Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add yennanliu/InvestSkill --skill report-generatorgit clone --depth 1 https://github.com/yennanliu/InvestSkillWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/yennanliu/investskill/report-generator)<a href="https://agentmods.dev/skills/yennanliu/investskill/report-generator"><img src="https://agentmods.dev/badge/skills/yennanliu/investskill/report-generator/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/yennanliu/investskill/report-generator"><img src="https://agentmods.dev/badge/skills/yennanliu/investskill/report-generator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high Prompt Injection · line 366 Hidden instructions were detected in comments or invisible text. These could contain malicious directives. Manual review is recommended.Fix: Audit all comments and invisible characters. Remove any instructions that direct the agent to perform unauthorized actions. Use plain, reviewable content.
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00011 | $0.08380 |
| Opus 5.5 | $0.00004 | $0.03352 |
| Sonnet 5.5 | $0.00002 | $0.01676 |
| Haiku 4.5 | $0.00001 | $0.00838 |
Grade A, and why
report-generator scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 25d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 857 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Report Generator
Generate exportable HTML/PDF reports with interactive charts and visualizations from investment analysis data.
Report Templates
-
Executive Summary Report
- High-level overview (1-2 pages)
- Key metrics and investment thesis
- Critical charts only
- Ideal for stakeholder presentations
-
Comprehensive Analysis Report
- Full detailed analysis (5-10 pages)
- All data sections and visualizations
- Methodology and assumptions
- Complete investment case
-
Portfolio Review Report
- Multi-stock comparison
- Portfolio allocation charts
- Risk metrics and diversification analysis
- Performance attribution
Visualization Components
Financial Charts
- Line Charts: Revenue/earnings trends, price history
- Bar Charts: Quarterly comparisons, segment breakdowns
- Stacked Area: Balance sheet composition, revenue mix
- Waterfall Charts: Cash flow analysis, earnings bridges
- Pie Charts: Geographic/product segment revenue split
Valuation Charts
- Comparison Charts: P/E, P/B, EV/EBITDA vs. peers and historical averages
- DCF Sensitivity Tables: Value ranges under different scenarios
- Multiple Expansion/Contraction: Historical valuation bands
Technical Charts
- Price Charts: Candlesticks with moving averages overlay
- Volume Bars: Trading volume patterns
- Indicator Panels: RSI, MACD, Bollinger Bands
- Support/Resistance: Key price levels annotated
HTML Report Structure
Generate standalone HTML file with the following structure:
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Investment Analysis Report - [TICKER] - [DATE]</title>
<script src="https://cdn.jsdelivr.net/npm/[email protected]/dist/chart.umd.min.js"></script>
<style>
@import url('https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700;800&family=JetBrains+Mono:wght@400;600&display=swap');
:root {
--navy: #0F172A;
--navy-mid: #1E293B;
--sky: #0284C7;
--sky-light: #E0F2FE;
--teal: #0D9488;
--teal-light: #CCFBF1;
--emerald: #059669;
--emerald-light: #D1FAE5;
--red: #DC2626;
--red-light: #FEE2E2;
--amber: #D97706;
--amber-light: #FEF3C7;
--slate: #64748B;
--slate-light: #F1F5F9;
--border: #E2E8F0;
--text-primary: #0F172A;
--text-secondary:#475569;
--text-muted: #94A3B8;
--grad-hero: linear-gradient(135deg, #0F172A 0%, #1E3A5F 55%, #0284C7 100%);
--grad-accent: linear-gradient(90deg, #0284C7, #0D9488);
