{"kind":"Skill","metadata":{"namespace":"community","name":"funding-digest","version":"0.1.0"},"spec":{"description":"Generate a polished one-page PowerPoint slide summarizing key takeaways from recent funding rounds and notable capital markets activity across a user's watched sectors or companies. Use this skill when the user asks for a deal flow summary, weekly recap, funding digest, transaction roundup, or capital markets briefing. Triggers on: 'deal flow digest', 'weekly funding recap', 'deal roundup', 'transaction summary this week', 'what happened in [sector] this week', 'capital markets update', or any request to compile recent funding activity into a briefing slide. Produces a professional single-slide PPTX with key takeaways, valuation data, and Capital IQ deal links.","files":{"LICENSE":"\n                                 Apache License\n                           Version 2.0, January 2004\n                        http://www.apache.org/licenses/\n\n   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION\n\n   1. Definitions.\n\n      \"License\" shall mean the terms and conditions for use, reproduction,\n      and distribution as defined by Sections 1 through 9 of this document.\n\n      \"Licensor\" shall mean the copyright owner or entity authorized by\n      the copyright owner that is granting the License.\n\n      \"Legal Entity\" shall mean the union of the acting entity and all\n      other entities that control, are controlled by, or are under common\n      control with that entity. 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Use this skill when the user asks for a deal flow summary, weekly recap, funding digest, transaction roundup, or capital markets briefing. Triggers on: 'deal flow digest', 'weekly funding recap', 'deal roundup', 'transaction summary this week', 'what happened in [sector] this week', 'capital markets update', or any request to compile recent funding activity into a briefing slide. Produces a professional single-slide PPTX with key takeaways, valuation data, and Capital IQ deal links.\"\n---\n\n**AI DISCLAIMER (MANDATORY):**\nYou MUST include the following disclaimer text in the powerpoint footer. This is not optional — the report is incomplete without it:\n\n\u003e **\"Analysis is AI-generated — please confirm all outputs\"**\n\n**Footer** — At the bottom of the generated slide, as a prominent yellow banner: \"Analysis is AI-generated — please confirm all outputs\"\n\n---\n\n# Weekly Deal Flow Digest\n\nGenerate an analyst-quality **single-slide PowerPoint** that summarizes key takeaways from recent funding rounds across watched sectors or companies, using S\u0026P Global Capital IQ data. Each deal links back to its Capital IQ profile for quick drill-down.\n\n## When to Use\n\nTrigger on any of these patterns:\n- \"Give me a deal flow digest for this week\"\n- \"Weekly funding recap for [sector]\"\n- \"What deals closed in [sector/companies] recently?\"\n- \"Transaction roundup\" or \"deal roundup\"\n- \"Capital markets update for my coverage universe\"\n- \"Summarize recent funding activity\"\n- Any periodic briefing request about deals, raises, or rounds\n\n## Nested Skills\n\nThis skill produces a one-slide PPTX briefing:\n- **Read** `/mnt/skills/public/pptx/SKILL.md` before generating the PowerPoint (and its sub-reference `pptxgenjs.md` for creating from scratch)\n\n## Entity Resolution \u0026 Tool Robustness\n\nS\u0026P Global's identifier system resolves company names to legal entities. This works well for most companies but has known failure modes that cause empty results. **Apply these rules throughout the workflow to avoid silent data loss.**\n\n### Rule 0: Pre-validate ALL identifiers before querying funding\n\n**Before** calling any funding tools, run every identifier through `get_info_from_identifiers`. This is the cheapest and most reliable way to catch problems early. Check two things in the response:\n\n1. **Did it resolve at all?** If the identifier returns empty/error, the name doesn't exist in S\u0026P Global. Try the alias from `references/sector-seeds.md`, the legal entity name, or the `company_id` directly.\n2. **What is the `status` field?** \n   - `\"Operating\"` → Safe to query for funding rounds.\n   - `\"Operating Subsidiary\"` → The company exists but is owned by a parent. It will return **zero funding rounds**. Note this in the digest as context (e.g., \"acquired by [Parent]\") but do not query for funding.\n   - Any other status (e.g., closed, inactive) → The company is no longer operating. Historical data may exist but no new activity.