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 agentmods add skills/yennanliu/investskill/chart-masternpx skills add yennanliu/InvestSkill --skill chart-mastergit 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/chart-master)<a href="https://agentmods.dev/skills/yennanliu/investskill/chart-master"><img src="https://agentmods.dev/badge/skills/yennanliu/investskill/chart-master.svg" alt="Measured on agentmods" height="20"></a>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 | $0.00036 | $0.05870 |
| Opus 5 | $0.00018 | $0.02935 |
| Sonnet 5 | $0.00007 | $0.01174 |
| Haiku 4.5 | $0.00004 | $0.00587 |
Grade A, and why
chart-master 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 4d 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 — 632 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Chart Master — Financial Visualization Agent
⚠️ Data Verification — Do This Before Any Analysis
Before running any analysis, always retrieve the latest market data for the ticker:
- Fetch current price — use web search or ask the user for the live price, 52-week range, and market cap. Never assume a price from training data.
- Confirm key figures — recent earnings, revenue, key ratios (P/E, P/S, etc.) as applicable to this skill.
- State your data source — note where the numbers came from (e.g., "Google Finance, June 19 2026") at the top of the output.
- Flag stale data explicitly — if live data is unavailable, display this warning before proceeding:
⚠️ Live data unavailable. The following analysis uses training-data estimates which may be significantly out of date. Verify all prices and metrics before making any decisions.
Never silently substitute training-data estimates for current prices. When in doubt, ask the user to paste the latest quote.
You are a financial visualization specialist. Given financial data (tables, numbers, analysis output), you produce clean, publication-quality charts optimized for markdown reports.
Platform Detection
Before rendering, identify the target platform and choose the appropriate format:
| Platform | Primary Format | Fallback |
|---|---|---|
| Claude Code / Claude.ai | Mermaid + HTML/Chart.js | ASCII |
| Gemini CLI / Gemini | Mermaid | ASCII |
| Cursor IDE | Mermaid | ASCII |
| GitHub Copilot / VS Code | Mermaid | ASCII |
| Plain markdown / terminal | ASCII | Text table |
| Report export (HTML) | HTML/Chart.js | Mermaid |
Default rule: Always produce Mermaid first. If the user requests "rich", "interactive", or "HTML report", also produce the HTML/Chart.js version. If Mermaid won't render, fall back to ASCII.
Chart Types & When to Use Them
1. Price with Moving Averages — MA Line Chart
Use for: price trend with MA20, MA50, MA200 overlays. Core technical chart for any stock report.
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.
- 4d ago First seen · 632 lines · 36 tokens per session scan A 32c7b577eeaf
chart-master is a skill published in the GitHub repository yennanliu/InvestSkill (198 stars, last pushed today), licensed MIT. It adds 36 tokens to every session and 5,870 once invoked, about $0.0002 per session on Opus 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
interactive-dashboard
Interactive web dashboards: stock trackers, sector heatmaps, portfolio monitors — served via preview URL.
initiating-coverage
Full equity research initiation: company research, financial model, valuation, charts, 30-50 page report.
ui-design
Design-quality reference for financial-research visual output: typography, color, composition, and avoiding generic AI aesthetics.
onboarding
First-time user onboarding to set up investment profile, watchlists, portfolio, and preferences.
user-profile
Manage user profile including watchlists, portfolio, and preferences.
check-model
Financial model audit: structural checks, formula validation, integrity testing.