--shadow-sm: 0 1px 3px rgba(0,0,0,.08), 0 1px 2px rgba(0,0,0,.05);
--shadow-md: 0 4px 16px rgba(0,0,0,.08), 0 2px 8px rgba(0,0,0,.04);
}
* { margin: 0; padding: 0; box-sizing: border-box; }
body {
font-family: 'Inter', -apple-system, BlinkMacSystemFont, sans-serif;
line-height: 1.6;
color: var(--text-primary);
background: #F8FAFC;
}
/* ── HERO ── */
.report-hero {
background: var(--grad-hero);
padding: 56px 48px 48px;
position: relative;
overflow: hidden;
}
.report-hero::before {
content: '';
position: absolute; top: -80px; right: -80px;
width: 420px; height: 420px; border-radius: 50%;
background: rgba(2,132,199,.12);
}
.report-hero::after {
content: '';
position: absolute; bottom: -60px; left: -40px;
width: 300px; height: 300px; border-radius: 50%;
background: rgba(13,148,136,.10);
}
.hero-inner { position: relative; z-index: 1; max-width: 1100px; margin: 0 auto; }
.hero-badge {
display: inline-flex; align-items: center; gap: 6px;
background: rgba(2,132,199,.18);
border: 1px solid rgba(2,132,199,.35);
color: #7DD3FC;
font-size: 11px; font-weight: 600; letter-spacing: 1.2px; text-transform: uppercase;
padding: 4px 14px; border-radius: 20px; margin-bottom: 22px;
}
.hero-ticker {
font-size: 72px; font-weight: 800; color: #fff;
letter-spacing: -2px; line-height: 1;
font-family: 'JetBrains Mono', monospace;
}
.hero-company { font-size: 19px; font-weight: 400; color: rgba(255,255,255,.65); margin-top: 8px; }
.hero-rule {
width: 48px; height: 3px;
background: var(--grad-accent); border-radius: 2px;
margin: 24px 0;
}
.hero-meta { display: flex; flex-wrap: wrap; gap: 28px; }
.hero-meta-item { display: flex; flex-direction: column; gap: 3px; }
.hero-meta-label {
font-size: 9px; font-weight: 700; letter-spacing: 1.2px;
text-transform: uppercase; color: rgba(255,255,255,.38);
}
.hero-meta-value { font-size: 13px; font-weight: 500; color: rgba(255,255,255,.82); }
/* ── BODY ── */
.report-body { max-width: 1100px; margin: 0 auto; padding: 40px 24px 80px; }
/* ── TABLE OF CONTENTS ── */
.toc {
background: #fff; border: 1px solid var(--border);
border-radius: 12px; padding: 28px 32px;
margin-bottom: 32px; box-shadow: var(--shadow-sm);
}
.toc-label {
font-size: 10px; font-weight: 700; letter-spacing: 1.6px;
text-transform: uppercase; color: var(--text-muted); margin-bottom: 14px;
}
.toc-grid {
list-style: none;
display: grid; grid-template-columns: repeat(auto-fill, minmax(210px, 1fr)); gap: 8px 24px;
}
.toc-grid a {
font-size: 13px; font-weight: 500; color: var(--sky);
text-decoration: none; display: flex; align-items: center; gap: 6px;
}
.toc-grid a::before { content: '›'; font-size: 14px; color: var(--text-muted); }
.toc-grid a:hover { color: var(--teal); }
/* ── SECTION CARD ── */
.section {
background: #fff; border: 1px solid var(--border);
border-radius: 12px; padding: 32px;
margin-bottom: 20px; box-shadow: var(--shadow-sm);
page-break-inside: avoid;
}
.section-head {
display: flex; align-items: center; gap: 12px;
margin-bottom: 24px; padding-bottom: 18px;
border-bottom: 1px solid var(--border);
}
.section-icon {
width: 36px; height: 36px; border-radius: 8px;
background: var(--sky-light);
display: flex; align-items: center; justify-content: center;
font-size: 17px; flex-shrink: 0;
}
.section-title { font-size: 18px; font-weight: 700; color: var(--navy); letter-spacing: -.3px; }
.section-sub { font-size: 12px; color: var(--text-muted); margin-top: 2px; }
.section-num {
margin-left: auto;
font-size: 11px; font-weight: 600;
font-family: 'JetBrains Mono', monospace;
color: var(--text-muted);
background: var(--slate-light);
padding: 2px 9px; border-radius: 4px;
}
/* ── METRIC CARDS ── */
.metrics-grid {