\n\n**This single pre-validation step prevents the majority of empty-result issues.** Batch all candidates into a single `get_info_from_identifiers` call (it handles large batches well) and triage before proceeding.\n\n### Rule 1: Never trust empty results without a fallback\n\nIf `get_rounds_of_funding_from_identifiers` returns empty for a company you expect to have data:\n1. **Try the legal entity name or company_id.** Brand names usually work, but some don't. See the alias table in `references/sector-seeds.md` for known mismatches. Common pattern: \"[Brand] AI\" → \"[Legal Name], Inc.\" (e.g., Together AI → \"Together Computer, Inc.\", Character.ai → \"Character Technologies, Inc.\", Runway ML → \"Runway AI, Inc.\").\n2. **Verify the company exists in S\u0026P.** If you skipped Rule 0, call `get_info_from_identifiers(identifiers=[\"Company\"])` now — if this also returns empty, the company may be too early-stage or not yet indexed.\n\n### Rule 2: Subsidiaries have no funding rounds\n\nCompanies that are divisions or wholly-owned subsidiaries of larger companies (e.g., DeepMind under Alphabet, GitHub under Microsoft, BeReal under Voodoo) will return **zero funding rounds**. Their capital events are tracked at the parent level.\n\n**How to detect:** The `status` field from `get_info_from_identifiers` will show `\"Operating Subsidiary\"`. The `references/sector-seeds.md` file also flags known subsidiaries with ⚠️ warnings. Skip these for funding queries.\n\n### Rule 3: Use `get_rounds_of_funding_from_identifiers` as the primary tool, not `get_funding_summary_from_identifiers`\n\nThe summary tool is faster but less reliable — it can return errors or incomplete data even when detailed rounds exist. Always use the detailed rounds tool as the primary data source. The summary tool is acceptable only for quick aggregate checks (total raised, round count) and should be verified against the rounds tool if results seem low.\n\n### Rule 4: Batch carefully and validate\n\nWhen processing large company universes (50+ companies), batch in groups of 15–20. After each batch, check for companies that returned empty results and run them through the fallback steps in Rule 1 before moving on.\n\n### Rule 5: The `role` parameter is critical\n\n- `company_raising_funds` → \"What rounds did X raise?\" (company perspective)\n- `company_investing_in_round_of_funding` → \"What did investor Y invest in?\" (investor perspective)\n\nUsing the wrong role returns empty results silently. For deal flow digests, you almost always want `company_raising_funds`. Only use the investor role when specifically analyzing an investor's portfolio activity.\n\n### Rule 6: Identifier resolution is case-insensitive but spelling-sensitive\n\nS\u0026P Global handles case variations (\"openai\" = \"OpenAI\") but is strict on spelling and punctuation. \"Character AI\" may fail where \"Character.ai\" succeeds. When in doubt, use the `company_id` (e.g., `C_1829047235`) which is guaranteed to resolve.\n\n## Workflow\n\n### Step 1: Establish Coverage \u0026 Period\n\nDetermine what the digest should cover. There are two setups:\n\n**Returning user (has a watchlist):**\nIf the user has previously defined sectors or companies to track, use that list. Check conversation history for prior watchlists.\n\n**New user:**\nAsk for:\n\n| Parameter | Default | Notes |\n|-----------|---------|-------|\n| **Sectors** | *(at least one)* | e.g., \"AI, Fintech, Biotech\" |\n| **Specific companies** | Optional | Supplement sector-level coverage |\n| **Time period** | Last 7 days | \"This week\", \"last 2 weeks\", \"this month\" |\n\nCalculate the exact `start_date` and `end_date` from the time period.\n\n### Step 2: Build the Company Universe\n\nFor each sector specified, build a company universe using a validated bootstrapping approach:\n\n1. **Seed companies** from domain knowledge (see `references/sector-seeds.md`)\n   - Pay attention to the ⚠️ warnings and alias notes in the seeds file — some well-known companies are subsidiaries, have been acquired, or require a specific legal name to resolve.\n   - The seeds file includes `company_id` values for known alias mismatches. Use these directly if the brand name fails.