Cookbook Aiml
databricks-solutions/databricks-apps-cookbook
Invoke ML models, run vector search, and connect to MCP servers from Databricks Apps.
Create, deploy, and operate Streamlit apps in PostHog via the streamlit-apps MCP tools — create an app, set its source, read and patch its code, start and stop its sandbox, poll status, list…
$ npx skills add PostHog/posthog --skill managing-streamlit-apps -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install PostHog/posthog managing-streamlit-apps --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/PostHog/posthog.git skills-src && mkdir -p .claude/skills && cp -r skills-src/products/streamlit_apps/skills/managing-streamlit-apps .claude/skills/managing-streamlit-apps && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "managing-streamlit-apps" agent skill from https://github.com/PostHog/posthog/tree/master/products/streamlit_apps/skills/managing-streamlit-apps into .claude/skills/managing-streamlit-apps/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "managing-streamlit-apps", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/PostHog/posthog/tree/master/products/streamlit_apps/skills/managing-streamlit-appsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add PostHog/posthog --skill managing-streamlit-apps -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install PostHog/posthog managing-streamlit-apps --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/PostHog/posthog.git skills-src && mkdir -p .agents/skills && cp -r skills-src/products/streamlit_apps/skills/managing-streamlit-apps .agents/skills/managing-streamlit-apps && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "managing-streamlit-apps" agent skill from https://github.com/PostHog/posthog/tree/master/products/streamlit_apps/skills/managing-streamlit-apps into .agents/skills/managing-streamlit-apps/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "managing-streamlit-apps", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add PostHog/posthog --skill managing-streamlit-apps -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install PostHog/posthog managing-streamlit-apps --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/PostHog/posthog.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/products/streamlit_apps/skills/managing-streamlit-apps .cursor/skills/managing-streamlit-apps && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "managing-streamlit-apps" agent skill from https://github.com/PostHog/posthog/tree/master/products/streamlit_apps/skills/managing-streamlit-apps into .cursor/skills/managing-streamlit-apps/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "managing-streamlit-apps", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/PostHog/posthog.git --path products/streamlit_apps/skills/managing-streamlit-apps--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add PostHog/posthog --skill managing-streamlit-apps -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install PostHog/posthog managing-streamlit-apps --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/PostHog/posthog.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/products/streamlit_apps/skills/managing-streamlit-apps .gemini/skills/managing-streamlit-apps && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "managing-streamlit-apps" agent skill from https://github.com/PostHog/posthog/tree/master/products/streamlit_apps/skills/managing-streamlit-apps into .gemini/skills/managing-streamlit-apps/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "managing-streamlit-apps", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install PostHog/posthog managing-streamlit-appsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add PostHog/posthog --skill managing-streamlit-apps -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/PostHog/posthog.git skills-src && mkdir -p .github/skills && cp -r skills-src/products/streamlit_apps/skills/managing-streamlit-apps .github/skills/managing-streamlit-apps && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "managing-streamlit-apps" agent skill from https://github.com/PostHog/posthog/tree/master/products/streamlit_apps/skills/managing-streamlit-apps into .github/skills/managing-streamlit-apps/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "managing-streamlit-apps", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add PostHog/posthog --skill managing-streamlit-apps -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install PostHog/posthog managing-streamlit-apps --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/PostHog/posthog.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/products/streamlit_apps/skills/managing-streamlit-apps .opencode/skills/managing-streamlit-apps && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "managing-streamlit-apps" agent skill from https://github.com/PostHog/posthog/tree/master/products/streamlit_apps/skills/managing-streamlit-apps into .opencode/skills/managing-streamlit-apps/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "managing-streamlit-apps", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
managing-streamlit-appsCreate, deploy, and operate Streamlit apps in PostHog via the streamlit-apps MCP tools — create an app, set its source, read and patch its code, start and stop its sandbox, poll status, list…
Managing Streamlit Apps is an agent skill from PostHog/posthog, published by the product's own GitHub organization. Create, deploy, and operate Streamlit apps in PostHog via the streamlit-apps MCP tools — create an app, set its source, read and patch its code, start and stop its sandbox, poll status, list versions, delete, and share the app with humans via its PostHog URL. Use when asked to "create a streamlit app", "deploy a data app", "ship a dashboard app", "restart/stop my app", "why is my app not running", or "give me a link to the app".
Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It works with Streamlit and PostHog. The repository describes itself as: :hedgehog: PostHog is the leading platform for building self-driving products. Our developer tools – AI observability, analytics, session replay, flags, experiments, error…
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 10f9ad7. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Managing Streamlit Apps loads about 1.5k tokens when it runs. Until then it costs about 114 tokens; SKILL.md has 835 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 835 words (~1,506 tokens).
“A Streamlit app is a Python data app running in an isolated sandbox inside PostHog. Each app has immutable versions of its code; one version is active; a sandbox process serves the active version. The full lifecycle is driven with…”
Just SKILL.md in products/streamlit_apps/skills/managing-streamlit-apps of PostHog/posthog.