display: grid; grid-template-columns: repeat(auto-fit, minmax(175px, 1fr));
gap: 16px; margin: 24px 0;
}
.metric-card {
background: var(--slate-light); border: 1px solid var(--border);
border-radius: 10px; padding: 20px;
transition: box-shadow .2s;
}
.metric-card:hover { box-shadow: var(--shadow-md); }
.metric-card.positive { border-top: 3px solid var(--emerald); }
.metric-card.negative { border-top: 3px solid var(--red); }
.metric-card.neutral { border-top: 3px solid var(--sky); }
.metric-card.warning { border-top: 3px solid var(--amber); }
.metric-label {
font-size: 10px; font-weight: 600; letter-spacing: .8px;
text-transform: uppercase; color: var(--text-muted); margin-bottom: 8px;
}
.metric-value {
font-size: 26px; font-weight: 800; color: var(--navy);
letter-spacing: -.5px;
font-family: 'JetBrains Mono', monospace;
}
.metric-delta {
font-size: 11px; font-weight: 600; margin-top: 6px;
display: flex; align-items: center; gap: 3px;
}
.metric-delta.up { color: var(--emerald); }
.metric-delta.down { color: var(--red); }
.metric-delta.flat { color: var(--text-muted); }
.metric-ctx { font-size: 11px; color: var(--text-muted); margin-top: 4px; }
/* ── CHART CONTAINER ── */
.chart-wrap {
background: #fff; border: 1px solid var(--border);
border-radius: 10px; padding: 24px; margin: 20px 0;
box-shadow: var(--shadow-sm);
}
.chart-label {
font-size: 11px; font-weight: 600; letter-spacing: .6px;
text-transform: uppercase; color: var(--text-muted); margin-bottom: 16px;
}
.chart-canvas { position: relative; height: 320px; }
/* ── TABLES ── */
.table-scroll { overflow-x: auto; border-radius: 8px; border: 1px solid var(--border); margin: 16px 0; }
table { width: 100%; border-collapse: collapse; font-size: 13px; }
thead th {
background: var(--navy); color: rgba(255,255,255,.80);
padding: 11px 14px; text-align: left;
font-size: 10px; font-weight: 600; letter-spacing: .7px; text-transform: uppercase;
white-space: nowrap;
}
tbody tr:nth-child(even) { background: var(--slate-light); }
tbody tr:hover { background: var(--sky-light); }
tbody td { padding: 10px 14px; border-bottom: 1px solid var(--border); }
tbody tr:last-child td { border-bottom: none; }
.td-pos { color: var(--emerald); font-weight: 600; }
.td-neg { color: var(--red); font-weight: 600; }
.td-mono { font-family: 'JetBrains Mono', monospace; font-size: 12px; }
/* ── CALLOUT / HIGHLIGHT ── */
.callout {
border-left: 4px solid var(--sky); background: var(--sky-light);
border-radius: 0 8px 8px 0; padding: 14px 18px;
margin: 14px 0; font-size: 14px; color: var(--text-secondary);
}
.callout.warn { border-color: var(--amber); background: var(--amber-light); }
.callout.danger { border-color: var(--red); background: var(--red-light); }
.callout.success { border-color: var(--emerald); background: var(--emerald-light); }
/* ── TAGS ── */
.tag { display: inline-block; padding: 2px 9px; border-radius: 4px; font-size: 11px; font-weight: 600; }
.tag-buy { background: var(--emerald-light); color: var(--emerald); }
.tag-sell { background: var(--red-light); color: var(--red); }
.tag-hold { background: var(--amber-light); color: var(--amber); }
.tag-info { background: var(--sky-light); color: var(--sky); }
/* ── INVESTMENT SIGNAL BOX ── */
.signal-box {
background: var(--navy); border-radius: 12px;
padding: 32px 36px; margin: 32px 0;
position: relative; overflow: hidden;
}
.signal-box::before {
content: '';
position: absolute; top: 0; left: 0; right: 0; height: 3px;
background: var(--grad-accent);
}
.signal-box.bullish .signal-watermark { color: rgba( 52,211,153,.07); }
.signal-box.bearish .signal-watermark { color: rgba(248,113,113,.07); }
.signal-box.neutral .signal-watermark { color: rgba(148,163,184,.07); }