\n\n2. **Pre-validate all seeds immediately** (Rule 0):\n   ```\n   get_info_from_identifiers(identifiers=[all_seeds_for_this_sector])\n   ```\n   Triage the results into two buckets:\n   - ✅ **Resolved \u0026 Operating** (`status` = \"Operating\") → proceed to competitor expansion\n   - ❌ **Unresolved or Subsidiary** → retry with alias/legal name from seeds file; subsidiaries are noted for context but excluded from funding queries\n\n3. **Expand via competitors** (using only the ✅ resolved seeds):\n   ```\n   get_competitors_from_identifiers(identifiers=[resolved_seeds], competitor_source=\"all\")\n   ```\n\n4. **Validate expanded universe:**\n   ```\n   get_info_from_identifiers(identifiers=[new_competitors])\n   ```\n   Apply the same triage. Filter by `simple_industry` matching the target sector. Drop any unresolved names or subsidiaries.\n\nIf the user provides specific companies, add those directly but still run them through the pre-validation triage. Never skip validation — even well-known brand names can fail silently.\n\nKeep the universe manageable — aim for 15–40 **resolved, operating** companies per sector. For a multi-sector digest, this might total 50–100+ companies.\n\n### Step 3: Pull Funding Rounds\n\nFor all companies in the universe:\n\n```\nget_rounds_of_funding_from_identifiers(\n    identifiers=[batch],\n    role=\"company_raising_funds\",\n    start_date=\"YYYY-MM-DD\",\n    end_date=\"YYYY-MM-DD\"\n)\n```\n\nProcess in batches of 15–20 if the universe is large.\n\n**After each batch, identify companies with empty results.** For any company expected to have activity:\n1. Retry with the legal entity name or alternate identifier (see Entity Resolution rules above).\n2. Log the company as \"no data\" only after exhausting fallbacks.\n\nCollect all `transaction_id` values from successful results, then enrich with detailed round info:\n\n```\nget_rounds_of_funding_info_from_transaction_ids(\n    transaction_ids=[all_funding_ids]\n)\n```\n\nPass ALL transaction IDs in a single call (or small number of calls) rather than one per transaction — the tool handles batches efficiently.\n\n**Extract the following from each round (critical for the slide):**\n- `transaction_id` — needed for the Capital IQ deal link\n- **Announcement date** — when the round was publicly announced\n- **Close date** — when the round officially closed\n- Amount raised\n- **Pre-money valuation** (if disclosed)\n- **Post-money valuation** (if disclosed)\n- Lead investors\n- Round type (Series A, B, C, etc.)\n- Security terms\n- Advisors\n- Pricing trend (up-round / down-round / flat)\n\n\u003e **Dates are required.** The announcement and close dates must always appear in the final slide's deal table. If only one date is available, show it and mark the other as \"—\".\n\n### Step 4: Pull Company Context for Notable Deals\n\nFor any company involved in a significant deal (large round, notable valuation shift), get a brief description:\n\n```\nget_company_summary_from_identifiers(identifiers=[notable_companies])\n```\n\nThis adds context to the narrative (e.g., \"The company, an AI infrastructure startup founded in 2021, is expanding into...\").\n\n### Step 5: Identify Highlights \u0026 Trends\n\nBefore designing the slide, analyze the data to surface the story:\n\n**Flag as \"Notable\":**\n- Rounds ≥ $100M\n- Down rounds (pricing trend = down)\n- New unicorns (post-money valuation crossing $1B)\n- Significant valuation jumps (post-money ≥ 2x the last known valuation)\n- Repeat raisers (same company raising again within 6 months)\n- Unusually large investor syndicates\n\n**Identify Trends:**\n- Total capital deployed this period vs. typical (if historical data available)\n- Which sub-sectors are hottest (most rounds, most capital)\n- Round stage distribution (is early-stage or late-stage dominating?)\n- Most active investors across the digest\n- Geographic concentration\n- Valuation trends (are pre-money valuations compressing or expanding?)\n\n**Select Key Takeaways (3–5):**\nDistill the most important signals into 3–5 concise bullet-style takeaways. These are the centerpiece of the slide. Each takeaway should be one sentence, punchy, and data-backed.\n\nExamples:\n- \"AI sector raised $2.4B across 8 rounds — 3x the prior week, led by a $800M mega-round from [Company] at a $12B post-money valuation.\"\n- \"[Company] closed a $200M Series D at $3.5B pre-money, up from $1.8B in its Series C — signaling strong demand for AI developer tools.\"\n- \"Down-round activity ticked up: 2 of 6 late-stage rounds priced below prior valuations.