designing-real-world-ai-agents-workshop: Skill for Claude Code

.agents/skills/developing-with-streamlit/skills/using-streamlit-cli/SKILL.md

using-streamlit-cli is a skill for Claude Code, Codex from iusztinpaul/designing-real-world-ai-agents-workshop. It costs 36 tokens per session (1,003 once invoked), scanned A, original, MIT.

A reference for using Streamlit's command-line tools. Streamlit is a Python framework for turning scripts into interactive web apps.

In plain words
What is it for?
It is for running Streamlit apps locally or from a URL, using a specific Python file or directory, passing configuration options, and launching them through Python or uv.
Why use it?
It gives developers the commands and options needed to start an app, choose its entry file, manage settings, and diagnose runtime problems.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: installed under .agents/ (shared by several agents).

This is iusztinpaul/designing-real-world-ai-agents-workshop's own configuration. It tells Claude Code and Codex how to work on designing-real-world-ai-agents-workshop itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything designing-real-world-ai-agents-workshop configures →

Reuse

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.

Copy the file
curl -O https://raw.githubusercontent.com/iusztinpaul/designing-real-world-ai-agents-workshop/main/.agents/skills/developing-with-streamlit/skills/using-streamlit-cli/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/iusztinpaul/designing-real-world-ai-agents-workshop

Made for: Claude Code, Codex.

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Per session 36 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,003 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
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.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce 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

Measured 10d ago against content hash 7f9ac6dedb2e, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

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.

.agents/skills/developing-with-streamlit/skills/using-streamlit-cli/SKILL.md · 166 lines

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.toml in 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.

Read the full file on GitHub · 166 lines

Changes

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.

  1. 10d ago First seen · 166 lines · 36 tokens per session scan A 7f9ac6dedb2e

Subscribe to this mod's changes

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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