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Generate Beamer presentations for the sewage-house-prices project by dispatching the Storyteller agent (creator) and Discussant agent (critic). Supports 4 formats — job market, seminar, short, lightning. Derives all content from the paper.
6 of 22 test cases passed with the skill.
Tokens, turns and time describe resource use, not a dollar price.
Lift withheld: 7 comparable cases; this report requires 8.
One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.
After finishing the presentation generation and review cycle for a lightning talk, what summary elements must be presented to the user?
| Checked | Without skill | With skill |
|---|---|---|
| Reports output .tex file path, slide count, format compliance, discussant score, and TODO items | Missed | Passed |
The instructions your model reads when the skill loads.
Generate a Beamer presentation by dispatching the Storyteller (creator) and Discussant (critic).
Input: $ARGUMENTS — format name, optionally followed by paper path.
job-market | seminar | short | lightningdocs/overleaf/_main.tex| Format | Slides | Duration | Content Scope |
|---|---|---|---|
| Job market | 40-50 | 45-60 min | Full story, all results, mechanism, robustness |
| Seminar | 25-35 | 30-45 min | Motivation, main result, 2 robustness, conclusion |
| Short | 10-15 | 15 min | Question, method, key result, implication |
| Lightning | 3-5 | 5 min | Hook, one result, so-what |
Delegate to the storyteller agent via Task tool:
Prompt: Create a [format] talk from [paper].
Read the paper (docs/overleaf/_main.tex) and extract:
- Research question: causal effect of sewage spills on house prices and rents in England
- Data: EDM (Event Duration Monitoring) spill records 2021-2024+, Land Registry prices, Zoopla rentals
- Identification strategy: hedonic pricing, repeat sales, long-difference, DiD/event study
- Spatial matching: spill sites within radius (250m–10km) linked to properties
- Key treatment variables: spill_count, spill_hrs, n_spill_sites, min_dist
- Main results and effect sizes (house prices and rents separately)
- Robustness checks: upstream/downstream, dry spill placebo, rainfall controls
- Institutional context: England's water companies, EDM permit system, regulatory failure
test cases passed with the skill
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