\"\n\n### Step 6: Generate Company Logos\n\nFor each company featured in the key takeaways or notable deals, generate a logo using a two-tier local pipeline. **Do not use Clearbit** (`logo.clearbit.com`) — it is deprecated and consistently fails. External logo CDNs (Brandfetch, logo.dev, Google Favicons) require API keys or are blocked by network restrictions. Instead, use the following approach:\n\n#### Tier 1: `simple-icons` npm Package (3,300+ Brand SVGs, No Network Required)\n\nThe `simple-icons` package bundles high-quality SVG icons for thousands of well-known brands. It works entirely offline — no API keys, no network calls. Install it alongside `sharp` for SVG → PNG conversion:\n\n```bash\nnpm install simple-icons sharp\n```\n\n**Lookup strategy:**\n\n```javascript\nconst si = require('simple-icons');\nconst sharp = require('sharp');\n\n// Find an icon by exact title match (case-insensitive)\nfunction findSimpleIcon(companyName) {\n    // Try exact match first\n    for (const [key, val] of Object.entries(si)) {\n        if (!key.startsWith('si') || !val || !val.title) continue;\n        if (val.title.toLowerCase() === companyName.toLowerCase()) return val;\n    }\n    // Try without common suffixes (AI, Inc., Corp.)\n    const stripped = companyName.replace(/\\s*(AI|Inc\\.?|Corp\\.?|Ltd\\.?)$/i, '').trim();\n    if (stripped !== companyName) {\n        for (const [key, val] of Object.entries(si)) {\n            if (!key.startsWith('si') || !val || !val.title) continue;\n            if (val.title.toLowerCase() === stripped.toLowerCase()) return val;\n        }\n    }\n    return null;\n}\n\n// Convert SVG to PNG with the brand's official color\nasync function simpleIconToPng(icon, outputPath) {\n    const coloredSvg = icon.svg.replace('\u003csvg', `\u003csvg fill=\"#${icon.hex}\"`);\n    await sharp(Buffer.from(coloredSvg))\n        .resize(128, 128, { fit: 'contain', background: { r: 255, g: 255, b: 255, alpha: 0 } })\n        .png()\n        .toFile(outputPath);\n}\n```\n\n**Coverage:** ~43% of typical deal flow companies (strong for major tech brands like Stripe, Anthropic, Databricks, Snowflake, Discord, Shopify, SpaceX, Mistral AI, Hugging Face; weaker for niche fintech, biotech, or early-stage companies).\n\n#### Tier 2: Initial-Based Fallback via `sharp` (100% Coverage)\n\nFor companies not found in `simple-icons`, generate a clean initial-based logo as a PNG:\n\n```javascript\nasync function generateInitialLogo(companyName, outputPath) {\n    const initial = companyName.charAt(0).toUpperCase();\n    const svg = `\n    \u003csvg width=\"128\" height=\"128\" xmlns=\"http://www.w3.org/2000/svg\"\u003e\n        \u003ccircle cx=\"64\" cy=\"64\" r=\"64\" fill=\"#BDBDBD\"/\u003e\n        \u003ctext x=\"64\" y=\"64\" font-family=\"Arial, Helvetica, sans-serif\"\n              font-size=\"56\" font-weight=\"bold\" fill=\"#FFFFFF\"\n              text-anchor=\"middle\" dominant-baseline=\"central\"\u003e${initial}\u003c/text\u003e\n    \u003c/svg\u003e`;\n    await sharp(Buffer.from(svg)).png().toFile(outputPath);\n}\n```\n\n#### Complete Pipeline\n\n```javascript\nasync function fetchLogo(companyName, outputDir) {\n    const fileName = companyName.toLowerCase().replace(/[\\s.]+/g, '-') + '.png';\n    const outPath = path.join(outputDir, fileName);\n\n    // Tier 1: Try simple-icons\n    const icon = findSimpleIcon(companyName);\n    if (icon) {\n        await simpleIconToPng(icon, outPath);\n        return { path: outPath, source: 'simple-icons' };\n    }\n\n    // Tier 2: Generate initial-based fallback\n    await generateInitialLogo(companyName, outPath);\n    return { path: outPath, source: 'initial-fallback' };\n}\n```\n\n**Logo guidelines:**\n- Save all logos to `/home/claude/logos/[company-name].png`\n- All logos are 128×128 PNG with transparent backgrounds\n- On the slide, display logos at 0.35\"–0.5\" tall — they're accents, not focal points\n- Initial-fallback circles use gray (`BDBDBD`) fill with white text — consistent with the monochrome palette\n- Never mix logo styles randomly — if most companies resolve to brand icons, the few fallbacks should blend in naturally\n\n### Step 7: Generate the One-Page PPTX\n\nRead `/mnt/skills/public/pptx/SKILL.md` and `/mnt/skills/public/pptx/pptxgenjs.md` before creating the slide.\n\nCreate a **single-slide** PowerPoint using `pptxgenjs`. The slide should be information-dense but visually clean — think \"executive dashboard\" not \"wall of text.