Slide Excellence

Documents

slide-excellence

Slide Excellence is an Agent Skill for documents published in the brycewang-stanford/Auto-Empirical-Research-Skills repository on GitHub: a SKILL.md instruction file an AI agent can load to do this task.

Multi-agent review for research presentation slides in the sewage-house-prices project (visual, econometric fidelity, proofreading, substance). Use for comprehensive quality check before milestones.

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QUICK START

How to use this skill

Bring this guide into your coding agent with a prompt tailored to the tool you use.

Open your project in Codex.
Copy and paste the prompt below.
Review files and risks before approving any action.

Prompt to paste

Inspect the Agent Skill at https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/blob/HEAD/skills/41-sticerd-eee-sewage-econometrics-check/skills/slide-excellence/SKILL.md and all supporting files. Report provenance, permissions, scripts, dependencies, and security risks. Propose an exact installation into .agents/skills/slide-excellence, but wait for my approval before writing files or running scripts.

Copying this prompt does not install or run the skill. Review third-party files before use.

Slide Excellence Review

Run a comprehensive multi-dimensional review of research presentation slides. Multiple agents analyze the file independently, then results are synthesized.

Steps

1. Identify the File

Parse $ARGUMENTS for the filename. Resolve path in docs/conferences/.

2. Run Review Agents in Parallel

Agent 1: Visual Audit (slide-auditor)

Overflow, font consistency, box fatigue, spacing, images
Save: docs/conferences/quality_reports/[FILE]_visual_audit.md

Agent 2: Econometric Fidelity Review (econometrics-reviewer)

Every quantitative claim on slides must be traceable to the paper (docs/overleaf/_main.tex)
Check: coefficients, standard errors, sample sizes, p-values match paper tables/figures
Check: identification strategy correctly described (hedonic pricing, repeat sales, long-difference, DiD, upstream/downstream)
Check: treatment variables defined correctly (spill_count/spill_hrs, 12/24hr counting methodology)
Check: confidence intervals and significance stars consistent with paper
Check: no causal language without identification support
Save: docs/conferences/quality_reports/[FILE]_econometrics_report.md

Agent 3: Proofreading (proofreader)

Grammar, typos, consistency, academic quality, citations
Save: docs/conferences/quality_reports/[FILE]_report.md

Agent 4: TikZ Review (only if file contains TikZ)

Label overlaps, geometric accuracy, visual semantics
Save: docs/conferences/quality_reports/[FILE]_tikz_review.md

Agent 5: Substance Review (domain correctness)

Verify environmental economics claims are accurate
Check EDM/water company institutional context is correct
Verify spatial econometrics descriptions match methodology
Check hedonic pricing theory correctly invoked
Verify England housing market characterisation
Save: docs/conferences/quality_reports/[FILE]_substance_review.md

3. Synthesize Combined Summary

# Slide Excellence Review: [Filename]

## Overall Quality Score: [EXCELLENT / GOOD / NEEDS WORK / POOR]

| Dimension | Critical | Medium | Low |
|-----------|----------|--------|-----|
| Visual/Layout | | | |
| Econometric Fidelity | | | |
| Proofreading | | | |
| Substance | | | |

### Critical Issues (Immediate Action Required)
### Medium Issues (Next Revision)
### Recommended Next Steps

Quality Score Rubric

Score	Critical	Medium	Meaning
Excellent	0-2	0-5	Ready to present
Good	3-5	6-15	Minor refinements
Needs Work	6-10	16-30	Significant revision
Poor	11+	31+	Major restructuring