.signal-watermark {
position: absolute; right: 28px; top: 50%;
transform: translateY(-50%);
font-size: 108px; font-weight: 800; letter-spacing: -4px;
font-family: 'JetBrains Mono', monospace;
pointer-events: none; user-select: none;
}
.signal-eyebrow {
font-size: 9px; font-weight: 700; letter-spacing: 2px;
text-transform: uppercase; color: rgba(255,255,255,.35);
margin-bottom: 10px;
}
.signal-verdict {
font-size: 44px; font-weight: 800; letter-spacing: -1.5px;
font-family: 'JetBrains Mono', monospace;
margin-bottom: 24px;
}
.signal-verdict.bullish { color: #34D399; }
.signal-verdict.bearish { color: #F87171; }
.signal-verdict.neutral { color: #94A3B8; }
.signal-stats {
display: flex; flex-wrap: wrap; gap: 20px 36px;
}
.signal-stat { display: flex; flex-direction: column; gap: 4px; }
.signal-stat-label {
font-size: 9px; font-weight: 700; letter-spacing: 1.2px;
text-transform: uppercase; color: rgba(255,255,255,.35);
}
.signal-stat-val { font-size: 14px; font-weight: 700; color: rgba(255,255,255,.88); }
.score-track {
background: rgba(255,255,255,.12);
border-radius: 3px; height: 5px; margin-top: 7px; overflow: hidden;
}
.score-fill {
height: 100%; border-radius: 3px;
background: var(--grad-accent);
}
/* ── FOOTER ── */
.report-footer {
border-top: 1px solid var(--border);
padding-top: 24px; margin-top: 48px;
display: flex; gap: 20px; align-items: flex-start;
}
.footer-disc {
font-size: 11px; color: var(--text-muted); line-height: 1.75; flex: 1;
}
.footer-brand {
font-size: 11px; font-weight: 600; color: var(--text-muted);
white-space: nowrap; text-align: right; line-height: 1.6;
}
/* ── PRINT ── */
@media print {
body { background: #fff; }
.report-hero { -webkit-print-color-adjust: exact; print-color-adjust: exact; }
.section { box-shadow: none; }
.chart-canvas { height: 260px; }
}
/* ── RESPONSIVE ── */
@media (max-width: 768px) {
.report-hero { padding: 36px 24px 32px; }
.hero-ticker { font-size: 48px; }
.report-body { padding: 24px 16px 48px; }
.section { padding: 20px; }
.metrics-grid { grid-template-columns: repeat(2, 1fr); }
.signal-watermark { display: none; }
}
</style>
</head>
<body>
<!-- HERO HEADER -->
<div class="report-hero">
<div class="hero-inner">
<div class="hero-badge">● Investment Analysis Report</div>
<div class="hero-ticker">[TICKER]</div>
<div class="hero-company">[Company Full Name] · [Exchange]</div>
<div class="hero-rule"></div>
<div class="hero-meta">
<div class="hero-meta-item">
<span class="hero-meta-label">Report Date</span>
<span class="hero-meta-value">[DATE]</span>
</div>
<div class="hero-meta-item">
<span class="hero-meta-label">Report Type</span>
<span class="hero-meta-value">[TYPE]</span>
</div>
<div class="hero-meta-item">
<span class="hero-meta-label">Analyst</span>
<span class="hero-meta-value">InvestSkill Investment Analysis</span>
</div>
<div class="hero-meta-item">
<span class="hero-meta-label">Price at Report</span>
<span class="hero-meta-value">$[PRICE]</span>
</div>
</div>
</div>
</div>
<div class="report-body">
<!-- Table of Contents -->
<div class="toc">
<div class="toc-label">Contents</div>
<ul class="toc-grid">
<li><a href="#summary">Executive Summary</a></li>
<li><a href="#financials">Financial Performance</a></li>
<li><a href="#valuation">Valuation Analysis</a></li>
<li><a href="#technical">Technical Analysis</a></li>
<li><a href="#risks">Risk Factors</a></li>
<li><a href="#signal">Investment Signal</a></li>
</ul>
</div>
<!-- 01 Executive Summary -->
<div class="section" id="summary">
<div class="section-head">
<div class="section-icon">📋</div>
<div>
<div class="section-title">Executive Summary</div>
<div class="section-sub">Key investment thesis and highlights</div>
