Audited record in artefactos/pipeline
Cost and Duration Breakdown per Phase
Saved in artefactos/pipeline/_estado.md
Phase Gate Verdict Date Tokens Tool-Uses Duration
🌌 3D SOTA Constellation — Literature and Plausibility Atlas
Open in a new tab ↗
🖱️ Mouse sensitivity: Drag to rotate in 3D · Wheel for 3D zoom, smooth and continuous · To scroll the page, scroll over this bar or use Shift + wheel.
🔬 Scientific Manuscript: Journal article compiled from the LaTeX scaffolding and the canonical blocks in sections/ and paper/main.tex.
Open the PDF in a new tab ↗
Suggested journals
Visual QA of the manuscript

Measured on the compiled PDF after every compile: text past the text block, figure and table text below 0.70 times the body size, and Overfull boxes.

📄 main.pdf — pages Dynamic Build
p. / 1
120%
⬇ Download

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Smith Doctor: project health
Same table as smith doctor
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Artifact and Writing Rules Explorer
Native web view of section rules, canonical contracts and the formulation cycle's documents
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Web Explorer of Artifacts and Rules

Select any artifact in the side list to view its specifications, writing rules and canonical contracts in an interactive native web format.

Phase Detail

💬 Add a Review Comment

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🚀 Run the Editorial Changes in the Project

The agent will process the editorial marks on the LaTeX source of the active run:

ℹ️ Struck-through texts will be deleted from the corresponding LaTeX sections. Comments will be inserted as review annotations and the marked texts will be humanized with the estilo-natural-es skill. Finally, the PDF is recompiled.

Running the Editorial Changes...

Editing the LaTeX sections, applying humanization and recompiling the PDF. Please wait...

✅ Run Completed Successfully