Borrowing it
Nothing to install: this file belongs to iusztinpaul/designing-real-world-ai-agents-workshop. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/iusztinpaul/designing-real-world-ai-agents-workshop/main/.agents/skills/developing-with-streamlit/skills/using-streamlit-cli/SKILL.mdgit clone --depth 1 https://github.com/iusztinpaul/designing-real-world-ai-agents-workshopWrote 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/iusztinpaul/designing-real-world-ai-agents-workshop/using-streamlit-cli)<a href="https://agentmods.dev/skills/iusztinpaul/designing-real-world-ai-agents-workshop/using-streamlit-cli"><img src="https://agentmods.dev/badge/skills/iusztinpaul/designing-real-world-ai-agents-workshop/using-streamlit-cli/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/iusztinpaul/designing-real-world-ai-agents-workshop/using-streamlit-cli"><img src="https://agentmods.dev/badge/skills/iusztinpaul/designing-real-world-ai-agents-workshop/using-streamlit-cli.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
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 →
- medium Rogue Agent · line 141 Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
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 | $0.00036 | $0.01003 |
| Opus 5 | $0.00018 | $0.00502 |
| Sonnet 5 | $0.00007 | $0.00201 |
| Haiku 4.5 | $0.00004 | $0.00100 |
Grade A, and why
using-streamlit-cli 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 10d 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 — 166 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Using the Streamlit CLI
The Streamlit CLI is the primary tool for running Streamlit applications and managing configuration. This skill covers all essential commands and configuration options.
Running Streamlit apps
Basic syntax
streamlit run [<entrypoint>] [-- config options] [script args]
Entrypoint options
| Argument | Behavior |
|---|---|
| (none) | Looks for streamlit_app.py in current directory |
| Directory path | Runs streamlit_app.py within that directory |
| File path | Runs the specified file directly |
| URL | Runs a remote script (e.g., from GitHub) |
Examples
# Run default app in current directory
streamlit run
# Run a specific file
streamlit run app.py
# Run from a URL
streamlit run https://raw.githubusercontent.com/streamlit/demo-uber-nyc-pickups/master/streamlit_app.py
# Alternative: run as Python module (useful for IDE configuration)
python -m streamlit run app.py
Running with uv (recommended)
Use uv run to run Streamlit in a virtual environment with automatic dependency management:
# Run with uv (automatically uses/creates virtual environment)
uv run streamlit run app.py
# With configuration options
uv run streamlit run app.py --server.headless=true
# With script arguments
uv run streamlit run app.py -- arg1 arg2
Using uv run is the recommended approach because it:
- Automatically manages virtual environments
- Resolves and installs dependencies from
pyproject.toml - Ensures reproducible environments across machines
- Avoids manual activation/deactivation of virtual environments
Setting configuration with streamlit run
Configuration options follow the pattern --<section>.<option>=<value> and must come after the script name.
Recommendation: For persistent configuration, use
.streamlit/config.tomlin your project directory instead of command-line flags. This keeps your run command simple and makes configuration easier to manage and share with your team.
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.
- 10d ago First seen · 166 lines · 36 tokens per session scan A 7f9ac6dedb2e
using-streamlit-cli is a skill published in the GitHub repository iusztinpaul/designing-real-world-ai-agents-workshop (504 stars, last pushed 3mo ago), licensed MIT. It adds 36 tokens to every session and 1,003 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.
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