</div>
<span class="section-num">01</span>
</div>
[Summary content]
<div class="metrics-grid">
<div class="metric-card positive">
<div class="metric-label">Revenue (TTM)</div>
<div class="metric-value">$[X]B</div>
<div class="metric-delta up">▲ [X]% YoY</div>
</div>
<div class="metric-card positive">
<div class="metric-label">Net Income</div>
<div class="metric-value">$[X]B</div>
<div class="metric-delta up">▲ [X]% YoY</div>
</div>
<div class="metric-card neutral">
<div class="metric-label">P/E Ratio</div>
<div class="metric-value">[X]x</div>
<div class="metric-ctx">vs sector [X]x</div>
</div>
<div class="metric-card neutral">
<div class="metric-label">Market Cap</div>
<div class="metric-value">$[X]T</div>
<div class="metric-ctx">[Exchange]</div>
</div>
</div>
</div>
<!-- 02 Financial Performance -->
<div class="section" id="financials">
<div class="section-head">
<div class="section-icon">📊</div>
<div>
<div class="section-title">Financial Performance</div>
<div class="section-sub">Revenue, earnings, and margin trends</div>
</div>
<span class="section-num">02</span>
</div>
<div class="chart-wrap">
<div class="chart-label">Revenue & Net Income — Annual ($B)</div>
<div class="chart-canvas">
<canvas id="revenueChart"></canvas>
</div>
</div>
[Analysis content]
</div>
<!-- 03 Valuation -->
<div class="section" id="valuation">
<div class="section-head">
<div class="section-icon">💰</div>
<div>
<div class="section-title">Valuation Analysis</div>
<div class="section-sub">DCF, multiples, and comparable companies</div>
</div>
<span class="section-num">03</span>
</div>
[Valuation content]
</div>
<!-- 04 Technical Analysis -->
<div class="section" id="technical">
<div class="section-head">
<div class="section-icon">📈</div>
<div>
<div class="section-title">Technical Analysis</div>
<div class="section-sub">Price action, indicators, and key levels</div>
</div>
<span class="section-num">04</span>
</div>
[Technical content]
</div>
<!-- 05 Risk Factors -->
<div class="section" id="risks">
<div class="section-head">
<div class="section-icon">⚠️</div>
<div>
<div class="section-title">Risk Factors</div>
<div class="section-sub">Key risks and mitigating considerations</div>
</div>
<span class="section-num">05</span>
</div>
[Risk content]
</div>
<!-- Investment Signal -->
<div class="signal-box bullish" id="signal">
<div class="signal-watermark">BULLISH</div>
<div class="signal-eyebrow">Investment Signal</div>
<div class="signal-verdict bullish">BULLISH</div>
<div class="signal-stats">
<div class="signal-stat">
<span class="signal-stat-label">Confidence</span>
<span class="signal-stat-val">HIGH</span>
</div>
<div class="signal-stat">
<span class="signal-stat-label">Time Horizon</span>
<span class="signal-stat-val">LONG-TERM</span>
</div>
<div class="signal-stat">
<span class="signal-stat-label">Action</span>
<span class="signal-stat-val">BUY</span>
</div>
<div class="signal-stat">
<span class="signal-stat-label">Conviction</span>
<span class="signal-stat-val">STRONG</span>
</div>
<div class="signal-stat">
<span class="signal-stat-label">Score</span>
<span class="signal-stat-val">8.4 / 10</span>
<div class="score-track">
<div class="score-fill" style="width: 84%"></div>
</div>
</div>
</div>
</div>
<!-- Footer -->
<div class="report-footer">
<div class="footer-disc">
<strong>Disclaimer:</strong> This report is generated by an AI assistant for informational purposes only
and does not constitute financial advice, a solicitation, or an offer to buy or sell any security.
Past performance is not indicative of future results. All investments carry risk.
Consult a licensed financial advisor before making investment decisions.