\"\n\n#### Slide Layout\n\n```\n┌─────────────────────────────────────────────────────────────┐\n│  DEAL FLOW DIGEST                                           │\n│  [Period] · [Sectors]                           [Date]      │\n├─────────────────────────────────────────────────────────────┤\n│                                                             │\n│  ┌─────────┐  ┌─────────┐  ┌─────────┐  ┌─────────┐       │\n│  │  $X.XB  │  │  N      │  │  $X.XB  │  │  $X.XB  │       │\n│  │ Raised  │  │ Rounds  │  │ Avg Pre │  │ Largest │       │\n│  └─────────┘  └─────────┘  └─────────┘  └─────────┘       │\n│                                                             │\n│  KEY TAKEAWAYS                                              │\n│  ─────────────────────────────────────────────────          │\n│  [Logo] Takeaway 1 text goes here...                        │\n│  [Logo] Takeaway 2 text goes here...                        │\n│  [Logo] Takeaway 3 text goes here...                        │\n│  [Logo] Takeaway 4 text goes here...                        │\n│                                                             │\n│  TOP DEALS                                                  │\n│  ┌──────────────────────────────────────────────────────────┐│\n│  │Company│Type │Announced│Closed│Amount│Pre-$│Post-$│Lead│🔗││\n│  │───────│─────│─────────│──────│──────│─────│──────│────│──││\n│  │ ...   │ ... │  ...    │ ...  │ ...  │ ... │ ...  │... │🔗││\n│  └──────────────────────────────────────────────────────────┘│\n│                                                             │\n│  [Footer: Deal Flow Digest · Sources: S\u0026P Global Capital IQ]│\n│  [Footer: AI Disclaimer]                                    │\n└─────────────────────────────────────────────────────────────┘\n```\n\n#### Design Specifications\n\n**Color philosophy: Minimal, monochrome-first.** The slide should feel like a high-end financial brief — black, white, and gray dominate. Color is used **only** where it carries meaning (e.g., a red indicator for a down round, a green indicator for a standout metric) or where the reader would naturally expect it (company logos). Never use color for purely decorative purposes like background fills, accent bars, or gradient effects.\n\n**Color palette — Monochrome Executive:**\n- Primary background: `FFFFFF` (white) — clean, open slide background\n- Header bar: `1A1A1A` (near-black) — strong contrast for the title region\n- Primary text: `1A1A1A` (near-black) — all body text, stat numbers, takeaways\n- Secondary text: `6B6B6B` (medium gray) — labels, captions, footer, date stamps\n- Borders \u0026 dividers: `D0D0D0` (light gray) — subtle structural lines, card outlines, table borders\n- Card backgrounds: `F5F5F5` (off-white / very light gray) — stat card fills, alternating table rows\n- Link text: `2B5797` (muted blue) — Capital IQ deal links in the table (the only blue on the slide)\n- **Semantic color (sparingly):**\n  - Down rounds or negative signals: `C0392B` (muted red) — use only as a small dot, tag, or single-word highlight, never as a fill or background\n  - Standout positive metrics (new unicorn, outsized round): `2E7D32` (muted green) — same minimal usage: a dot, a small tag, or a single highlighted number\n  - If no data points warrant a color indicator, **use no color at all**. A fully monochrome slide is perfectly correct.\n\n**Typography:**\n- Title: 28–32pt, bold, white on near-black header bar\n- Stat numbers: 36–44pt, bold, near-black\n- Stat labels: 10–12pt, medium gray (`6B6B6B`)\n- Takeaway text: 12–14pt, near-black, left-aligned\n- Table text: 9–11pt, near-black with gray (`6B6B6B`) for secondary columns\n- Link text: 9–10pt, muted blue (`2B5797`)\n- Footer: 8pt, medium gray\n\n**Stat Cards (top row):**\n- 4 key metrics as large-number callouts: Total Raised, # Rounds, Avg Pre-Money Valuation, Largest Round\n- Each in a card with `F5F5F5` fill and a thin `D0D0D0` border — no shadow, no color fills\n- If a stat is surprising or extreme (e.g., 3x normal volume, a record deal), a small colored dot or underline may be placed next to that single number — otherwise keep fully monochrome\n- If pre-money valuations are mostly undisclosed, substitute with a different metric (e.g., Median Round Size, # New Unicorns)\n\n**Key Takeaways (middle section):**\n- 3–5 one-line takeaways, each prefixed with the relevant company logo (small, ~0.35\" tall)\n- If no logo available, use a **gray circle** with the company initial in white — not a colored circle\n- Left-aligned, with enough spacing to breathe\n- Down-round or negative takeaways may use a small red dot prefix; otherwise no color\n- Include valuation context where available (e.g., \"at a $5B post-money valuation\")\n\n**Top Deals Table (bottom section):**\n- Compact table showing the 4–6 most notable deals\n- Columns: Company, Type (Series X), Announced (date), Closed (date), Amount ($M), Pre-Money ($M), Post-Money ($M), Lead Investor, Deal Link\n- **Announced** and **Closed** columns show dates in `MMM DD` format (e.g., \"Jan 15\"). These columns are required and must always be present. If a date is not available, show \"—\".