Z User
e45b68bb8b
Real IMAP connection via imapflow library: - Connects to IMAP server (IMAPFlow, TLS on port 993) - Fetches recent messages (configurable limit, default 20) - Extracts: from, fromEmail, subject, date, snippet (200 chars) - Thread-to-contact matching (PRD §6.1): 1. Match sender email against persons table 2. If no person match, extract domain and match against company.website 3. Returns matchedCompany + matchedPerson for each email - Audit-logged (action: crm.mailsync:imap) - Zod validated (host, port, user, password, folder, limit) - 502 on IMAP connection failure with detail - 400 on validation failure Tested: invalid creds → 502 'IMAP connection failed', missing host → 400
34 lines
1.3 KiB
Markdown
Executable File
34 lines
1.3 KiB
Markdown
Executable File
# Figure Examples
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Reference matplotlib / seaborn scripts producing publication-grade figures
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for AI4S research papers. Reproduce with:
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```bash
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pip install matplotlib seaborn
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cd <where-you-want-the-pdf>
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python make_fig_02_horizon_sweep.py
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python make_fig_03_heatmap.py
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python make_fig_04_ablation.py
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```
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These are illustrative templates — copy and adapt for your data. They were
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extracted from a successful enrichment run of the `paper-writer` skill on
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the topic *Transformer-based time-series forecasting* (May 2026); the data
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embedded inline are simulated and meant only to illustrate the formatting.
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Start by filling `FIGURE_CONTRACT_TEMPLATE.md` for the figure you are about to make.
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Then reuse `style_kit.py` so exports, palette, panel labels, and simulated
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watermarks stay consistent across the experiment package.
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## Style summary
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- Shared `style_kit.py` with editable SVG text and PDF font embedding
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- Explicit color palette (no default cycle)
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- Removed top/right spines
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- `axes.grid` on at low alpha
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- Figure sizes targeted at column-width (3.4-5.0 inches wide)
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- "simulated" watermark in italic gray for runs from the simulator path
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- Save PDF + SVG + TIFF together when the environment allows it
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See the `paper-writer` skill's `references/02-figures-publication-grade.md`
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for the full taste guide.
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