Open the folder on GitHubat commit 10f9ad7
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders. This page covers the copy in PostHog/posthog, which our catalogue first saw on October 7, 2026.
Managing Streamlit Apps next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Managing Streamlit Apps this skillPostHog/posthog | 40k | — | ~1.5k | Automated safety check: Pass | Custom licence | |
| Cookbook Aimldatabricks-solutions/databricks-apps-cookbook | 183 | — | ~1.7k | Automated safety check: Pass | Custom licence | |
| Prod TelemetryUsefulSoftwareCo/executor | 4.1k | — | ~1.9k | Automated safety check: Pass | MIT | |
| Exploring The WizardPostHog/wizard | 197 | — | ~2.2k | Automated safety check: Pass | MIT | |
| MCP Server Builderanthropics/skills | 180k | 64 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| MCP Server BuildershareAI-lab/learn-claude-code | 78k | 5 repos | ~1.2k | Automated safety check: Pass | MIT |
databricks-solutions/databricks-apps-cookbook
Invoke ML models, run vector search, and connect to MCP servers from Databricks Apps.
UsefulSoftwareCo/executor
Query Executor's production telemetry — Axiom traces (executor-cloud dataset), prod Postgres via PlanetScale, PostHog product analytics — through the Executor MCP.
PostHog/wizard
Drive the PostHog wizard headlessly against a throwaway app through wizard-ci MCP tools, inspect decisions, and capture the real TUI.
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
shareAI-lab/learn-claude-code
Walks through building MCP servers in Python or TypeScript that expose tools, resources and prompts to Claude, with templates, registration and testing.
anthropics/claude-plugins-official
Explains how to bundle Model Context Protocol servers in a Claude Code plugin, covering config files, stdio, SSE, HTTP and WebSocket server types, and authentication.
PostHog/posthog
Author useful, low-noise log alerts on services in a PostHog project.
PostHog/posthog
Operating procedure for the conflict-autoresolver agent: sweep open PostHog/posthog PRs that conflict with master, resolve the trivial conflicts (generated artifacts deterministically, source…
PostHog/posthog
Help users debug PostHog Error Tracking stack-trace symbolication for any supported platform — JavaScript/TypeScript web, React Native (Hermes), Android (Proguard / R8), or iOS / macOS (dSYM).
PostHog/posthog
Investigates distributed application performance using PostHog APM (OpenTelemetry span) data via MCP.
PostHog/posthog
Debug and inspect LLM/AI agent traces using PostHog's MCP tools.
PostHog/posthog
Diagnose why a product metric changed (dropped, spiked, or plateaued) by orchestrating breakdowns, actors, paths, lifecycle, retention, and annotations queries.
Create, deploy, and operate Streamlit apps in PostHog via the streamlit-apps MCP tools — create an app, set its source, read and patch its code, start and stop its sandbox, poll status, list…. Managing Streamlit Apps is an agent skill from PostHog/posthog, published by the product's own GitHub organization. Create, deploy, and operate Streamlit apps in PostHog via the streamlit-apps MCP tools — create an app, set its source, read and patch its code, start and stop its sandbox, poll status, list versions, delete, and share the app with humans via its PostHog URL.
Managing Streamlit Apps fits situations like: asked to create a streamlit app; deploy a data app; ship a dashboard app; restart/stop my app.
Run `npx skills add PostHog/posthog --skill managing-streamlit-apps -a claude-code`. Or copy the skill folder (products/streamlit_apps/skills/managing-streamlit-apps in PostHog/posthog) into .claude/skills/managing-streamlit-apps in your project. Claude Code loads it when a task matches its description.
Run `npx skills add PostHog/posthog --skill managing-streamlit-apps -a codex`. Or copy the skill folder (products/streamlit_apps/skills/managing-streamlit-apps in PostHog/posthog) into .agents/skills/managing-streamlit-apps in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add PostHog/posthog --skill managing-streamlit-apps -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/managing-streamlit-apps, .gemini/skills/managing-streamlit-apps, .github/skills/managing-streamlit-apps and .opencode/skills/managing-streamlit-apps in your project.
SKILL.md names no scripts, command-line tools or credentials: Managing Streamlit Apps is instructions for the agent only. Our summary lists: Python 3.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Managing Streamlit Apps has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
About 1.5k tokens (SKILL.md is roughly 6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Managing Streamlit Apps: Cookbook Aiml (databricks-solutions/databricks-apps-cookbook, 183 stars), Prod Telemetry (UsefulSoftwareCo/executor, 4.1k stars), Exploring The Wizard (PostHog/wizard, 197 stars) and MCP Server Builder (anthropics/skills, 180k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
PostHog (a GitHub organization, an official publisher) maintains it in PostHog/posthog, which has 40,182 GitHub stars. The repository holds 252 skills in this directory. The repository was last updated on October 8, 2026.
Source: PostHog/posthog on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.