\n- The **Deal Link** column contains a clickable \"View →\" text linking to Capital IQ:\n  ```\n  https://www.capitaliq.spglobal.com/web/client?#offering/capitalOfferingProfile?id=\u003ctransaction_id\u003e\n  ```\n  where `\u003ctransaction_id\u003e` is the `transaction_id` from `get_rounds_of_funding_from_identifiers`.\n- If pre-money or post-money valuation is not disclosed, show \"—\" in that cell\n- Header row with near-black (`1A1A1A`) fill and white text; alternating rows in `F5F5F5` and `FFFFFF`\n- **Center the table horizontally** on the slide. Calculate the table's total width, then set `x` so it is centered within the slide width: `x = (slideWidth - tableWidth) / 2`. For a 16:9 layout (13.33\" wide), if the table is 12\" wide, use `x = 0.67`. Never left-align the table to the slide edge.\n- Keep it tight — this is a reference, not the focal point\n- No colored fills in table cells. If a deal is a down round, a small red text tag \"(↓ down)\" may appear next to the amount — that is the only permitted color in the table.\n\n**Deal Link Implementation (pptxgenjs):**\nIn pptxgenjs, hyperlinks are added to table cells using the `options.hyperlink` property on the cell object:\n```javascript\n// Table cell with Capital IQ deal link\n{\n  text: \"View →\",\n  options: {\n    hyperlink: {\n      url: `https://www.capitaliq.spglobal.com/web/client?#offering/capitalOfferingProfile?id=${transactionId}`\n    },\n    color: \"2B5797\",\n    fontSize: 9,\n    fontFace: \"Arial\"\n  }\n}\n```\n\n**Table Centering (pptxgenjs):**\nAlways center the deal table on the slide. Calculate the x position dynamically:\n```javascript\nconst SLIDE_W = 13.33; // 16:9 slide width\nconst TABLE_W = 12.5;  // total table width (sum of all column widths)\nconst TABLE_X = (SLIDE_W - TABLE_W) / 2; // ≈ 0.42\"\n\nslide.addTable(tableRows, {\n  x: TABLE_X,\n  y: tableY,\n  w: TABLE_W,\n  colW: [1.8, 0.9, 0.9, 0.9, 1.0, 1.1, 1.2, 1.6, 0.7], // Company, Type, Announced, Closed, Amount, Pre-$, Post-$, Lead, Link\n  // ... other options\n});\n```\nAdjust `colW` values as needed, but always recompute `TABLE_X` from `(SLIDE_W - sum(colW)) / 2` to keep the table centered.\n\n**Footer:**\n- Small text in medium gray: \"Deal Flow Digest · [Period] · Sources: S\u0026P Global Capital IQ · Generated [Date]\"\n\n**General color rules (enforce strictly):**\n- Company logos are the only \"full color\" elements on the slide — they appear as-is from the source.\n- Deal links use muted blue (`2B5797`) — this is the only non-monochrome text color besides semantic red/green.\n- Outside of logos and links, the slide should look correct printed on a black-and-white printer.\n- Never apply color to backgrounds, accent bars, decorative shapes, or section dividers.\n- When in doubt, leave it gray.\n\n#### Code Structure\n\n```javascript\nconst pptxgen = require(\"pptxgenjs\");\nconst pres = new pptxgen();\npres.layout = \"LAYOUT_16x9\";\npres.title = \"Deal Flow Digest\";\n\nconst slide = pres.addSlide();\nconst SLIDE_W = 13.33; // 16:9 slide width in inches\n\n// 1. Dark header bar with title and period\n// 2. Stat cards row (4 cards: Total Raised, # Rounds, Avg Pre-Money, Largest Round)\n// 3. Key takeaways section with logos (include valuation context)\n// 4. Top deals table with Announced, Closed, Pre-Money, Post-Money columns and Capital IQ deal links\n//    - Center the table: x = (SLIDE_W - tableWidth) / 2\n// 5. Footer\n\npres.writeFile({ fileName: \"/home/claude/deal-flow-digest.pptx\" });\n```\n\nUse factory functions (not shared objects) for shadows and repeated styles per the pptxgenjs pitfalls guidance.\n\n### Step 8: QA the Slide\n\nFollow the QA process from the PPTX skill:\n\n1. **Content QA:** `python -m markitdown deal-flow-digest.pptx` — verify all text, numbers, company names, valuation figures, and deal links are correct\n2. **Visual QA:** Convert to image and inspect:\n   ```bash\n   python /mnt/skills/public/pptx/scripts/office/soffice.py --headless --convert-to pdf deal-flow-digest.pptx\n   pdftoppm -jpeg -r 200 deal-flow-digest.pdf slide\n   ```\n   Check for overlapping elements, text overflow, alignment issues, low-contrast text, logo sizing problems, and that deal link text is visible.\n3. **Link QA:** Verify that the Capital IQ URLs in the table are correctly formatted with the right transaction IDs.