</div>
<div class="footer-brand">
InvestSkill<br>Investment Analysis
</div>
</div>
</div><!-- /.report-body -->
<script>
// Revenue & Earnings combo chart
const revenueCtx = document.getElementById('revenueChart').getContext('2d');
new Chart(revenueCtx, {
type: 'bar',
data: {
labels: ['2020', '2021', '2022', '2023', '2024'],
datasets: [
{
label: 'Revenue ($B)',
data: [100, 120, 145, 175, 210],
backgroundColor: 'rgba(2,132,199,.75)',
borderRadius: 4,
order: 2
},
{
label: 'Net Income ($B)',
data: [22, 28, 35, 44, 56],
type: 'line',
borderColor: '#0D9488',
backgroundColor: 'rgba(13,148,136,.10)',
borderWidth: 2.5,
pointRadius: 4,
pointBackgroundColor: '#0D9488',
tension: 0.35,
fill: true,
order: 1,
yAxisID: 'y1'
}
]
},
options: {
responsive: true,
maintainAspectRatio: false,
interaction: { mode: 'index', intersect: false },
plugins: {
legend: {
position: 'top',
labels: { font: { family: 'Inter', size: 11 }, usePointStyle: true, boxWidth: 8 }
},
tooltip: {
backgroundColor: '#0F172A',
titleColor: '#94A3B8',
bodyColor: '#FFFFFF',
borderColor: '#334155',
borderWidth: 1,
padding: 10,
cornerRadius: 6
}
},
scales: {
x: {
grid: { display: false },
ticks: { font: { family: 'Inter', size: 11 }, color: '#94A3B8' }
},
y: {
grid: { color: '#F1F5F9' },
ticks: { font: { family: 'Inter', size: 11 }, color: '#94A3B8' },
title: { display: true, text: 'Revenue ($B)', color: '#94A3B8', font: { size: 10 } }
},
y1: {
position: 'right',
grid: { display: false },
ticks: { font: { family: 'Inter', size: 11 }, color: '#0D9488' },
title: { display: true, text: 'Net Income ($B)', color: '#0D9488', font: { size: 10 } }
}
}
}
});
</script>
</body>
</html>
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 25d ago Changed 3b39f5c01c1e
- 26d ago Changed · +23 lines d90996a7ae4e
- 1mo ago First seen · 834 lines · 11 tokens per session scan A f97f49563da1
report-generator is a skill published in the GitHub repository yennanliu/InvestSkill (251 stars, last pushed today), licensed MIT. It adds 11 tokens to every session and 8,380 once invoked, about $0.0000 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
company-profile
One-page company profile slide, four quadrants of overview, financial summary, share price chart and key facts. Also the compact profile paragraph when it has to sit inside a memo, a deck or a chat reply. Triggers on one-page profile, tear sheet, company snapshot, profile slide, quick profile of [company].
check-model
Audit a model somebody already built, and report on it without editing it: structure, formulas, integrity identities, source tie-out and reasonableness, ending in a routed issue log. Triggers on check my formulas, QA this spreadsheet, audit model, model review, something is off in my model, why does my balance sheet…
check-deck
QC an investment deck (a .pptx) before it circulates: number consistency, chart and narrative alignment, source coverage, language, then a circulation verdict. Triggers on check this deck, deck QC, review my presentation, is this ready to send, proofread the pitch book.
Read, fill and build PDFs: inspect structure and fonts, extract text and tables with pdfplumber and poppler, fill and flatten AcroForms with pypdf, create with reportlab, merge, split and encrypt with qpdf, and verify by rendering the page and looking at it.
pdf-toolkit
Structured .pdf operations: extract text/tables, merge pages from multiple PDFs, split a PDF by page ranges, fill PDF form fields, and generate fresh PDFs from JSON. Trigger when the user wants programmatic PDF work without natural-language rewriting — examples: pull tables from a report, combine three PDFs, extract…
figures
Makes publication-quality plots from data with matplotlib, learning curves, scaling laws, benchmark and ablation comparisons, Pareto trade-offs, heatmaps and confusion matrices, sized for the page, vector, with uncertainty shown. Use whenever results are plotted, charted or visualized for a paper, report or answer, or…