thesis-excellence

star 13

Multi-agent thesis review — dispatches specialized agents based on scope, synthesizes combined report

AlessandroCaforio By AlessandroCaforio schedule Updated 2/17/2026

name: thesis-excellence description: Multi-agent thesis review — dispatches specialized agents based on scope, synthesizes combined report

Thesis Excellence Review

Orchestrate a comprehensive multi-agent review of the thesis. The argument specifies the scope.

Scope Options

  • all — Review the entire thesis (all written chapters)
  • 04_methodology / 05_results / etc. — Review a specific chapter
  • code — Review all analysis notebooks
  • pre-submit — Full pre-submission check (everything)

Orchestration Procedure

Step 1: Compile

Run tectonic to verify compilation:

cd /Users/alessandro/Projects/Tesi/thesis && tectonic main.tex 2>&1

If compilation fails, report the error and stop.

Step 2: Determine Agents to Dispatch

Based on the scope, select which agents to run:

Scope Agents
Any .tex chapter proofreader, latex-auditor, notation-checker
Ch. 4 or Ch. 5 + causal-inference
Chapters with \citet/\citep + literature-rag
code scope code-reviewer
all or pre-submit All agents

Step 3: Run Agents

Use the Task tool to fork to each agent in parallel where possible. For each agent:

  • proofreader: Read the chapter(s) and produce a proofreading report
  • latex-auditor: Compile and check cross-references, citations, formatting
  • notation-checker: Check all math against the notation registry
  • causal-inference: (only for Ch. 4/5) Deep methodology review
  • literature-rag: (only for chapters with citations) Verify top claims via RAG
  • code-reviewer: (only for code scope) Review notebooks

Step 4: Synthesize Report

Combine all agent reports into a unified assessment:

THESIS EXCELLENCE REPORT
=========================
Scope: [what was reviewed]
Date:  [date]

COMPILATION: [PASS/FAIL]

AGENT REPORTS:
├── Proofreader:       [summary + issue count]
├── LaTeX Auditor:     [summary + issue count]
├── Notation Checker:  [summary + issue count]
├── Causal Inference:  [summary + top recommendation]
├── Literature RAG:    [summary + verification rate]
└── Code Reviewer:     [summary + issue count]

QUALITY ASSESSMENT:
├── Clarity:       X/10
├── Rigor:         X/10
├── Consistency:   X/10
├── Completeness:  X/10
└── Presentation:  X/10
Overall: X.X/10

TOP 5 PRIORITY ACTIONS:
1. [highest priority improvement]
2. [second priority]
3. [third priority]
4. [fourth priority]
5. [fifth priority]

DETAILED FINDINGS:
[Include full agent reports below, organized by agent]

Important

  • Quality scores are ADVISORY ONLY — they never block any action
  • Focus the "priority actions" on items that would most improve the thesis
  • If an agent fails or times out, note it and continue with others
  • For pre-submit scope, be especially thorough — this is the final check before submission
Install via CLI
npx skills add https://github.com/AlessandroCaforio/Academic-Writing --skill thesis-excellence
Repository Details
star Stars 13
call_split Forks 3
navigation Branch main
article Path SKILL.md
More from Creator
AlessandroCaforio
AlessandroCaforio Explore all skills →