\n4. **Fix and re-verify** — at least one fix-and-verify cycle before declaring done.\n\n### Step 9: Present Results\n\n1. Copy the final `.pptx` to `/mnt/user-data/outputs/`\n2. Use `present_files` to share the slide\n3. Provide a 2–3 sentence verbal summary:\n   - \"Your digest covers X rounds totaling $Y raised across [sectors].\"\n   - Call out the single most notable deal and its valuation\n   - Flag any concerning trends (down rounds, valuation compression, etc.)\n\n## Error Handling\n\n### Entity Resolution Failures\n- **Empty results for a known company:** First check `get_info_from_identifiers` — if that fails, try the alias from `references/sector-seeds.md` or the `company_id` directly. Common brand→legal mismatches: Together AI → \"Together Computer, Inc.\", Character.ai → \"Character Technologies, Inc.\", Runway ML → \"Runway AI, Inc.\".\n- **Subsidiary companies:** DeepMind, GitHub, Instagram, WhatsApp, YouTube, BeReal, etc. are subsidiaries — they have zero independent funding rounds. Note these as \"acquired/subsidiary\" in context but do not report them as \"no activity.\"\n- **Defunct companies:** Companies like Convoy (shut down Oct 2023) still resolve in S\u0026P Global but will never have new activity. The `references/sector-seeds.md` file flags these — check it before including a company.\n- **`get_funding_summary_from_identifiers` errors or returns zeros:** Fall back to `get_rounds_of_funding_from_identifiers` — the summary tool is less reliable. Never rely on the summary tool as the sole data source.\n- **Wrong `role` parameter:** If investor-perspective queries return empty, verify you're using `company_investing_in_round_of_funding`, not `company_raising_funds` (and vice versa).\n\n### Data Quality Issues\n- **No activity in period:** If a sector had zero funding rounds, note this explicitly on the slide (\"No transactions recorded in [Sector] during the period\") — absence of activity is itself informative.\n- **Sparse valuation data:** If pre-money and post-money valuations are undisclosed for most transactions, note the data limitation in a footer annotation and use \"—\" in the table. Adjust the stat card to show a different metric (e.g., Median Round Size) instead of Avg Pre-Money.\n- **Logo retrieval failures:** The `simple-icons` npm package provides ~43% coverage for typical deal flow companies. For the remainder, use the `sharp`-generated initial-based fallback. Keep a consistent icon style — don't mix random approaches. If `simple-icons` or `sharp` fail to install, fall back to pptxgenjs shape-based initials (gray ellipse + white text overlay) which require no external dependencies.\n- **Too many deals for one slide:** If there are more than 6 notable deals, show the top 6 in the table and add a footnote: \"+N additional deals not shown.\" Prioritize by deal size.\n- **Large universes:** For multi-sector digests with 100+ companies, batch all API calls in groups of 15–20. Prioritize depth on notable deals over completeness on minor ones.\n- **Stale seeds:** If competitor expansion returns very few results for a sector, the seed companies may be too niche. Broaden by adding 2–3 more well-known names and re-expanding.\n- **Invalid transaction IDs for links:** If a `transaction_id` from the funding tool doesn't produce a valid Capital IQ URL, omit the link cell for that row rather than including a broken link.\n\n## Example Prompts\n\n- \"Give me a weekly deal flow digest for AI and fintech\"\n- \"Summarize this week's funding in biotech\"\n- \"Deal roundup for my coverage — cybersecurity, cloud infrastructure, and dev tools — last 2 weeks\"\n- \"What happened in venture this week across all sectors I follow?\"\n- \"Quick deal flow slide for climate tech this month\"","references/sector-seeds.md":"# Sector Seed Companies Reference\n\nWhen the user specifies a sector but not specific companies, use these seed lists to bootstrap the company universe. These are starting points — always expand via `get_competitors_from_identifiers` and validate with `get_info_from_identifiers`.\n\n\u003e **All seeds below have been validated against S\u0026P Global's identifier system.** If a seed fails to resolve, try the alias listed in parentheses before dropping it.\n\n## Technology / Software\n\n### AI / Machine Learning\nSeeds: OpenAI, Anthropic, Databricks, Scale AI, Cohere, Hugging Face, Mistral AI, xAI, Perplexity AI, Runway ML (alias: \"Runway AI, Inc.\"), Together AI (alias: \"Together Computer, Inc.\"), Character.ai (alias: \"Character Technologies, Inc.\"), Groq, Stability AI, Aleph Alpha, Magic AI\n\n⚠️ **Excluded (do not use as seeds):**\n- *Inflection AI* — Core team absorbed by Microsoft (Mar 2024). Historical rounds exist but no new activity.\n- *Adept AI* — Largely absorbed by Amazon (2024). Same as above.\n- *DeepMind* — Subsidiary of Alphabet. No independent funding rounds.\n\n### Cybersecurity\nSeeds: CrowdStrike, Palo Alto Networks, Wiz, Snyk, SentinelOne, Abnormal Security, Netskope\n\n### Cloud Infrastructure / DevTools\nSeeds: Snowflake, HashiCorp, Datadog, Confluent, Vercel, Supabase, PlanetScale\n\n### Fintech\nSeeds: Stripe, Plaid, Brex, Ramp, Mercury, Affirm, Marqeta, Navan\n\n### Vertical SaaS\nSeeds: ServiceTitan, Toast, Procore, Veeva Systems, Blend Labs\n\n## Healthcare / Life Sciences\n\n### Biotech / Pharma\nSeeds: Moderna, BioNTech, Recursion Pharmaceuticals, Tempus AI, Insitro, AbCellera\n\n### Digital Health\nSeeds: Teladoc, Hims \u0026 Hers, Ro, Noom, Color Health\n\n⚠️ **Excluded (do not use as seeds):**\n- *Cerebral* — Still operating but has faced significant regulatory issues; include only if the user specifically requests it.\n\n### Medical Devices\nSeeds: Intuitive Surgical, Butterfly Network, Outset Medical\n\n⚠️ **Excluded (do not use as seeds):**\n- *Shockwave Medical* — Acquired by Johnson \u0026 Johnson (May 2024). Now a subsidiary with no independent funding rounds.\n\n## Energy / Climate\n\n### Climate Tech\nSeeds: Redwood Materials, Form Energy, Commonwealth Fusion, Sila Nanotechnologies, Climeworks\n\n### Clean Energy\nSeeds: Enphase Energy, First Solar, Rivian, QuantumScape, Sunnova\n\n## Consumer\n\n### E-Commerce / Marketplace\nSeeds: Shopify, Faire, Whatnot, Fanatics\n\n⚠️ **Excluded (do not use as seeds):**\n- *Temu (PDD Holdings)* — PDD Holdings is a massive public conglomerate; its funding activity is captured via equity markets, not venture rounds.\n\n### Consumer Social / Media\nSeeds: Discord, Reddit, Substack\n\n⚠️ **Excluded (do not use as seeds):**\n- *BeReal* — Acquired by Voodoo (Jun 2024). Now a subsidiary.\n- *Lemon8* — The brand name \"Lemon8\" resolves in S\u0026P Global to a small Dutch company (Lemon8 B.V.), **not** the ByteDance social media app. ByteDance's apps are subsidiaries and do not have independent funding rounds. Do not use.\n\n## Industrials / Logistics\n\n### Logistics / Supply Chain\nSeeds: Flexport, Samsara, Project44, FourKites\n\n⚠️ **Excluded (do not use as seeds):**\n- *Convoy* — Shut down operations (Oct 2023). The identifier still resolves and historical rounds are available, but no new activity will appear.\n\n### Robotics / Automation\nSeeds: Figure AI, Agility Robotics, Locus Robotics, Symbotic, Covariant\n\n### Space / Aerospace\nSeeds: SpaceX, Relativity Space, Rocket Lab, Planet Labs, Astra\n\n## Identifier Alias Reference\n\nSome well-known brand names don't match S\u0026P Global's legal entity names. If a brand name returns empty results from `get_info_from_identifiers`, try the alias:\n\n| Brand Name | S\u0026P Global Legal Name | company_id |\n|---|---|---|\n| Together AI | Together Computer, Inc. | C_1860042219 |\n| Character.ai | Character Technologies, Inc. | C_1829047235 |\n| Runway ML | Runway AI, Inc. | C_633706980 |\n| Adept AI | Adept AI Labs Inc. | C_1780739313 |\n| xAI | X.AI LLC | C_1863863313 |\n\n\u003e **Tip:** When a brand name fails, try `get_info_from_identifiers` with the legal name. If that also fails, the company may not be indexed yet. As a last resort, use the `company_id` directly as the identifier.\n\n## Notes\n\n- These lists skew toward US-based companies. For geographic filtering (Europe, Asia, etc.), the competitor expansion step is especially important.\n- For niche sub-sectors not listed here, ask the user for 2–3 example companies to use as seeds.\n- Always validate seeds are still active/relevant — companies pivot, merge, or shut down.\n- **Refresh cadence:** These seeds should be reviewed quarterly. AI sector seeds in particular change rapidly due to acquisitions and new entrants.\n- Seeds marked as subsidiaries or acquired will still resolve in `get_info_from_identifiers` (status = \"Operating Subsidiary\") but will return zero funding rounds. Skip these for funding queries.\n"},"import":{"commit_sha":"9affc6e683bbaf66361058117027cf5a50bf1861","imported_at":"2026-05-18T20:09:40Z","license_text":"\n                                 Apache License\n                           Version 2.0, January 2004\n                        http://www.apache.org/licenses/\n\n   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION\n\n   1. 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